Data Science with Gen AI - Skill up
This program is designed to teach the essential skills needed to become proficient in Data Science. You will gain hands-on experience with Python, data manipulation, Machine Learning, and Advanced AI techniques. The curriculum covers core topics such as Data Cleaning, Exploratory Data Analysis (EDA), Feature Engineering, and various Machine Learning algorithms, as well as advanced subjects like deep learning, Natural Language Processing (NLP), and Generative AI. The program includes hands-on projects, practice assignments, and real-world applications to ensure practical experience and comprehensive understanding.
Course Instructors:
Arpit Jain, Jyoti Nigam
₹14999.00 ₹17999.00 17% OFF
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Course Overview
- Understand basic programming concepts
- Master Data Manipulation and Analysis
- Visualize Data Effectively
- Integrate Data Science Solutions with Web Technologies
- Understand Core Mathematics, Statistics and Probability
- Learn Version Control and Collaboration
- Implement Machine Learning Algorithms
- Work with Deep Learning Frameworks
- Explore Natural Language Processing (NLP)
- Apply Generative AI Techniques
- Develop and Deploy Real-World Data Science Projects
Schedule of Classes
Start Date & End Date
Mar 31 2025 - Sep 01 2025
Course Curriculum
2 Subjects
DS with Gen AI - SU
587 Learning Materials
Course Introduction
Introduction - English
Video
00:05:21
Introduction - Hindi
Video
00:04:38
How to Use the Platform
Platform Guide: Watch, Learn & Complete Tasks!
Video
00:26:57
Python - English
Introduction to Python
Video
00:22:42
Introduction to Python - Notes
PDF
Basic Python Syntax
Video
00:17:49
Basic Python Syntax - Notes
PDF
Data Operators
Video
00:14:30
Data operators - Notes
PDF
Type Conversion and Conditions
Video
00:17:47
Type Conversion and Conditions - Notes
PDF
Loops and Control Flow - Part 1
Video
00:13:56
Loops and Control Flow - Part 2
Video
00:05:50
Loops and Control Flow - Notes
PDF
Python Namespace - Part 1
Video
00:05:35
Python Namespace - Part 2
Video
00:04:13
Python Namespace - Notes
PDF
String Objects - Part 1
Video
00:19:42
String Objects - Part 2
Video
00:10:34
String Objects - Notes
PDF
List Object Basics - Part 1
Video
00:20:45
List Object Basics - Part 2
Video
00:15:02
List Object Basics - Notes
PDF
Tuples Set Dictionaries & Its Function - Part 1
Video
00:15:23
Tuples Set Dictionaries & Its Function - Part 2
Video
00:11:06
Tuples, Set, Dictionaries and Its Function - Notes
PDF
Function - Part 1
Video
00:15:07
Function - Part 2
Video
00:11:27
Function - Notes
PDF
Introduction to Object-Oriented Programming
Video
00:13:12
Introduction to Object-Oriented Programming - Notes
PDF
Classes & Objects
Video
00:11:40
Classes & Objects - Notes
PDF
Encapsulation & Abstraction
Video
00:17:38
Encapsulation & Abstraction - Notes
PDF
Polymorphism and Inheritance
Video
00:15:58
Polymorphism and Inheritance - Notes
PDF
Files
Video
00:26:57
Files - Notes
PDF
Regular Expressions (Regex) & Essential Math Functions
Video
00:15:23
Regular Expressions (Regex) & Essential Math Functions - Notes
PDF
Multithreading Multiprocessing & Concurrency
Video
00:06:43
Multithreading Multiprocessing & Concurrency - Notes
PDF
Python Memory Management and Optimization
Video
00:03:26
Python Memory Management and Optimization - Notes
PDF
Working with Modules & Python Package Management
Video
00:12:10
Working with Modules & Python Package Management - Notes
PDF
Python - Hindi
Introduction to Python - Part 1
Video
00:27:56
Introduction to Python - Part 2
Video
00:04:13
Introduction to Python - Notes
PDF
Basic Python Syntax - Part 1
Video
00:07:35
Basic Python Syntax - Part 2
Video
00:06:10
Basic Python Syntax - Notes
PDF
Data Operators
Video
00:14:44
Data Operators - Notes
PDF
Type Conversion and Conditions - Part 1
Video
00:11:05
Type Conversion and Conditions - Part 2
Video
00:08:38
Type Conversion and Conditions - Notes
PDF
Loops and Control Flow - Part 1
Video
00:09:16
Loops and Control Flow - Part 2
Video
00:06:34
Loops and Control Flow - Notes
PDF
Python Namespace - Part 1
Video
00:05:25
Python Namespace - Part 2
Video
00:04:12
Python Namespace - Notes
PDF
String Object - Part 1
Video
00:14:03
String Object - Part 2
Video
00:07:51
String Objects - Notes
PDF
List Object Basics - Part 1
Video
00:15:56
List Object Basics - Part 2
Video
00:10:31
List Object Basics - Notes
PDF
Tuples Set Dictionaries and Its Function - Part 1
Video
00:14:34
Tuples Set Dictionaries and Its Function - Part 2
Video
00:11:25
Tuples, Set, Dictionaries & Its Function - Notes
PDF
Function - Part 1
Video
00:11:57
Function - Part 2
Video
00:09:31
Function - Notes
PDF
Introduction to Object-Oriented Programming
Video
00:12:48
Introduction to Object-Oriented Programming - Notes
PDF
Classes & Objects
Video
00:13:51
Classes & Objects - Notes
PDF
Encapsulation & Abstraction
Video
00:18:39
Encapsulation & Abstraction - Notes
PDF
Polymorphism & Inheritance
Video
00:13:29
Polymorphism and Inheritance - Notes
PDF
Files
Video
00:19:14
Files - Notes
PDF
Regular Expressions (Regex) & Essential Math Functions
Video
00:12:44
Regular Expressions (Regex) & Essential Math Functions - Notes
PDF
Multithreading Multiprocessing & Concurrency
Video
00:05:49
Multithreading Multiprocessing & Concurrency - Notes
PDF
Python Memory Management and Optimization
Video
00:03:14
Python Memory Management and Optimization - Notes
PDF
Working with Modules & Python Package Management
Video
00:10:39
Working with Modules & Python Package Management - Notes
PDF
Python Projects
Number Guessing Game - Code
ZIP
Password Protected PDF - Code
ZIP
Hangman - Code
ZIP
QR Code Generator & Decoder - Code
ZIP
Library Management System - Code
ZIP
Quiz App - Code
ZIP
Python Calculator - Assignment 1
PDF
Python BMI Calculator - Assignment 2
PDF
Python Random Password Generator - Assignment 3
PDF
Python Convert Numbers to Words - Assignment 4
PDF
Python Rock Paper Scissors Game - Assignment 5
PDF
Data Science Libraries - English
Introduction to NumPy
Video
00:18:58
Introduction to NumPy - Notes
PDF
Advance NumPy
Video
00:11:21
Advance NumPy - Notes
PDF
Pandas Basics
Video
00:20:55
Pandas Basics - Notes
PDF
Advance Pandas
Video
00:14:46
Advance Pandas - Notes
PDF
Matplotlib
Video
00:16:04
Matplotlib - Notes
PDF
Seaborn
Video
00:22:47
Seaborn - Notes
PDF
Plotly
Video
00:18:10
Plotly - Notes
PDF
Data Science Libraries - Hindi
Introduction to NumPy
Video
00:14:40
Introduction to NumPy - Notes
PDF
Advance NumPy
Video
00:07:54
Advance NumPy - Notes
PDF
Pandas Basics
Video
00:14:49
Pandas Basics - Notes
PDF
Advance Pandas
Video
00:11:05
Advance Pandas - Notes
PDF
Matplotlib
Video
00:12:54
Matplotlib - Notes
PDF
Seaborn
Video
00:19:48
Seaborn - Notes
PDF
Plotly
Video
00:15:53
Plotly - Notes
PDF
Database : SQL - English
Introduction to SQL & Relational Databases
Video
00:20:45
Introduction to SQL & Relational Databases - Notes
PDF
Basic SQL Operations
Video
00:11:58
Basic SQL Operations - Notes
PDF
Advanced Querying & Joins
Video
00:24:17
Advanced Querying & Joins - Notes
PDF
Database Functions
Video
00:13:28
Database Functions - Notes
PDF
Advance Database Concepts
Video
00:11:50
Advance Database Concept - Notes
PDF
Actors and Films Database
ZIP
Database : SQL - Hindi
Introduction to SQL & Relational Databases
Video
00:14:27
Introduction to SQL & Relational Databases - Notes
PDF
Basic SQL Operations
Video
00:10:14
Basic SQL Operations - Notes
PDF
Advanced Querying & Joins
Video
00:22:51
Advanced Querying & Joins - Notes
PDF
Database Functions
Video
00:10:14
Database Functions - Notes
PDF
Advance Database Concepts
Video
00:10:22
Advance Database Concepts - Notes
PDF
Actors and Films Database
ZIP
Flask Streamlit & Web Scraping - English
Web Development with Flask
Video
00:14:56
Web Development with Flask - Notes
PDF
APIs with Flask
Video
00:12:15
APIs with Flask - Notes
PDF
Streamlit
Video
00:11:46
Streamlit - Notes
PDF
Web Scraping
Video
00:18:00
Web Scraping - Notes
PDF
Flipkart Scraper
ZIP
Login App Flask
ZIP
Movie Data Analysis App
ZIP
Sales Analysis
ZIP
Portfolio Flask
ZIP
Streamlit Assignment
PDF
Book Scraper Application Assignment
PDF
Flask Streamlit & Web Scraping - Hindi
Web Development with Flask
Video
00:11:05
Web Development with Flask - Notes
PDF
APIs with Flask
Video
00:10:53
APIs with Flask - Notes
PDF
Streamlit
Video
00:09:33
Streamlit - Notes
PDF
Web Scraping
Video
00:13:03
Web Scraping - Notes
PDF
Flipkart Scraper
ZIP
Login App Flask
ZIP
Movie Data Analysis App
ZIP
Sales Analysis
ZIP
Portfolio Flask
ZIP
Streamlit Assignment
PDF
Book Scraper Application Assignment
PDF
Git & Github - English
Git & GitHub
Video
02:34:59
Version Control System Notes
PDF
General Command on Git - Notes
PDF
Git Deep Dive - Notes
PDF
Web Scraping GitHub Trending Repositories Assignment
PDF
Git & Github - Hindi
Git & Github - Part 1
Video
00:54:09
Git & Github - Part 2
Video
01:01:49
Version Control System - Notes
PDF
General Command on Git - Notes
PDF
Git Deep Dive - Notes
PDF
Web Scraping GitHub Trending Repositories Assignment
PDF
Core Mathematics Probability & Descriptive Statistics - English
Linear Algebra
Video
00:21:15
Linear Algebra - Notes
PDF
Probability & Distribution
Video
00:23:00
Probability & Distribution - Notes
PDF
Descriptive Statistics
Video
00:14:12
Descriptive Statistics - Notes
PDF
Core Mathematics Probability & Descriptive Statistics - Hindi
Linear Algebra
Video
00:17:15
Linear Algebra - Notes
PDF
Probability & Distributions
Video
00:18:38
Probability & Distribution - Notes
PDF
Descriptive Statistics
Video
00:12:53
Descriptive Statistics - Notes
PDF
Inferential Statistics - English
Introduction to Inferential Statistics
Video
00:16:58
Introduction to Inferential Statistics - Notes
PDF
Estimation Techniques and Hypothesis Testing
Video
00:26:07
Estimation Techniques and Hypothesis Testing - Notes
PDF
Common Statistical Tests and Correlation
Video
00:17:08
Common Statistical Tests and Correlation - Notes
PDF
Inferential Statistics - Hindi
Introduction to Inferential Statistics
Video
00:16:03
Introduction to Inferential Statistics - Notes
PDF
Estimation Techniques and Hypothesis Testing
Video
00:23:52
Estimation Techniques and Hypothesis Testing - Notes
PDF
Common Statistical Tests and Correlation
Video
00:13:23
Common Statistical Tests and Correlation - Notes
PDF
Introduction to Machine Learning - English
Introduction to Machine Learning & Data Science
Video
00:17:40
Introduction to Machine Learning & Data Science Notes
PDF
Data Preprocessing & Cleaning
Video
00:29:48
Data Preprocessing & Cleaning Notes
PDF
Data Cleaning
Video
00:12:22
Data Cleaning Notes
PDF
Exploratory Data Analysis
Video
00:11:46
Exploratory Data Analysis - Notes
PDF
Covid EDA
ZIP
Credit Card EDA
ZIP
Introduction to Machine Learning - Hindi
Introduction to Machine Learning & Data Science
Video
00:18:54
Introduction to Machine Learning & Data Science - Notes
PDF
Data Preprocessing & Cleaning
Video
00:30:21
Data Preprocessing & Cleaning Notes
PDF
Data Cleaning
Video
00:12:54
Data Cleaning - Notes
PDF
Exploratory Data Analysis
Video
00:15:34
Exploratory Data Analysis - Notes
PDF
Covid EDA
ZIP
Credit Card EDA
ZIP
Feature Engineering - English
Introduction to Feature Engineering
Video
00:19:13
Introduction to Feature Engineering
PDF
Feature Creation
Video
00:07:01
Feature Creation
PDF
Caridac Risk Factors EDA
Video
00:22:28
Cardiac Risk Factors EDA
ZIP
Super Market Sales EDA
ZIP
EDA Assignment
PDF
Feature Engineering - Hindi
Introduction to Feature Engineering
Video
00:24:51
Introduction to Feature Engineering
PDF
Feature Creation
Video
00:07:28
Feature Creation
PDF
Cardiac Risk Factors EDA
Video
00:22:32
Cardiac Risk Factors EDA
ZIP
Super Market Sales EDA
ZIP
EDA Assignment
PDF
Regression - English
Linear Regression
Video
00:19:33
Linear Regression - Notes
PDF
Multiple Regression & Regularized Linear Models
Video
00:17:36
Multiple Linear Regression & Regularized Linear Models - Notes
PDF
Polynomial Regression & Evaluation Metrics
Video
00:10:21
Polynomial Regression & Evaluation Metrics - Notes
PDF
Car Price Prediction Project
Video
00:09:21
Car Price Prediction Project - Code File
ZIP
Big Sales & Insurance Regression Projects
ZIP
House Rent Prediction Using Linear Regression Assignment
PDF
Regression - Hindi
Linear Regression
Video
00:17:07
Linear Regression - Notes
PDF
Multiple Regression & Regularized Linear Models
Video
00:17:18
Multiple Regression & Regularized Linear Models - Notes
PDF
Polynomial Regression & Evaluation Metrics
Video
00:11:51
Polynomial Regression & Evaluation Metrics - Notes
PDF
Car Price Prediction Project
Video
00:09:21
Car Price Prediction Project - Code File
ZIP
Big Sales & Insurance Regression Projects
ZIP
House Rent Prediction Using Linear Regression Assignment
PDF
Classification - English
Classification Fundamentals
Video
00:21:20
Classification Fundamentals
PDF
Support Vector Machine
Video
00:09:54
Support Vector Machine
PDF
Decision Tree
Video
00:18:58
Decision Tree
PDF
Telecom Churn Prediction
Video
00:25:59
Telecom Churn Prediction - Code File
ZIP
Raisin Classifier Project
ZIP
Employee Attrition Classifier Project
ZIP
Mobile Price Prediction Using Classification Assignment
PDF
Classification - Hindi
Classification Fundamentals
Video
00:20:30
Classification Fundamentals
PDF
Support Vector Machine
Video
00:10:55
Support Vector Machine
PDF
Decision Tree
Video
00:17:13
Decision Tree
PDF
Telecom Churn Prediction
Video
00:23:27
Telecom Churn Prediction - Code File
ZIP
Raisin Classifier Project
ZIP
Employee Attrition Classifier Project
ZIP
Mobile Price Prediction Using Classification Assignment
PDF
Ensemble Methods - English
Naive Bayes
Video
00:20:18
Naive Bayes - Notes
PDF
Ensemble Methods Bagging
Video
00:19:16
Ensemble Methods Bagging - Notes
PDF
Ensemble Methods Boosting
Video
00:19:58
Ensemble Methods Boosting - Notes
PDF
Vehicle Condition Assessment Project
Video
00:13:06
Vehicle Condition Assessment Project - Code File
ZIP
Ensemble Machine Learning for Car Evaluation
ZIP
Diabetic Prediction Using Stacking & Boosting
ZIP
Ensemble Learning Churn Prediction Assignment
PDF
Ensemble Methods - Hindi
Naive Bayes
Video
00:20:18
Naive Bayes - Notes
PDF
Ensemble Methods Bagging
Video
00:19:16
Ensemble Methods Bagging - Notes
PDF
Ensemble Methods Boosting
Video
00:19:58
Ensemble Methods Boosting - Notes
PDF
Vehicle Condition Assessment Project
Video
00:13:52
Vehicle Condition Assessment Project - Code File
ZIP
Ensemble Machine Learning for Car Evaluation
ZIP
Diabetic Prediction Using Stacking & Boosting
ZIP
Ensemble Learning Churn Prediction Assignment
PDF
Hyperparameter Tuning & Clustering - English
Cross Validation Techniques
Video
00:32:27
Cross Validation Techniques
PDF
Clustering Introduction
Video
00:20:57
Clustering Introduction
PDF
K-Means Clustering
Video
00:19:42
K-Means Clustering
PDF
Hierarchical Clustering
Video
00:08:53
Hierarchical Clustering
PDF
Weather Data Clustering Using K-Means
Video
00:13:31
Weather Data Clustering Using K-Means - Code File
ZIP
Cross Validation Hyperparameter Tuning
ZIP
Customer Segmentation - Code File
ZIP
Hyperparameter Tuning & Clustering - Hindi
Cross Validation Techniques
Video
00:31:29
Cross Validation Techniques
PDF
Clustering Introduction
Video
00:18:29
Clustering Introduction
PDF
K-Means Clustering
Video
00:18:16
K-Means Clustering
PDF
Hierarchical Clustering
Video
00:07:51
Hierarchical Clustering
PDF
Weather Data Clustering Using K-Means
Video
00:13:43
Weather Data Clustering Using K-Means - Code File
ZIP
Cross Validation Hyperparameter Tuning
ZIP
Customer Segmentation - Code File
ZIP
Clustering & Time Series - English
Density Based Clustering (DBSCAN)
Video
00:18:27
Density Based Clustering (DBSCAN)
PDF
Introduction to Time Series Data
Video
00:39:07
Introduction to Time Series Data
PDF
Time Series Forecasting
Video
00:21:12
Time Series Forecasting
PDF
Airlines Passengers Time Series with ARIMA
Video
00:17:58
Airlines Passengers Time Series with ARIMA - Code File
ZIP
Covid-19 Time Series Forecasting - Code File
ZIP
Gold Stock Price Prediction - Code File
ZIP
Country Clustering Using DBSCAN Assignment
PDF
Avocado Price Prediction Time Series Assignment
PDF
Clustering & Time Series - Hindi
Density Based Clustering (DBSCAN)
Video
00:17:25
Density Based Clustering (DBSCAN)
PDF
Introduction to Time Series Data
Video
00:33:24
Introduction to Time Series Data
PDF
Time Series Forecasting
Video
00:22:41
Time Series Forecasting
PDF
Airlines Passengers Time Series with ARIMA
Video
00:17:58
Airlines Passengers Time Series with ARIMA - Code File
ZIP
Covid-19 Time Series Forecasting - Code File
ZIP
Gold Stock Price Prediction - Code File
ZIP
Country Clustering Using DBSCAN Assignment
PDF
Avocado Price Prediction Time Series Assignment
PDF
Deep Learning & Artificial Neural Network - English
Introduction to Deep Learning and Neural Networks
Video
00:30:53
Introduction to Deep Learning and Neural Networks - Notes
PDF
Introduction to TensorFlow
Video
00:46:20
Introduction to TensorFlow - Notes
PDF
Building Neural Networks
Video
00:19:52
Building Neural Networks - Notes
PDF
Introduction to PyTorch
Video
00:28:06
Introduction to PyTorch - Notes
PDF
Life Expectancy Regression Using ANN
Video
00:21:40
Life Expectancy Regression Using ANN - Code File
ZIP
Artificial Neural Network Churn Modelling
ZIP
Car Price Prediction Using ANN - Code File
ZIP
Autistic Patients Classification Assignment
PDF
Deep Learning & Artificial Neural Network - Hindi
Introduction to Deep Learning and Neural Networks
Video
00:27:11
Introduction to Deep Learning and Neural Networks - Notes
PDF
Introduction to TensorFlow
Video
00:39:04
Introduction to TensorFlow - Notes
PDF
Building Neural Networks
Video
00:20:00
Building Neural Networks - Notes
PDF
Introduction to Pytorch
Video
00:33:38
Introduction to PyTorch - Notes
PDF
Life Expectancy Regression Using ANN
Video
00:20:31
Life Expectancy Regression Using ANN - Code File
ZIP
Artificial Neural Network Churn Modelling
ZIP
Car Price Prediction Using ANN - Code File
ZIP
Autistic Patients Classification Assignment
PDF
Convolutional Neural Network - English
Convolutional Neural Network Basics and Applications
Video
00:21:10
Convolutional Neural Network Basics and Applications - Notes
PDF
Transfer Learning
Video
00:16:43
Transfer Learning - Notes
PDF
Image Augmentation and Regularization
Video
00:12:30
Image Augmentation and Regularization - Notes
PDF
Convolutional Neural Network Model Evaluation and Optimization
Video
00:13:31
Convolutional Neural Network Model Evaluation and Optimization - Notes
PDF
Skin Cancer Detection Using Transfer Learning
Video
00:19:28
Skin Cancer Detection Using Transfer Learning - Code File
ZIP
CNN CIFAR 10 - Code File
ZIP
Image Classification - Code File
ZIP
Plant Disease Classification Assignment
PDF
Convolutional Neural Network - Hindi
Convolutional Neural Network Basics and Applications
Video
00:20:22
Convolutional Neural Network Basics and Applications - Notes
PDF
Transfer Learning
Video
00:14:53
Transfer Learning - Notes
PDF
Image Augmentation and Regularization
Video
00:11:46
Image Augmentation and Regularization - Notes
PDF
Convolutional Neural Network Model Evaluation and Optimization
Video
00:13:12
Convolutional Neural Network Model Evaluation and Optimization - Notes
PDF
Skin Cancer Detection Using Transfer Learning
Video
00:19:10
Skin Cancer Detection Using Transfer Learning - Code File
ZIP
CNN CIFAR 10 - Code File
ZIP
Image Classification - Code File
ZIP
Plant Disease Classification Assignment
PDF
Recurrent Neural Network - English
Recurrent Neural Network Basics and Applications
Video
00:16:09
Recurrent Neural Network Basics and Applications - Notes
PDF
Long Short-Term Memory (LSTM) Networks
Video
00:13:22
Long Short-Term Memory (LSTM) Networks - Notes
PDF
Gated Recurrent Unit (GRU)
Video
00:10:35
Gated Recurrent Unit (GRU) - Notes
PDF
Airline Passengers LSTM
Video
00:07:20
Airline Passengers LSTM - Code File
ZIP
DNA Sequencing - Code File
ZIP
Music Generation Assignment
PDF
Recurrent Neural Network - Hindi
Recurrent Neural Network Basics and Applications
Video
00:17:31
Recurrent Neural Network Basics and Applications - Notes
PDF
Long Short-Term Memory (LSTM) Networks
Video
00:13:56
Long Short-Term Memory (LSTM) Networks - Notes
PDF
Gated Recurrent Unit (GRU)
Video
00:10:14
Gated Recurrent Unit (GRU) - Notes
PDF
Airline Passengers LSTM
Video
00:08:26
Airline Passengers LSTM - Code File
ZIP
DNA Sequencing - Code File
ZIP
Music Generation Assignment
PDF
Natural Language Processing - English
Introduction to Natural Language Processing
Video
00:35:54
Introduction to Natural Language Processing - Notes
PDF
Word Embeddings
Video
00:29:11
Word Embeddings - Notes
PDF
Text Classification
Video
00:11:39
Text Classification - Notes
PDF
Disaster Tweet Analysis
Video
00:11:44
Disaster Tweet Analysis - Code File
ZIP
Named Entity Recognition - Code File
ZIP
Hate Speech Detection Using LSTM - Code File
ZIP
Vaccination Tweet Sentimental Analysis - Code File
ZIP
Emotional Analysis using BiLSTM Assignment
PDF
Natural Language Processing - Hindi
Introduction to Natural Language Processing
Video
00:30:02
Introduction to Natural Language Processing - Notes
PDF
Word Embeddings
Video
00:25:11
Word Embeddings - Notes
PDF
Text Classification
Video
00:11:39
Text Classification - Notes
PDF
Disaster Tweet Analysis
Video
00:09:15
Disaster Tweet Analysis - Code File
ZIP
Named Entity Recognition - Code File
ZIP
Hate Speech Detection Using LSTM - Code File
ZIP
Vaccination Tweet Sentimental Analysis - Code File
ZIP
Emotional Analysis using BiLSTM Assignment
PDF
Advance NLP & Generative Adversarial Network - English
Transformer
Video
00:29:47
Transformer - Notes
PDF
Bidirectional Encoder Representations from Transformers (BERT)
Video
00:20:21
Bidirectional Encoder Representations from Transformers (BERT) - Notes
PDF
Generative Adversarial Network (GAN)
Video
00:17:43
Generative Adversarial Network (GAN) - Notes
PDF
Twitter Sentiment Analysis with BERT vs RoBERTa Transformers
Video
00:25:16
Twitter Sentiment Analysis with BERT vs RoBERTa - Code File
ZIP
Echo Text App - Code File
ZIP
Anime Character Generation Using GAN
ZIP
Next Word Prediction Using Transformer Assignment
PDF
GAN Model on MNIST Dataset using Pytorch Library Assignment
PDF
Advance NLP & Generative Adversarial Network - Hindi
Transformer
Video
00:26:01
Transformer - Notes
PDF
Bidirectional Encoder Representations from Transformers (BERT)
Video
00:24:22
Bidirectional Encoder Representations from Transformers (BERT) - Notes
PDF
Generative Adversarial Network (GAN)
Video
00:18:43
Generative Adversarial Network (GAN) - Notes
PDF
Twitter Sentiment Analysis with BERT vs RoBERTa
Video
00:22:45
Twitter Sentiment Analysis with BERT vs RoBERTa - Code File
ZIP
Echo Text App - Code File
ZIP
Anime Character Generation Using GAN
ZIP
Next Word Prediction Using Transformer Assignment
PDF
GAN Model on MNIST Dataset using Pytorch Library Assignment
PDF
Generative AI LangChain & Reinforcement Learning - English
Introduction to Generative AI and Large Language Models
Video
00:24:25
Introduction to Generative AI and Large Language Models - Notes
PDF
Introduction to LangChain
Video
00:23:00
Introduction to LangChain - Notes
PDF
Reinforcement Learning for Generative AI Part 1
Video
00:19:11
Reinforcement Learning for Generative AI Part 1 - Notes
PDF
Reinforcement Learning for Generative AI Part 2
Video
00:09:30
Reinforcement Learning for Generative AI Part 2 - Notes
PDF
Q&A Using Mistral
ZIP
Memory Enabled Conversational AI Assistant
ZIP
Chat With SQL Using Gemini
ZIP
News Summarizer App
ZIP
Chat With Your CSV
ZIP
Generative AI LangChain & Reinforcement Learning - Hindi
Introduction to Generative AI and Large Language Models
Video
00:21:06
Introduction to Generative AI and Large Language Models - Notes
PDF
Introduction to LangChain
Video
00:22:36
Introduction to LangChain - Notes
PDF
Reinforcement Learning for Generative AI Part 1
Video
00:17:48
Reinforcement Learning for Generative AI Part 1 - Notes
PDF
Reinforcement Learning for Generative AI Part 2
Video
00:10:23
Reinforcement Learning for Generative AI Part 2 - Notes
PDF
Q&A Using Mistral
ZIP
Memory Enabled Conversational AI Assistant
ZIP
Chat With SQL Using Gemini
ZIP
News Summarizer App
ZIP
Chat With Your CSV
ZIP
Prompt Engineering Fine Tuning & Evaluation - English
Prompt Engineering
Video
00:20:24
Prompt Engineering - Notes
PDF
Introduction to Fine-Tuning
Video
00:09:04
Introduction to Fine-Tuning - Notes
PDF
Advanced Fine Tuning Techniques
Video
00:30:31
Advanced Fine Tuning Techniques - Notes
PDF
Evaluation of LLM and Responsible AI
Video
00:11:03
Evaluation of LLM and Responsible AI - Notes
PDF
Summarize Dialogue Using Prompt Engineering
ZIP
Fine Tune Bloomz Using PEFT and LORA
ZIP
Instruct and PEFT Fine Tuning FlanT5
ZIP
GemTweet App
ZIP
Training Model for Human Preference Scoring using Hugging Face
ZIP
Prompt Engineering Fine Tuning & Evaluation - Hindi
Prompt Engineering
Video
00:18:32
Prompt Engineering - Notes
PDF
Introduction to Fine-Tuning
Video
00:08:17
Introduction to Fine-Tuning - Notes
PDF
Advanced Fine Tuning Techniques
Video
00:25:21
Advanced Fine Tuning Techniques - Notes
PDF
Evaluation of LLM and Responsible AI - Notes
PDF
Evaluation of LLM and Responsible AI
Video
00:10:19
Summarize Dialogue Using Prompt Engineering
ZIP
Fine Tune Bloomz Using PEFT and LORA
ZIP
Instruct and PEFT Fine Tuning FlanT5
ZIP
GemTweet App
ZIP
Training Model for Human Preference Scoring using Hugging Face
ZIP
Vector Database Retrieval-Augmented Generation & Agentic AI - English
Vector Databases
Video
00:20:31
Vector Databases - Notes
PDF
Retrieval-Augmented Generation (RAG)
Video
00:13:43
Retrieval-Augmented Generation (RAG) - Notes
PDF
Introduction to Agentic AI with Crew AI
Video
00:19:46
Introduction to Agentic AI with Crew AI - Notes
PDF
Ask the Blog App
ZIP
Multi Document QA System
ZIP
Smart Finance Recommender System
ZIP
Agentic AI Stock Advisor
ZIP
Tailoring Job Applications Using Crew AI
ZIP
Vector Database Retrieval-Augmented Generation & Agentic AI - Hindi
Vector Databases
Video
00:17:34
Vector Databases - Notes
PDF
Retrieval-Augmented Generation (RAG)
Video
00:11:31
Retrieval-Augmented Generation (RAG) - Notes
PDF
Introduction to Agentic AI with Crew AI
Video
00:20:21
Introduction to Agentic AI with Crew AI - Notes
PDF
Ask the Blog App
ZIP
Multi Document QA System
ZIP
Smart Finance Recommender System
ZIP
Agentic AI Stock Advisor
ZIP
Tailoring Job Applications Using Crew AI
ZIP
AWS & Docker - English
Introduction to AWS for Data Science
Video
00:27:09
Introduction to AWS for Data Science - Notes
PDF
Deploying ML Models on AWS Part 1
Video
00:27:02
Deploying ML Models on AWS Part 1 - Notes
PDF
Deploying ML Models on AWS Part 2
Video
00:30:45
Deploying ML Models on AWS Part 2 - Notes
PDF
Containerization with Docker
Video
00:13:34
Containerization with Docker - Notes
PDF
Containerizing & Deploying ML Models
Video
00:36:01
Containerizing & Deploying ML Models - Notes
PDF
AWS & Docker - Hindi
Introduction to AWS for Data Science
Video
00:21:00
Introduction to AWS for Data Science - Notes
PDF
Deploying ML Models on AWS Part 1
Video
00:25:24
Deploying ML Models on AWS Part 1 - Notes
PDF
Deploying ML Models on AWS Part 2
Video
00:32:41
Deploying ML Models on AWS Part 2 - Notes
PDF
Containerization with Docker
Video
00:15:53
Containerization with Docker - Notes
PDF
Containerizing & Deploying ML Models
Video
00:35:02
Containerizing & Deploying ML Models - Notes
PDF
Project Week + Capstone
Travel Planner
ZIP
Productivity Booster App
ZIP
HR Assistant Chatbot
ZIP
Linkedin Post Generator
ZIP
End to End Loan Eligibility Classification
ZIP
Data Science with Gen AI - Skill up
662 Learning Materials
Course Introduction
Introduction - English
Video
00:05:21
Introduction - Hindi
Video
00:04:38
How to Use the Platform
Platform Guide: Watch, Learn & Complete Tasks!
Video
00:26:57
Python - English
Introduction to Python
Video
00:22:42
Introduction to Python - Notes
PDF
Basic Python Syntax
Video
00:17:49
Basic Python Syntax - Notes
PDF
Data Operators
Video
00:14:30
Data operators - Notes
PDF
Type Conversion & Conditions
Video
00:17:47
Type Conversion and Conditions - Notes
PDF
Loops and Control Flow - Part 1
Video
00:13:56
Loops and Control Flow - Part 2
Video
00:05:50
Loops and Control Flow - Notes
PDF
Python Namespace - Part 1
Video
00:05:35
Python Namespace - Part 2
Video
00:04:13
Python Namespace - Notes
PDF
String Objects - Part 1
Video
00:19:42
String Objects - Part 2
Video
00:10:34
String Objects - Notes
PDF
List Object Basics - Part 1
Video
00:20:45
List Object Basics - Part 2
Video
00:15:02
List Object Basics - Notes
PDF
Tuples Set Dictionaries and Its Function - Part 1
Video
00:15:23
Tuples Set Dictionaries & Its Function - Part 2
Video
00:11:06
Tuples Set Dictionaries & Its Function - Notes
PDF
Function - Part 1
Video
00:15:07
Function - Part 2
Video
00:11:27
Function - Notes
PDF
Introduction to Object-Oriented Programming
Video
00:13:12
Introduction to Object-Oriented Programming - Notes
PDF
Classes and Objects
Video
00:11:40
Classes and Objects - Notes
PDF
Encapsulation & Abstraction
Video
00:17:38
Encapsulation and Abstraction - Notes
PDF
Polymorphism and Inheritance
Video
00:15:58
Inheritance and Polymorphism - Notes
PDF
Files
Video
00:26:57
Files - Notes
PDF
Regular Expressions (Regex) & Essential Math Functions
Video
00:15:23
Regular Expressions (Regex) and Essential Math Functions - Notes
PDF
Multithreading Multiprocessing & Concurrency
Video
00:06:43
Multithreading Multiprocessing and Concurrency - Notes
PDF
Python Memory Management & Optimization
Video
00:03:26
Python Memory Management and Optimization - Notes
PDF
Working with Modules & Python Package Management
Video
00:12:10
Working with Modules and Python Package Management - Notes
PDF
Python - Hindi
Introduction to Python - Part 1
Video
00:27:56
Introduction to Python - Part 2
Video
00:04:13
Introduction to Python Notes
PDF
Basic Python Syntax - Part 1
Video
00:07:35
Basic Python Syntax - Part 2
Video
00:06:10
Basic Python Syntax Notes
PDF
Data Operators
Video
00:14:44
Data operators Notes
PDF
Type Conversion and Conditions - Part 1
Video
00:11:05
Type Conversion and Conditions - Part 2
Video
00:08:38
Type Conversion and Conditions Notes
PDF
Loops and Control Flow - Part 1
Video
00:09:16
Loops and Control Flow - Part 2
Video
00:06:34
Loops and Control Flow Notes
PDF
Python Namespace - Part 1
Video
00:05:25
Python Namespace - Part 2
Video
00:04:12
Python Namespace Notes
PDF
String Object - Part 1
Video
00:14:03
String Object - Part 2
Video
00:07:51
String Objects - Notes
PDF
List Object Basics - Part 1
Video
00:15:56
List Object Basics - Part 2
Video
00:10:31
List Object Basics - Notes
PDF
Tuples Set Dictionaries and Its Function - Part 1
Video
00:14:34
Tuples Set Dictionaries and Its Function - Part 2
Video
00:11:25
Tuples, Set, Dictionaries & Its Function - Notes
PDF
Function - Part 1
Video
00:11:57
Function - Part 2
Video
00:09:31
Function - Notes
PDF
Introduction to Object-Oriented Programming
Video
00:12:48
Introduction to Object-Oriented Programming - Notes
PDF
Classes and Objects
Video
00:13:51
Classes and Objects - Notes
PDF
Encapsulation and Abstraction
Video
00:18:39
Encapsulation and Abstraction - Notes
PDF
Polymorphism and Inheritance
Video
00:13:29
Polymorphism and Inheritance - Notes
PDF
Files
Video
00:19:14
Files - Notes
PDF
Regular Expressions (Regex) & Essential Math Functions
Video
00:12:44
Regular Expressions (Regex) & Essential Math Functions - Notes
PDF
Multithreading Multiprocessing and Concurrency
Video
00:05:49
Multithreading Multiprocessing & Concurrency - Notes
PDF
Python Memory Management and Optimization
Video
00:03:14
Python Memory Management & Optimization - Notes
PDF
Working with Modules and Python Package Management
Video
00:10:39
Working with Modules & Python Package Management - Notes
PDF
Python Lab Week
Number Guessing Game - Code
ZIP
Python Calculator - Assignment 1
PDF
Password Protected PDF - Code
ZIP
Python BMI Calculator - Assignment 2
PDF
OTP Generation & Verification - Code
ZIP
Python Random Password Generator - Assignment 3
PDF
Library Management System - Code
ZIP
Hangman Project - Code
ZIP
Python Convert Numbers to Words - Assignment 4
PDF
Python To-Do List - Code
ZIP
Python Rock Paper Scissors Game - Assignment 5
PDF
QR Code Generator & Decoder - Code
ZIP
Quiz App - Code
ZIP
Database : SQL - English
Introduction to SQL & Relational Databases
Video
00:20:45
Introduction to SQL and Relational Databases - Notes
PDF
Basic SQL Operations
Video
00:11:58
Basic SQL Operations - Notes
PDF
Advanced Querying & Joins
Video
00:24:17
Advance Querying & Joins - Notes
PDF
Database Functions
Video
00:13:28
Database Functions - Notes
PDF
Advanced Database Concepts
Video
00:11:50
Advanced Database Concepts - Notes
PDF
SQL Scripts
ZIP
Live Class Script
ZIP
Actors and Films Database
ZIP
sTunes
ZIP
HR Database
ZIP
Retail Store
ZIP
Database : SQL - Hindi
Introduction to SQL & Relational Databases
Video
00:14:27
Introduction to SQL and Relational Databases - Notes
PDF
Basic SQL Operations
Video
00:10:14
Basic SQL Operations Notes
PDF
Advanced Querying & Joins
Video
00:22:51
Advance Querying & Joins - Notes
PDF
Database Functions
Video
00:10:14
Database Functions - Notes
PDF
Advanced Database Concepts
Video
00:10:22
Advanced Database Concepts - Notes
PDF
SQL Scripts
ZIP
Live Class Script
ZIP
Actors and Films Database
ZIP
sTunes
ZIP
HR Database
ZIP
Retail Store
ZIP
NumPy & Pandas - English
Introduction to NumPy
Video
00:18:58
Introduction to NumPy - Notes
PDF
Advance NumPy
Video
00:11:21
Advance NumPy - Notes
PDF
Pandas Basics
Video
00:20:55
Pandas Basics - Notes
PDF
Advance Pandas
Video
00:14:48
Advance Pandas Notes
PDF
NumPy & Pandas - Hindi
Introduction to NumPy
Video
00:14:40
Introduction to NumPy - Notes
PDF
Advance NumPy
Video
00:07:54
Advance NumPy Notes
PDF
Pandas Basics
Video
00:14:49
Pandas Basics Notes
PDF
Advance Pandas
Video
00:11:05
Advance Pandas Notes
PDF
Numpy & Pandas Practice
Set 1 NumPy Basics - Day 1
ZIP
NumPy Assignment - 1
ZIP
Set 2 Intermediate Numpy - Day 2
ZIP
NumPy Assignment - 2
ZIP
Set 1 Pandas Basics - Day 3
ZIP
Pandas Assignment - 3
ZIP
Set 2 Pandas Intermediate - Day 4
ZIP
Pandas Assignment 4
ZIP
Set 3 Pandas Questions with Loops and Conditional Logic - Day 5
ZIP
Core Mathematics Probability & Descriptive Statistics - English
Linear Algebra
Video
00:21:15
Linear Algebra - Notes
PDF
Probability & Distribution
Video
00:23:00
Probability & Distribution - Notes
PDF
Descriptive Statistics
Video
00:14:12
Descriptive Statistics - Notes
PDF
Core Mathematics Probability & Descriptive Statistics - Hindi
Linear Algebra
Video
00:17:15
Linear Algebra - Notes
PDF
Probability & Distributions
Video
00:18:38
Probability & Distribution - Notes
PDF
Descriptive Statistics
Video
00:12:53
Descriptive Statistics - Notes
PDF
Matplotlib Seaborn Plotly & Web Scraping - English
Matplotlib
Video
00:16:04
Matplotlib - Notes
PDF
Seaborn
Video
00:22:47
Seaborn - Notes
PDF
Plotly
Video
00:18:10
Plotly - Notes
PDF
Web Scraping
Video
00:18:00
Web Scraping - Notes
PDF
Flipkart Scraper
ZIP
BikeWale Web Scrapping App
ZIP
Matplotlib Seaborn Plotly & Web Scraping - Hindi
Matplotlib
Video
00:12:54
Matplotlib - Notes
PDF
Seaborn
Video
00:19:48
Seaborn - Notes
PDF
Plotly
Video
00:15:53
Plotly - Notes
PDF
Web Scraping
Video
00:13:03
Web Scraping - Notes
PDF
Flipkart Scraper
ZIP
BikeWale Web Scrapping App
ZIP
Flask & Streamlit - English
Web Development with Flask
Video
00:14:56
Web Development with Flask - Notes
PDF
APIs with Flask
Video
00:12:15
APIs with Flask - Notes
PDF
Streamlit
Video
00:11:46
Streamlit - Notes
PDF
Login App Flask - Live Recorded Session
Video
01:22:06
Login App Flask
ZIP
Movie Data Analysis App
ZIP
Portfolio Flask
ZIP
Sales Streamlit
ZIP
Streamlit Assignment
PDF
Flask & Streamlit - Hindi
Web Development with Flask
Video
00:11:05
Web Development with Flask - Notes
PDF
APIs with Flask
Video
00:10:53
APIs with Flask - Notes
PDF
Streamlit
Video
00:09:33
Streamlit - Notes
PDF
Login App Flask - Live Recorded Session
Video
01:22:06
Login App Flask
ZIP
Movie Data Analysis App
ZIP
Portfolio Flask
ZIP
Sales Streamlit
ZIP
Streamlit Assignment
PDF
Git & Github - English
Git & GitHub
Video
02:34:59
Version Control System Notes
PDF
General Command on Git - Notes
PDF
Git Deep Dive - Notes
PDF
Book Scraper Application Assignment
PDF
Web Scraping GitHub Trending Repositories Assignment
PDF
Git & Github - Hindi
Git & Github - Part 1
Video
00:54:09
Git & Github - Part 2
Video
01:01:49
Version Control System - Notes
PDF
General Command on Git - Notes
PDF
Git Deep Dive - Notes
PDF
Book Scraper Application Assignment
PDF
Web Scraping GitHub Trending Repositories Assignment
PDF
Inferential Statistics - English
Introduction to Inferential Statistics
Video
00:16:58
Introduction to Inferential Statistics - Notes
PDF
Estimation Techniques and Hypothesis Testing
Video
00:26:07
Estimation Techniques and Hypothesis Testing - Notes
PDF
Common Statistical Tests and Correlation
Video
00:17:08
Common Statistical Tests and Correlation - Notes
PDF
Inferential Statistics - Hindi
Introduction to Inferential Statistics
Video
00:16:03
Introduction to Inferential Statistics - Notes
PDF
Estimation Techniques and Hypothesis Testing
Video
00:23:52
Estimation Techniques and Hypothesis Testing - Notes
PDF
Common Statistical Tests and Correlation
Video
00:13:23
Common Statistical Tests and Correlation - Notes
PDF
Introduction to Machine Learning - English
Introduction to Machine Learning & Data Science
Video
00:17:40
Introduction to Machine Learning & Data Science Notes
PDF
Data Preprocessing & Cleaning
Video
00:29:48
Data Preprocessing & Cleaning Notes
PDF
Data Cleaning
Video
00:12:22
Data Cleaning Notes
PDF
Exploratory Data Analysis
Video
00:11:46
Exploratory Data Analysis - Notes
PDF
Covid EDA
ZIP
Credit Card EDA
ZIP
Introduction to Machine Learning - Hindi
Introduction to Machine Learning & Data Science
Video
00:18:54
Introduction to Machine Learning & Data Science - Notes
PDF
Data Preprocessing & Cleaning
Video
00:30:21
Data Preprocessing & Cleaning Notes
PDF
Data Cleaning
Video
00:12:54
Data Cleaning - Notes
PDF
Exploratory Data Analysis
Video
00:15:34
Exploratory Data Analysis - Notes
PDF
Covid EDA
ZIP
Credit Card EDA
ZIP
Feature Engineering - English
Introduction to Feature Engineering
Video
00:19:13
Introduction to Feature Engineering
PDF
Feature Creation
Video
00:07:01
Feature Creation
PDF
Caridac Risk Factors EDA
Video
00:22:28
Cardiac Risk Factors EDA
ZIP
Super Market Sales EDA
ZIP
EDA Assignment
PDF
Feature Engineering - Hindi
Introduction to Feature Engineering
Video
00:24:51
Introduction to Feature Engineering
PDF
Feature Creation
Video
00:07:28
Feature Creation
PDF
Cardiac Risk Factors EDA
Video
00:22:32
Cardiac Risk Factors EDA
ZIP
Super Market Sales EDA
ZIP
EDA Assignment
PDF
Regression - English
Linear Regression
Video
00:19:33
Linear Regression - Notes
PDF
Multiple Regression & Regularized Linear Models
Video
00:17:36
Multiple Linear Regression & Regularized Linear Models - Notes
PDF
Polynomial Regression & Evaluation Metrics
Video
00:10:21
Polynomial Regression & Evaluation Metrics - Notes
PDF
Car Price Prediction Project
Video
00:09:21
Car Price Prediction Project - Code File
ZIP
Big Sales & Insurance Regression Projects
ZIP
House Rent Prediction Using Linear Regression Assignment
PDF
Regression - Hindi
Linear Regression
Video
00:17:07
Linear Regression - Notes
PDF
Multiple Regression & Regularized Linear Models
Video
00:17:18
Multiple Regression & Regularized Linear Models - Notes
PDF
Polynomial Regression & Evaluation Metrics
Video
00:11:51
Polynomial Regression & Evaluation Metrics - Notes
PDF
Car Price Prediction Project
Video
00:09:21
Car Price Prediction Project - Code File
ZIP
Big Sales & Insurance Regression Projects
ZIP
House Rent Prediction Using Linear Regression Assignment
PDF
Classification - English
Classification Fundamentals
Video
00:21:20
Classification Fundamentals
PDF
Support Vector Machine
Video
00:09:54
Support Vector Machine
PDF
Decision Tree
Video
00:18:58
Decision Tree
PDF
Telecom Churn Prediction
Video
00:25:59
Telecom Churn Prediction - Code File
ZIP
Raisin Classifier Project
ZIP
Employee Attrition Classifier Project
ZIP
Mobile Price Prediction Using Classification Assignment
PDF
Classification - Hindi
Classification Fundamentals
Video
00:20:30
Classification Fundamentals
PDF
Support Vector Machine
Video
00:10:55
Support Vector Machine
PDF
Decision Tree
Video
00:17:13
Decision Tree
PDF
Telecom Churn Prediction
Video
00:23:27
Telecom Churn Prediction - Code File
ZIP
Raisin Classifier Project
ZIP
Employee Attrition Classifier Project
ZIP
Mobile Price Prediction Using Classification Assignment
PDF
Ensemble Methods - English
Naive Bayes
Video
00:20:18
Naive Bayes - Notes
PDF
Ensemble Methods Bagging
Video
00:19:16
Ensemble Methods Bagging - Notes
PDF
Ensemble Methods Boosting
Video
00:19:58
Ensemble Methods Boosting - Notes
PDF
Vehicle Condition Assessment Project
Video
00:13:06
Vehicle Condition Assessment Project - Code File
ZIP
Ensemble-Based Liver Disease Outcome Prediction
ZIP
Ensemble Machine Learning for Car Evaluation
ZIP
Ensemble Learning Churn Prediction Assignment
PDF
Ensemble Methods - Hindi
Naive Bayes
Video
00:20:18
Naive Bayes - Notes
PDF
Ensemble Methods Bagging
Video
00:19:16
Ensemble Methods Bagging - Notes
PDF
Ensemble Methods Boosting
Video
00:19:58
Ensemble Methods Boosting - Notes
PDF
Vehicle Condition Assessment Project
Video
00:13:52
Vehicle Condition Assessment Project - Code File
ZIP
Ensemble-Based Liver Disease Outcome Prediction
ZIP
Ensemble Machine Learning for Car Evaluation
ZIP
Ensemble Learning Churn Prediction Assignment
PDF
Hyperparameter Tuning & Clustering - English
Cross Validation Techniques
Video
00:32:27
Cross Validation Techniques
PDF
Clustering Introduction
Video
00:20:57
Clustering Introduction
PDF
K-Means Clustering
Video
00:19:42
K-Means Clustering
PDF
Hierarchical Clustering
Video
00:08:53
Hierarchical Clustering
PDF
Weather Data Clustering Using K-Means
Video
00:13:31
Weather Data Clustering Using K-Means - Code File
ZIP
Customer Segmentation - Code File
ZIP
Online Retail Customer Segmentation Using RFM Analysis - Code File
ZIP
Mall Customers Clustering - Code File
ZIP
Hyperparameter Tuning & Clustering - Hindi
Cross Validation Techniques
Video
00:31:29
Cross Validation Techniques
PDF
Clustering Introduction
Video
00:18:29
Clustering Introduction
PDF
K-Means Clustering
Video
00:18:16
K-Means Clustering
PDF
Hierarchical Clustering
Video
00:07:51
Hierarchical Clustering
PDF
Weather Data Clustering Using K-Means
Video
00:13:43
Weather Data Clustering Using K-Means - Code File
ZIP
Customer Segmentation - Code File
ZIP
Online Retail Customer Segmentation Using RFM Analysis - Code File
ZIP
Mall Customers Clustering - Code File
ZIP
Clustering & Time Series - English
Density Based Clustering (DBSCAN)
Video
00:18:27
Density Based Clustering (DBSCAN)
PDF
Introduction to Time Series Data
Video
00:39:07
Introduction to Time Series Data
PDF
Time Series Forecasting
Video
00:21:12
Time Series Forecasting
PDF
Airlines Passengers Time Series with ARIMA
Video
00:17:58
Airlines Passengers Time Series with ARIMA - Code File
ZIP
Covid-19 Time Series Forecasting - Code File
ZIP
Gold Stock Price Prediction - Code File
ZIP
Country Clustering Using DBSCAN Assignment
PDF
Avocado Price Prediction Time Series Assignment
PDF
Clustering & Time Series - Hindi
Density Based Clustering (DBSCAN)
Video
00:17:25
Density Based Clustering (DBSCAN)
PDF
Introduction to Time Series Data
Video
00:33:24
Introduction to Time Series Data
PDF
Time Series Forecasting
Video
00:22:41
Time Series Forecasting
PDF
Airlines Passengers Time Series with ARIMA
Video
00:17:58
Airlines Passengers Time Series with ARIMA - Code File
ZIP
Covid-19 Time Series Forecasting - Code File
ZIP
Gold Stock Price Prediction - Code File
ZIP
Country Clustering Using DBSCAN Assignment
PDF
Avocado Price Prediction Time Series Assignment
PDF
Deep Learning & Artificial Neural Network - English
Introduction to Deep Learning and Neural Networks
Video
00:30:53
Introduction to Deep Learning and Neural Networks - Notes
PDF
Introduction to TensorFlow
Video
00:46:20
Introduction to TensorFlow - Notes
PDF
Building Neural Networks
Video
00:19:52
Building Neural Networks - Notes
PDF
Introduction to PyTorch
Video
00:28:06
Introduction to PyTorch - Notes
PDF
Life Expectancy Regression Using ANN
Video
00:21:40
Life Expectancy Regression Using ANN - Code File
ZIP
Artificial Neural Network Churn Modelling
ZIP
Electricity Production using ANN - Code File
ZIP
Car Price Prediction Using ANN - Code File
ZIP
Autistic Patients Classification Assignment
PDF
Deep Learning & Artificial Neural Network - Hindi
Introduction to Deep Learning and Neural Networks
Video
00:27:11
Introduction to Deep Learning and Neural Networks - Notes
PDF
Introduction to TensorFlow
Video
00:39:04
Introduction to TensorFlow - Notes
PDF
Building Neural Networks
Video
00:20:00
Building Neural Networks - Notes
PDF
Introduction to Pytorch
Video
00:33:38
Introduction to PyTorch - Notes
PDF
Life Expectancy Regression Using ANN
Video
00:20:31
Life Expectancy Regression Using ANN - Code File
ZIP
Artificial Neural Network Churn Modelling
ZIP
Electricity Production using ANN - Code File
ZIP
Car Price Prediction Using ANN - Code File
ZIP
Autistic Patients Classification Assignment
PDF
Convolutional Neural Network - English
Convolutional Neural Network Basics and Applications
Video
00:21:10
Convolutional Neural Network Basics and Applications - Notes
PDF
Transfer Learning
Video
00:16:43
Transfer Learning - Notes
PDF
Image Augmentation and Regularization
Video
00:12:30
Image Augmentation and Regularization - Notes
PDF
Convolutional Neural Network Model Evaluation and Optimization
Video
00:13:31
Convolutional Neural Network Model Evaluation and Optimization - Notes
PDF
Skin Cancer Detection Using Transfer Learning
Video
00:19:28
Skin Cancer Detection Using Transfer Learning - Code File
ZIP
CNN CIFAR 10 - Code File
ZIP
Image Classification - Code File
ZIP
MNIST Fashion - Code File
ZIP
Plant Disease Classification Assignment
PDF
Convolutional Neural Network - Hindi
Convolutional Neural Network Basics and Applications
Video
00:20:22
Convolutional Neural Network Basics and Applications - Notes
PDF
Transfer Learning
Video
00:14:53
Transfer Learning - Notes
PDF
Image Augmentation and Regularization
Video
00:11:46
Image Augmentation and Regularization - Notes
PDF
Convolutional Neural Network Model Evaluation and Optimization
Video
00:13:12
Convolutional Neural Network Model Evaluation and Optimization - Notes
PDF
Skin Cancer Detection Using Transfer Learning
Video
00:19:10
Skin Cancer Detection Using Transfer Learning - Code File
ZIP
CNN CIFAR 10 - Code File
ZIP
Image Classification - Code File
ZIP
MNIST Fashion - Code File
ZIP
Plant Disease Classification Assignment
PDF
Recurrent Neural Network - English
Recurrent Neural Network Basics and Applications
Video
00:16:09
Recurrent Neural Network Basics and Applications - Notes
PDF
Long Short-Term Memory (LSTM) Networks
Video
00:13:22
Long Short-Term Memory (LSTM) Networks - Notes
PDF
Gated Recurrent Unit (GRU)
Video
00:10:35
Gated Recurrent Unit (GRU) - Notes
PDF
Airline Passengers LSTM
Video
00:07:20
Airline Passengers LSTM - Code File
ZIP
Weather Prediction - Code File
ZIP
DNA Sequencing - Code File
ZIP
Gold Pricing LSTM - Code File
ZIP
Music Generation Assignment
PDF
Recurrent Neural Network - Hindi
Recurrent Neural Network Basics and Applications
Video
00:17:31
Recurrent Neural Network Basics and Applications - Notes
PDF
Long Short-Term Memory (LSTM) Networks
Video
00:13:56
Long Short-Term Memory (LSTM) Networks - Notes
PDF
Gated Recurrent Unit (GRU)
Video
00:10:14
Gated Recurrent Unit (GRU) - Notes
PDF
Airline Passengers LSTM
Video
00:08:26
Airline Passengers LSTM - Code File
ZIP
Weather Prediction - Code File
ZIP
DNA Sequencing - Code File
ZIP
Gold Pricing LSTM - Code File
ZIP
Music Generation Assignment
PDF
Sequence Modeling Anomaly Detection & Recommender Systems - English
Sequence-to-Sequence Models
Video
00:24:33
Sequence-to-Sequence Models - Notes
PDF
Anomaly Detection Techniques
Video
00:24:21
Anomaly Detection Techniques - Notes
PDF
Introduction to Recommender Systems
Video
00:21:12
Introduction to Recommender Systems - Notes
PDF
Salary Anomaly Detection Using Isolation Forest
Video
00:13:21
Salary Anomaly Detection Using Isolation Forest - Code File
ZIP
Anomaly on Sensor Data - Code File
ZIP
Movie Recommender System - Code File
ZIP
Food Review Recommendation System - Code File
ZIP
Books Recommendation System Assignment
PDF
Anomaly Detection on Credit Data Assignment
PDF
Sequence Modeling Anomaly Detection & Recommender Systems - Hindi
Sequence-to-Sequence Models
Video
00:20:21
Sequence-to-Sequence Models - Notes
PDF
Anomaly Detection Techniques
Video
00:20:59
Anomaly Detection Techniques - Notes
PDF
Introduction to Recommender Systems
Video
00:19:14
Introduction to Recommender Systems - Notes
PDF
Salary Anomaly Detection Using Isolation Forest
Video
00:13:06
Salary Anomaly Detection Using Isolation Forest - Code File
ZIP
Anomaly on Sensor Data - Code File
ZIP
Movie Recommender System - Code File
ZIP
Food Review Recommendation System - Code File
ZIP
Books Recommendation System Assignment
PDF
Anomaly Detection on Credit Data Assignment
PDF
Natural Language Processing - English
Introduction to Natural Language Processing
Video
00:35:54
Introduction to Natural Language Processing - Notes
PDF
Word Embeddings
Video
00:29:11
Word Embeddings - Notes
PDF
Text Classification
Video
00:11:39
Text Classification - Notes
PDF
Disaster Tweet Analysis
Video
00:11:44
Disaster Tweet Analysis - Code File
ZIP
Named Entity Recognition - Code File
ZIP
Telecom Support Chatbot - Code File
ZIP
Hate Speech Detection Using LSTM - Code File
ZIP
Vaccination Tweet Sentimental Analysis - Code File
ZIP
Emotional Analysis using BiLSTM Assignment
PDF
Natural Language Processing - Hindi
Introduction to Natural Language Processing
Video
00:30:02
Introduction to Natural Language Processing - Notes
PDF
Word Embeddings
Video
00:25:11
Word Embeddings - Notes
PDF
Text Classification
Video
00:11:39
Text Classification - Notes
PDF
Disaster Tweet Analysis
Video
00:09:15
Disaster Tweet Analysis - Code File
ZIP
Named Entity Recognition - Code File
ZIP
Telecom Support Chatbot - Code File
ZIP
Hate Speech Detection Using LSTM - Code File
ZIP
Vaccination Tweet Sentimental Analysis - Code File
ZIP
Emotional Analysis using BiLSTM Assignment
PDF
Advance NLP & Generative Adversarial Network - English
Transformer
Video
00:29:47
Transformer - Notes
PDF
Bidirectional Encoder Representations from Transformers (BERT)
Video
00:20:21
Bidirectional Encoder Representations from Transformers (BERT) - Notes
PDF
Generative Adversarial Network (GAN)
Video
00:17:43
Generative Adversarial Network (GAN) - Notes
PDF
Twitter Sentiment Analysis with BERT vs RoBERTa Transformers
Video
00:25:16
Twitter Sentiment Analysis with BERT vs RoBERTa - Code File
ZIP
Topic Modeling - Code File
ZIP
Machine Translation - Code File
ZIP
Echo Text App - Code File
ZIP
Anime Character Generation Using GAN
ZIP
Next Word Prediction Using Transformer Assignment
PDF
GAN Model on MNIST Dataset using Pytorch Library Assignment
PDF
Advance NLP & Generative Adversarial Network - Hindi
Transformer
Video
00:26:01
Transformer - Notes
PDF
Bidirectional Encoder Representations from Transformers (BERT)
Video
00:24:22
Bidirectional Encoder Representations from Transformers (BERT) - Notes
PDF
Generative Adversarial Network (GAN)
Video
00:18:43
Generative Adversarial Network (GAN) - Notes
PDF
Twitter Sentiment Analysis with BERT vs RoBERTa
Video
00:22:45
Twitter Sentiment Analysis with BERT vs RoBERTa - Code File
ZIP
Topic Modeling - Code File
ZIP
Machine Translation - Code File
ZIP
Echo Text App - Code File
ZIP
Anime Character Generation Using GAN
ZIP
Next Word Prediction Using Transformer Assignment
PDF
GAN Model on MNIST Dataset using Pytorch Library Assignment
PDF
Generative AI LangChain & Reinforcement Learning - English
Introduction to Generative AI and Large Language Models
Video
00:24:25
Introduction to Generative AI and Large Language Models - Notes
PDF
Introduction to LangChain
Video
00:23:00
Introduction to LangChain - Notes
PDF
Reinforcement Learning for Generative AI Part 1
Video
00:19:11
Reinforcement Learning for Generative AI Part 1 - Notes
PDF
Reinforcement Learning for Generative AI Part 2
Video
00:09:30
Reinforcement Learning for Generative AI Part 2 - Notes
PDF
Q&A Using Mistral
ZIP
Memory Enabled Conversational AI Assistant
ZIP
Chat With SQL Using Gemini
ZIP
News Summarizer App
ZIP
Chat With Your CSV
ZIP
Generative AI LangChain & Reinforcement Learning - Hindi
Introduction to Generative AI and Large Language Models
Video
00:21:06
Introduction to Generative AI and Large Language Models - Notes
PDF
Introduction to LangChain
Video
00:22:36
Introduction to LangChain - Notes
PDF
Reinforcement Learning for Generative AI Part 1
Video
00:17:48
Reinforcement Learning for Generative AI Part 1 - Notes
PDF
Reinforcement Learning for Generative AI Part 2
Video
00:10:23
Reinforcement Learning for Generative AI Part 2 - Notes
PDF
Q&A Using Mistral
ZIP
Memory Enabled Conversational AI Assistant
ZIP
Chat With SQL Using Gemini
ZIP
News Summarizer App
ZIP
Chat With Your CSV
ZIP
Prompt Engineering Fine Tuning & Evaluation - English
Prompt Engineering
Video
00:20:24
Prompt Engineering - Notes
PDF
Introduction to Fine-Tuning
Video
00:09:04
Introduction to Fine-Tuning - Notes
PDF
Advanced Fine Tuning Techniques
Video
00:30:31
Advanced Fine Tuning Techniques - Notes
PDF
Evaluation of LLM and Responsible AI
Video
00:11:03
Evaluation of LLM and Responsible AI - Notes
PDF
Summarize Dialogue Using Prompt Engineering
ZIP
Fine Tune Bloomz Using PEFT and LORA
ZIP
Instruct and PEFT Fine Tuning FlanT5
ZIP
GemTweet App
ZIP
Training Model for Human Preference Scoring using Hugging Face
ZIP
Prompt Engineering Fine Tuning & Evaluation - Hindi
Prompt Engineering
Video
00:18:32
Prompt Engineering - Notes
PDF
Introduction to Fine-Tuning
Video
00:08:17
Introduction to Fine-Tuning - Notes
PDF
Advanced Fine Tuning Techniques
Video
00:25:21
Advanced Fine Tuning Techniques - Notes
PDF
Evaluation of LLM and Responsible AI - Notes
PDF
Evaluation of LLM and Responsible AI
Video
00:10:19
Summarize Dialogue Using Prompt Engineering
ZIP
Fine Tune Bloomz Using PEFT and LORA
ZIP
Instruct and PEFT Fine Tuning FlanT5
ZIP
GemTweet App
ZIP
Training Model for Human Preference Scoring using Hugging Face
ZIP
Vector Database Retrieval-Augmented Generation & Agentic AI - English
Vector Databases
Video
00:20:31
Vector Databases - Notes
PDF
Retrieval-Augmented Generation (RAG)
Video
00:13:43
Retrieval-Augmented Generation (RAG) - Notes
PDF
Introduction to Agentic AI with Crew AI
Video
00:19:46
Introduction to Agentic AI with Crew AI - Notes
PDF
Ask the Blog App
ZIP
Multi Document QA System
ZIP
Smart Finance Recommender System
ZIP
Agentic AI Stock Advisor
ZIP
Tailoring Job Applications Using Crew AI
ZIP
Vector Database Retrieval-Augmented Generation & Agentic AI - Hindi
Vector Databases
Video
00:17:34
Vector Databases - Notes
PDF
Retrieval-Augmented Generation (RAG)
Video
00:11:31
Retrieval-Augmented Generation (RAG) - Notes
PDF
Introduction to Agentic AI with Crew AI
Video
00:20:21
Introduction to Agentic AI with Crew AI - Notes
PDF
Ask the Blog App
ZIP
Multi Document QA System
ZIP
Smart Finance Recommender System
ZIP
Agentic AI Stock Advisor
ZIP
Tailoring Job Applications Using Crew AI
ZIP
AWS & Docker - English
Introduction to AWS for Data Science
Video
00:27:09
Introduction to AWS for Data Science - Notes
PDF
Deploying ML Models on AWS Part 1
Video
00:27:02
Deploying ML Models on AWS Part 1 - Notes
PDF
Deploying ML Models on AWS Part 2
Video
00:30:45
Deploying ML Models on AWS Part 2 - Notes
PDF
Containerization with Docker
Video
00:13:34
Containerization with Docker - Notes
PDF
Containerizing & Deploying ML Models
Video
00:36:01
Containerizing & Deploying ML Models - Notes
PDF
AWS & Docker - Hindi
Introduction to AWS for Data Science
Video
00:21:00
Introduction to AWS for Data Science - Notes
PDF
Deploying ML Models on AWS Part 1
Video
00:25:24
Deploying ML Models on AWS Part 1 - Notes
PDF
Deploying ML Models on AWS Part 2
Video
00:32:41
Deploying ML Models on AWS Part 2 - Notes
PDF
Containerization with Docker
Video
00:15:53
Containerization with Docker - Notes
PDF
Containerizing & Deploying ML Models
Video
00:35:02
Containerizing & Deploying ML Models - Notes
PDF
Project Week + Capstone
Travel Planner
ZIP
Productivity Booster App
ZIP
HR Assistant Chatbot
ZIP
Linkedin Post Generator
ZIP
End to End Loan Eligibility Classification
ZIP
Optional Content
Excel - English
Video
00:28:47
Excel - Hindi
Video
00:23:28
Excel - Notes
PDF
Excel - Resources
ZIP
NoSQL - English
Video
00:25:00
NoSQL - Hindi
Video
00:27:25
NoSQL - Notes
PDF
NoSQL - Resources
ZIP
Course Instructor
Arpit Jain
Jyoti Nigam
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