Data Science with Gen AI- Skill up + Land a Job

Course Instructor Richa Dimri

₹18999.00 ₹21999.00 14% OFF

Course Overview

Schedule of Classes

Start Date & End Date

Jan 13 2025 - Aug 18 2025

Course Curriculum

1 Subject

Data Science with Gen AI- Skill up + Land a Job

234 Learning Materials

Python - English

Introduction to Python

Video

22:42

Basic Python Syntax

Video

17:49

Data Operators

Video

14:30

Type Conversion and Conditions

Video

17:47

Loops and Control Flow - Part 1

Video

13:56

Loops and Control Flow - Part 2

Video

5:50

Python Namespace - Part 1

Video

5:35

Python Namespace - Part 2

Video

4:13

Introduction to Python - Notes

PDF

Basic Python Syntax - Notes

PDF

Data operators - Notes

PDF

Type Conversion and Conditions - Notes

PDF

Loops and Control Flow - Notes

PDF

Python Namespace - Notes

PDF

WM1- Master_Notebook

ZIP

String Objects - Part 1

Video

19:42

String Objects - Part 2

Video

10:34

List Object Basics - Part 1

Video

20:45

List Object Basics - Part 2

Video

15:2

Tuples Set Dictionaries & Its Function - Part 1

Video

15:23

Tuples Set Dictionaries & Its Function - Part 2

Video

11:6

Function - Part 1

Video

15:7

Function - Part 2

Video

11:27

String Objects - Notes

PDF

List Object Basics - Notes

PDF

Tuples, Set, Dictionaries and Its Function - Notes

PDF

Function - Notes

PDF

WM2_Master_Notebook

ZIP

Introduction to Object-Oriented Programming

Video

13:12

Classes and Objects

Video

11:40

Encapsulation & Abstraction

Video

17:38

Polymorphism and Inheritance

Video

15:58

Introduction to Object-Oriented Programming - Notes

PDF

Classes and Objects - Notes

PDF

Encapsulation and Abstraction - Notes

PDF

Inheritance and Polymorphism - Notes

PDF

WM3_Master_Notebook

ZIP

Files

Video

26:57

Regular Expressions (Regex) & Essential Math Functions

Video

15:23

Multithreading Multiprocessing & Concurrency

Video

6:43

Python Memory Management and Optimization

Video

3:26

Working with Modules & Python Package Management

Video

12:10

Files - Notes

PDF

Regular Expressions (Regex) and Essential Math Functions - Notes

PDF

Multithreading Multiprocessing and Concurrency - Notes

PDF

Python Memory Management and Optimization - Notes

PDF

Working with Modules and Python Package Management - Notes

PDF

WM4_Master_Notebook

ZIP

Python - Hindi

Introduction to Python - Part 1

Video

27:56

Introduction to Python - Part 2

Video

4:13

Basic Python Syntax - Part 1

Video

7:35

Basic Python Syntax - Part 2

Video

6:10

Data Operators

Video

14:44

Type Conversion and Conditions - Part 1

Video

11:5

Type Conversion and Conditions - Part 2

Video

8:38

Loops and Control Flow - Part 1

Video

9:16

Loops and Control Flow - Part 2

Video

6:34

Python Namespace - Part 1

Video

5:25

Python Namespace - Part 2

Video

4:12

Introduction to Python - Notes

PDF

Basic Python Syntax - Notes

PDF

Data Operators - Notes

PDF

Type Conversion and Conditions - Notes

PDF

Loops and Control Flow - Notes

PDF

Python Namespace - Notes

PDF

WM1_Master_Notebook

ZIP

String Object - Part 1

Video

14:3

String Object - Part 2

Video

7:51

List Object Basics - Part 1

Video

15:56

List Object Basics - Part 2

Video

10:31

Tuples Set Dictionaries and Its Function - Part 1

Video

14:34

Tuples Set Dictionaries and Its Function - Part 2

Video

11:25

Function - Part 1

Video

11:57

Function - Part 2

Video

9:31

String Objects - Notes

PDF

List Object Basics - Notes

PDF

Tuples, Set, Dictionaries & Its Function - Notes

PDF

Function - Notes

PDF

WM2_Master_Notebook

ZIP

Introduction to Object-Oriented Programming

Video

12:48

Classes and Objects

Video

13:51

Encapsulation and Abstraction

Video

18:39

Polymorphism and Inheritance

Video

13:29

Introduction to Object-Oriented Programming - Notes

PDF

Classes and Objects - Notes

PDF

Encapsulation and Abstraction - Notes

PDF

Inheritance and Polymorphism - Notes

PDF

WM3_Master_Notebook

ZIP

Files

Video

19:14

Regular Expressions (Regex) & Essential Math Functions

Video

12:44

Multithreading Multiprocessing and Concurrency

Video

5:49

Python Memory Management & Optimization

Video

3:14

Working with Modules & Python Package Management

Video

10:39

Files - Notes

PDF

Regular Expressions (Regex) & Essential Math Functions - Notes

PDF

Multithreading Multiprocessing & Concurrency - Notes

PDF

Python Memory Management & Optimization - Notes

PDF

Working with Modules and 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 and Verification - Code

ZIP

Python Random Password Generator - Assignment 3

PDF

Library Management System - Code

ZIP

Hangman - 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

20:45

Basic SQL Operations

Video

11:58

Advanced Querying & Joins

Video

24:17

Database Functions & Performance Optimization

Video

13:28

Advanced Database Concepts

Video

11:50

Introduction to SQL and Relational Databases - Notes

PDF

Basic SQL Operations - Notes

PDF

Basic to Advance Queries and Joins - Notes

PDF

Database Functions - Notes

PDF

Advanced Database Concepts - Notes

PDF

SQL Scripts

ZIP

Live Class Script

ZIP

Actors and Films Database

ZIP

sTunes

ZIP

Database: SQL - Hindi

Introduction to SQL & Relational Databases

Video

14:27

Basic SQL Operations

Video

10:14

Advanced Querying & Joins

Video

22:51

Database Functions & Performance Optimization

Video

10:14

Advanced Database Concepts

Video

10:22

Introduction to SQL and Relational Databases - Notes

PDF

Basic SQL Operations - Notes

PDF

Basic to Advance Queries and Joins - Notes

PDF

Database Functions - Notes

PDF

Advanced Database Concepts - Notes

PDF

SQL Scripts

ZIP

Live Class Script

ZIP

Actors and Films Database

ZIP

sTunes

ZIP

NumPy & Pandas - English

Introduction to NumPy

Video

18:58

Advance NumPy

Video

11:21

Pandas Basics

Video

20:55

Advance Pandas

Video

14:48

Introduction to NumPy - Notes

PDF

Advance NumPy - Notes

PDF

Pandas Basics - Notes

PDF

Advance Pandas - Notes

PDF

NumPy & Pandas - Hindi

Introduction to NumPy

Video

14:40

Advance NumPy

Video

7:54

Pandas Basics

Video

14:49

Advance Pandas

Video

11:5

Introduction to NumPy - Notes

PDF

Advance NumPy - Notes

PDF

Pandas Basics - Notes

PDF

Advance Pandas - Notes

PDF

Numpy & Pandas Practice Week

NumPy & Pandas Practice - Day 1

Video

1:6:4

Set 1 NumPy Basics - Day 1

ZIP

NumPy Assignment - 1

ZIP

NumPy and Pandas Practice - Day 2

Video

1:5:46

Set 2 Intermediate Numpy - Day 2

ZIP

NumPy Assignment - 2

ZIP

NumPy and Pandas Practice Day - 3

Video

1:5:3

Set 1 Pandas Basics - Day 1

ZIP

Pandas Assignment - 3

ZIP

NumPy and Pandas Practice - Day 4

Video

1:28:25

Set 2 Pandas Intermediate - Day 4

ZIP

Pandas Assignment 4

ZIP

NumPy and Pandas Practice - Day 5

Video

1:8:6

Set 3 Pandas Questions with Loops and Conditional Logic - Day 5

ZIP

Core Mathematics Probability & Descriptive Statistics - English

Linear Algebra

Video

21:15

Probability & Distribution

Video

23:00

Descriptive Statistics

Video

14:12

Linear Algebra - Notes

PDF

Probability & Distribution - Notes

PDF

Descriptive Statistics - Notes

PDF

Core Mathematics Probability & Descriptive Statistics - Hindi

Linear Algebra

Video

17:15

Probability & Distributions

Video

18:38

Descriptive Statistics

Video

12:53

Linear Algebra - Notes

PDF

Probability & Distribution Notes

PDF

Descriptive Statistics Notes

PDF

Matplotlib Seaborn Plotly & Web Scraping - English

Matplotlib

Video

16:4

Seaborn

Video

22:47

Plotly

Video

18:10

Web Scraping

Video

18:00

Matplotlib - Notes

PDF

Seaborn - Notes

PDF

Plotly - Notes

PDF

Web Scraping - Notes

PDF

EDA Credit

ZIP

Flipkart Scraper

ZIP

Matplotlib Seaborn Plotly & Web Scraping - Hindi

Matplotlib

Video

12:54

Seaborn

Video

19:48

Plotly

Video

15:53

Web Scraping

Video

13:3

Matplotlib - Notes

PDF

Seaborn - Notes

PDF

Plotly - Notes

PDF

Web Scraping - Notes

PDF

EDA Credit

ZIP

Flipkart Scraper

ZIP

Flask & Streamlit - English

Web Development with Flask

Video

14:56

APIs with Flask

Video

12:15

Streamlit

Video

11:46

Web Development with Flask - Notes

PDF

APIs with Flask - Notes

PDF

Streamlit - Notes

PDF

Master Notebook

ZIP

Movie Data Analysis App

ZIP

Login App Flask - Live Recorded Session

Video

1:22:6

Login App FLask

ZIP

Streamlit Assignment

PDF

Portfolio Flask

ZIP

Flask & Streamlit - Hindi

Web Development with Flask

Video

11:5

APIs with Flask

Video

10:53

Streamlit

Video

9:33

Web Development with Flask - Notes

PDF

APIs with Flask - Notes

PDF

Streamlit - Notes

PDF

Master Notebook

ZIP

Movie Data Analysis App

ZIP

Login App Flask - Live Recorded Session

Video

1:22:6

Login App FLask

ZIP

Streamlit Assignment

PDF

Portfolio Flask

ZIP

Git & Github - English

Git & Github

Video

2:34:59

Version Control System - Notes

PDF

General Command on Git - Notes

PDF

Git Deep Dive - Notes

PDF

Git & Github - Hindi

Git & GitHub - Part 1

Video

54:9

Git & GitHub - Part 2

Video

1:1:49

Version Control System - Notes

PDF

General Command on Git - Notes

PDF

Git Deep Dive - Notes

PDF

Inferential Statistics - English

Inferential Statistics - Hindi

Introduction to Machine Learning

Exploratory Data Analysis

Feature Engineering

Regression

Classification

Clustering

Anomaly Detection

AWS

Deep Learning

Tensorflow & PyTorch

Convolutional Neural Network

Generative Adversarial Networks and Stable Diffusion

Natural Language Processing

Natural Language Understanding

Time Series

Recurrent Neural Network & Transformer

Generative AI

Excel

Power BI

Database: NoSQL

Course Instructor