Data Science with Gen AI - Skill up

Course Instructor Richa Dimri

₹14999.00 ₹17999.00 17% 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

231 Learning Materials

Python - English

Introduction to Python

Video

22:42

Basic Python Syntax

Video

17:49

Data Operators

Video

14:30

Type Conversion & 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 and 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 & 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 & 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 and Optimization

Video

3:14

Working with Modules and 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 & 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

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

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

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

BikeWale Web Scrapping App

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

BikeWale Web Scrapping App

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 & Stable Diffusion

Natural Language Processing

Natural Language Understanding

Time Series

Recurrent Neural Network & Transformer

Generative AI

Excel

Power BI

Database: NoSQL

Course Instructor