IIT Madras - B.S. Degree Programme

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Mathematics for Data Science 1 - Introduction

Statistics for Data Science 1 - Introduction

Lecture 1.1 - Introduction and Types of Data - Basic definitions

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Lecture 1.2 - Introduction and Types of Data - Understanding data

Introduction - Week wise of the course

Lecture 1.3 - Introduction and Types of Data - Classification of data

Lecture 1.4 - Introduction and Types of Data - Scales of measurement

Introduction

IIT Madras Online Degree Programme

Convergence of K-means algorithm

Building a Simple Linear Regression model on Python

Lecture 1.5 - Mutiple random variables: Joint PMF of two discrete random variables

Escape characters and types of quotes

Live Coding - Week 1

Feed forward neural networks

W6L4_Using Heaps in Algorithms

Scope of Variables

Matrix Multiplication - 2

Python - Live Coding 1 - Week 1

IITM BS - DS: Access to campus courses

From IITM BS Degree student to Data Scientist | Nandini Kushwah | IITM BS Success Stories | 2024 |

English 1 (Basic English) - Introduction

Convert text to columns in Excel

Clean up data in Excel

Operators and Expressions 1

Application Design and Development/4: Python and PostgreSQL

More Examples of Functions

More on range and for loop without range

Open Session - Week 1 (CT)

Live - Orientation for Qualifier May 2024

Inheritance and Method Overriding

CODE - eMobility and Electric Vehicle Engineering

Formatted Printing

IITM BS in Electronic Systems ( ENG )

Variables Revisited Dynamic Typing

More on Variables, Operators and Expressions

Boosting: Adaboost and GradBoost

Pandas Series, DataFrame and more

System Commands_Orientation May 2022

Introduction to Matplotlib library

Variance of a Random Variable - Properties of a Variance

Image classification with Python (Keras)

Bagging and Random Forest Classifier on MNIST

Digitization, Digitalization and Digital Transformation

Generative model-based algorithm

Types of Function Arguments

Introduction to Numpy library

Modern tools to simplify deep learning models: Geospatial Analysis with Python

System Commands - Revision for OPPE 1

Copy of From Classroom to Industry: How and What Projects Help You Become an ML Engineer

System Commands - Revision Session - End Term

LIVE _ O2E (Order to Execution) Cycle and Software Project Roles and Skills

Lecture 6.1: Joint continuous random variables

Outlier detection with Excel

Protecting privacy on social media- Anonymization

Numeric Transformers

Programming with Quantum Computers