Data Science Training

Module 1

Introduction to Python

Module 2

Data Manipulation with Python

Module 3

Data Analysis with Python

Module 4

Introduction to Mathematics for Data Science

Module 5

Linear Algebra

Module 6

Calculus

Module 7

Probability and Statistics

Module 8

Optimization and Numerical Methods

Module 9

Graph Theory and Network Analysis

Module 10

Statistical Analysis with Python

Module 11

Introduction to Data Science and Machine Learning

Module 12

Data Preprocessing and Exploration

Module 13

Supervised Learning Algorithms

Module 14

Unsupervised Learning Algorithms

Module 15

Model Evaluation and Validation

Module 16

Introduction to Advanced Topics in Machine Learning