GITAA-Data Science-Courses-Training-AI-ML-R-Python

Skills Covered in the Course

check Python

Course Content

12 Sections

Week 1

Introduction

Introduction to Spyder

Week 2

Sequence data types and associated operations

NumPy

Week 3

Basics of statistics

Hands-on session on basics of statistics

Week 4

Data acquisition & preparation using case stud...

Week 5

Inferential Statistics

Hands-on session on inferential statistics using a...

Data visualization using matplotlib and seaborn li...

Control structures

Week 6

Linear algebra

Hands-on session on linear algebra using a case st...

Week 7

Optimization

Hands-on session on optimization using a case stud...

Week 8

Predictive Modelling

Week 9

Case study 1 - Regression

Week 10

Machine learning

Case study 2 - Classification

Week 11

Machine Learning

Case study 3 - Classification

Week 12

Time Series Modelling

Case study 4 – Time series

Case study 5 - NLP

Reviews

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