Course curriculum

  • 1

    Let's get started here..!

    • Student GuideBook

    • Know About Your Trainer

    • Jupyter NoteBook Installation Guide

    • DATA SCIENCE THE BIG FUTURE: INTRODUCTION AND SCOPE
  • 2

    Recorded Sessions

    • Data Science Session 1

    • Data Science Session 2

    • Data Science Session 3

    • Data Science Session 4

    • Data Science Session 5

    • Data Science Session 6-.
  • 3

    Important Material

    • Assignment 1: Python Basics

    • Data Structure in Python

    • Control Flow and Loops in Python

    • Assignment 2: Practice and FAQ's

    • Practice Statistics Question

    • Statistics
  • 4

    Module 7

    • Data Science Live Session 7- 14/08/2020
  • 5

    Module 8

    • Data Science Live Session 8- 18/08/2020
  • 6

    Module 9

    • Data Science Live Session 9- 20/08/2020
  • 7

    Module 10

    • Data Science Live Session 10- 21/08/2020
  • 8

    Module 11

    • Data Science Live Session 11- 22/08/2020
  • 9

    Module 12

    • Data Science Live Session 12- 23/08/2020
  • 10

    Module 13

    • Data Science Live Session 13- 25/08/2020
  • 11

    Module 14

    • Data Science Live Session 14- 27/08/2020
  • 12

    Module 15

    • Data Science Live Session 15- 28/08/2020
  • 13

    Important Reading Material

    • Statistics

    • NUMPY

    • PANDAS
  • 14

    Reference Material

    • EDA Dataset

    • DataPerts - MATPLOTLIB

    • DataPerts - SEABORN

    • DataPerts - EDA

    • Session 1 - Types of Data, Measures of Central & Dispersion_stats

    • Session 2 - Skewness, Kurtosis, Descriptive Stats
  • 15

    Module 16

    • Data Science Live Session 16- 29/08/2020
  • 16

    Module 17

    • Data Science Live Session 17- 03/09/2020
  • 17

    Module 18

    • Data Science Live Session 18- 05/09/2020
  • 18

    Module 19

    • Data Science Live Session 19- 06/09/2020
  • 19

    Module 20

    • Data Science Live Session 20- 07/09/2020
  • 20

    Module 21

    • Data Science Live Session 21- 09/09/2020
  • 21

    Module 22

    • Data Science Live Session 22- 12/09/2020
  • 22

    Module 23

    • Data Science Live Session 23- 13/09/2020
  • 23

    Module 24

    • Data Science Live Session 24- 26/09/2020
  • 24

    Module 25

    • Data Science Live Session 25- 27/09/2020
  • 25

    Project

    • Problem Statement

    • Titanic.csv

    • Project Submission Link
  • 26

    Reference Material

    • Fruits

    • SLR_AdSpendVsSales

    • Multiple LR_Advertising_2_CategoricalVariables

    • InMovidu+DataPerts - SLR - AdSpendVsSales

    • Multiple LR_Advertising_Categorical

    • Logistic Regression

    • Subscription

    • KNN Classification_1 - IRIS

    • KNN Classification - Fruits
  • 27

    Important Material

    • 01 - Decision Tree Basics.html

    • 03- Decision Tree - Diabetes (1).html

    • 01 - Random Forest - Introduction.html

    • 02 - Random Forest Classification - Social Network Ads.html

    • 01 - Clustering - Introduction.html

    • KMeans_Case Study1_CreditCard.html

    • KMeans_Case Study2_Seeds.html

    • Hierarchical_Case Study1_CreditCard.html

    • Hierarchical_Case Study2_seeds.html

    • Diabetes.csv

    • Social Network Ads

    • creditcard.csv

    • seeds.csv