Affordable Data Science Course

Data Understanding & Data Pre-Processing with R Programming

Introduction to Data Science

23:03
Installation of R_R Studio

19:42
Basics of R Studio

39:40
Data Visualization

33:25
Data Modelling

13:53
Data Joining

09:45
Data Visualization with ggplot2

11:03
Data Preparation

09:39
Data Cleaning with RegExp

34:30
Company Casestudy_ Data Visualization

53:29
Installation & Basics of Python

57:19
Script Files.zip
Project.zip

Mastering Python

Introduction to Python

01:02:54
Python Arithmetic Operators and Data Structure

01:04:10
Variables, Values, Data Types, Int in Python

01:01:53
List, Tuple, Set & Dict Commands in Python

57:16
Different List Methods

55:48
Different Tuple Methods

01:04:52
Different Set Methods

01:00:50
Different Dictionary & String Manipulations

50:56
Overview on Loops, IF, USD Functions, Escape Sequences, Lambda, Regular Exp

01:03:15
IF Statement, Types of Operators, Lambda, Python Modules

23:42
Loops, Break, Continue, Different Arguments

01:01:18
Functions, Escape Sequence & Lambda

52:23
Hackathon-1

54:32

MySQL

Power BI

Introduction to Machine Learning

Linear Regression Math

Linear Regression Overview

29:28
Supervised And Unsupervised Learning

29:28
Linear Regression Deep Dive

40:40
Hypothesis Testing -1

32:27
Hypothesis Testing -2

20:04
Project On Linear Regression

23:21
How To Increase Model Accuracy

28:51
Lasso Ridge Regression

39:24
Files Used In Videos
Data Mining PPt

Course Content

Data Understanding & Data Pre-Processing with R Programming

Introduction to Data Science

Installation of R_R Studio

Basics of R Studio

Data Visualization

Data Modelling

Data Joining

Data Visualization with ggplot2

Data Preparation

Data Cleaning with RegExp

Company Casestudy_ Data Visualization

Installation & Basics of Python

Script Files.zip

Project.zip

Mastering Python

Introduction to Python

Python Arithmetic Operators and Data Structure

Variables, Values, Data Types, Int in Python

List, Tuple, Set & Dict Commands in Python

Different List Methods

Different Tuple Methods

Different Set Methods

Different Dictionary & String Manipulations

Overview on Loops, IF, USD Functions, Escape Sequences, Lambda, Regular Exp

IF Statement, Types of Operators, Lambda, Python Modules

Loops, Break, Continue, Different Arguments

Functions, Escape Sequence & Lambda

Hackathon-1

MySQL

Introduction to My SQL

Creating Data Base In My SQL

Deep Dive Into My SQL

Queries In My SQL

Clause In My SQL-1

Clause In My SQL-2

MySQL MCQ.docx

Power BI

Day-1

Day-2

Day-3

Day-4

Day-5

Introduction to Machine Learning

Supervised Vs Unsupervised

Fundamental Of ML Part-1

Fundamental Of ML Part-2

Insight_s from Train _ Test Accuracy

Linear Regression Math

Linear Regression Overview

Supervised And Unsupervised Learning

Linear Regression Deep Dive

Hypothesis Testing -1

Hypothesis Testing -2

Project On Linear Regression

How To Increase Model Accuracy

Lasso Ridge Regression

Files Used In Videos

Data Mining PPt

Logistic Regression Math

Introduction To Logistic Regression

Logistic Regression Maths

Logistic Regression Evaluation Metrics

ROC_AUC Curve

Decision Tree & Ensembling Math

Decision Tree Deep Dive

Random Forest Maths

Introduction To Gradient Boosting

KNN Algorithm

Introduction To KNN

KNN Math

KNN Algorithm Case Study-1

Support Vector Math

SVM Deep Dive

Artificial Neural Network

Introduction To Neural Networks

Neural Network Architecture

Different Activation Functions

Time Series Math

Introduction To Time Series Modelling