Course Content
Data Science
0/1
Introduction to the Course
03:42
Data Science Intro
0/2
DataScience
05:34
Understanding Buzzwords
05:02
Excel – Data Analysis and Visualization
0/3
DA-Excel
11:42
DA Excel 2
12:35
DA Excel 3
05:31
Introduction to Python
0/8
Introduction to Python
18:20
Control Structures and Functions – Part 1
12:28
Control Structures and Functions – Part 2
14:43
Data Structures – Tuples
09:00
Data Structures – Lists
08:35
Data Structures – Sets
04:27
Data Structures – Dictionary
03:27
Class and Objects
18:19
Probability
0/5
Basics of probability
06:38
Conditional and Bayes
03:02
Random Variable and Discrete Probab
08:53
Continuous Random Variables
04:23
Central Limit Theorem
03:37
Statistics
0/9
Statistics in Data Science
05:25
Measures of Central Tendency
07:48
Measures of Dispersion
05:27
Hypothesis Testing
10:18
Types of errors
05:45
Regression Analysis
05:13
Underfitting and Overfitting
05:54
Types of Regression Analysis
05:26
Correlation and Regression
10:32
Advanced Python Tools
0/10
NumPy Part 1
04:46
NumPy Part 2
06:11
NumPy Part 3
04:54
NumPy Part 4
06:44
Pandas Part 1
08:33
Pandas Part 2
07:45
Matplotlib Part 1
07:34
Matplotlib Part 2
06:12
Matplotlib Part 3
06:29
Matplotlib Part 4
08:17
Exploratory Data Analysis
0/1
EDA
10:11
Maths for DS
0/3
Matrix Vectors
09:10
Numpy, LinearAlgebra Matrix for analysis
04:03
What is a Tensor
03:38
Deep Learning
0/11
Introduction to Deep Learning
05:51
Getting started with ML
06:28
How does ML work
04:22
Data Cleaning
06:36
Data Processing
05:00
Preprocessing in Python – Feature Scaling
13:53
Preprocessing in Python – Label Encoding
13:45
ML Classifications
04:50
ML – Regression
07:01
ML Algorithms
11:24
Classification Model
09:31
Neural Networks
0/3
Introduction to Neural networks
07:18
How do neural networks work_
04:47
Neural Network from Scratch
28:56
Project – Covid 19 Analysis
0/3
Case Study – Part 1
09:37
Case Study – Part 2
12:43
Case Study – Part 3
08:15
Project – Rainfall Prediction
0/2
Rainfall Prediction Part 1
10:49
Rainfall Prediction Part 2
08:16
Project – Tumor Detection
0/2
Case Study – Tumor Detection Part 1
15:09
Case Study – Tumor Detection Part 2
08:55
Data Science

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