Data Science
What is Data Science
Foundation
Why Data Science,
AI vs Data Science
Tasks associated with AI
CRISP - DM
Engineering Data Science Systems
Descriptive Statistics
Distribution of Data
Statistics

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Sample Space & Events
Probability
Simple Counting
What is Statistics
Random Variables
Collecting Data
Storing Data
Processing Data
Describing Data
Statistical Modelling
Algorithmic Modelling
Problem Solving
Reasoning
Knowledge Representation
Communication, Perception
& Actuation
Decision Making
Business Understanding
Data Understanding
Data Preparation
Modelling
Evaluation
Deployment
Statistics
Sample
Design an experiment
Describe
 & summarize data 
Qualitative data
Quantitative data
Frequency Plot
Measures Of Centrality
Measures Of Spread
Ways to describe data
Histogram
Stem and Leaf Plot
Scatter Plot
Swarm Plot
Visualisation of Data
Violin Plot
Pair Plot
Boken Plot
Pie 
Bar Plot
Line Plot
Visualisation
Counting
Multiplication Principle
Subtraction Principle
Subtraction Principle
Collections
Collections with Repetitions
Distributions &
Sampling Strategies
Distributions of 
Sample Statistics
Central Limit Theorem
Chi Square Distribution%3CmxGraphModel%3E%3Croot%3E%3CmxCell%20id%3D%220%22%2F%3E%3CmxCell%20id%3D%221%22%20parent%3D%220%22%2F%3E%3CUserObject%20label%3D%22Distributions%20%26amp%3Bamp%3B%26lt%3Bdiv%26gt%3B%26amp%3Bnbsp%3BSample%20Statistics%26lt%3B%2Fdiv%26gt%3B%22%20id%3D%222%22%3E%3CmxCell%20style%3D%22rounded%3D1%3BwhiteSpace%3Dnowrap%3Bhtml%3D1%3BfillColor%3D%23e1d5e7%3BtextDirection%3Dltr%3Bshadow%3D1%3BstrokeColor%3D%239673a6%3B%22%20vertex%3D%221%22%20parent%3D%221%22%3E%3CmxGeometry%20x%3D%22140%22%20y%3D%221505.0033333333336%22%20width%3D%22170%22%20height%3D%2240%22%20as%3D%22geometry%22%2F%3E%3C%2FmxCell%3E%3C%2FUserObject%3E%3C%2Froot%3E%3C%2FmxGraphModel%3E
Point & Interval Estimators
Hypothesis Testing
Python
Pandas
Numpy
Visualisation Tools