Watch these Videos, Before you start: 

 5 reasons Why Kids should learn about DataScience and AI ( 4 min Video)

3 reasons why kids should be Data Savvy and Intro to the Data Course (5 min Video) 

WEEK 1 - Context, Choosing a Visual

Lesson 1 -  Context - The Who, Why and What of Story telling with Data (6 min Video)  (DECK)

Lesson 2 -  Exploratory vs Explanatory Analysis 

Lesson 3 -   The 4 Categories of questions to help with choosing a Chart type  (DECK)

Lesson 4 -   The Rule of 2 for Data Visualization (DECK)

Lesson  5 -  How to create a Column Chart / Bar Chart in Google Sheets (3 min Video)

Lesson 6 -   How to create a Map Visualization in Google Sheets (3 min Video)

WEEK 2 - Clarity, Capture their Attention

Lesson  6 -   Reduce Noise in your Visuals (uses Google Sheet example)

Concept -   What are the different Data types ?

Lesson 7 -    Capture their attention

Exercise -   Let's find out why these are BAD examples of Data Visualization

Lesson 8 -    Highlighting a Bar or Column chart in Google Sheets to Capture Attention

WEEK 3 - Concoction

Lesson 9 - Storyboarding

Lesson 10 -  Using Infographics, Comics and other tools

Data Visualization Project

WEEK 1 - Variables and Loops

Concept 1 -  How to explain Variables (6 min Video)  (DECK) 

Concept 2 - How to explain Loops (7min VIDEO)  Link to Jupyter Notebook

Lesson 1 - How to use Variables (Boxes) and Loops to create Multiplication Tables (13 min VIDEO)   (DECK)  ,  Link to Jupyter Notebook

Additional Function 1 :  How to pretty print data in Pandas DataFrame (2 min VIDEO)  Link to Jupyter Notebook

WEEK 2 - Random, CSV File, Pandas DataFrame 

Concept 3  - Let's be Random (simple game) (VIDEO)  , Link to Jupyter Notebook 

Concept 4 -  What is a CSV File (How do you explain this to kids) (3 min VIDEO)?

Lesson 2 - How to create  Data with Pandas DataFrame (9 min VIDEO) (DECK) 

Lesson 3 -  Creating Random Data in a DataFrame , Link to Jupyter Notebook

BONUS -  Concept 5 -  How to Draw STARS in Python ( Using For loops, Randoms and Python Turtle) (7 min VIDEO),  Link to Repl.it

WEEK 3 - Reading Data, Understanding Data Types 

Lesson 4 - Reading Data from a CSV File into a DataFrame + First Analysis  (Link to Jupyter Notebook)

Concept 6 - Data Types in Python (7 min VIDEO)

Concept 7 -  Statistical Concepts Basics - Mean, Mode, Median - The 3 Ms (7 min VIDEO)

WEEK 4 -  Analysis using DataFrame

Lesson 4a - Top 5 commands to explore a DataFrame  (Link to Jupyter Notebook)

Lesson 5 -  How to Analyze Data with a DataFrame - Part 1 (10 min Video)  (Link to Jupyter Notebook)

Lesson 6 -  How to Analyze Data with a DataFrame - Part 2

WEEK 5 -  Let's draw some pretty Graphs

Concept 8 - 3 Basic Chart types for Kids to analyze Data

Lesson 7 - DataFrame , PieCharts and Bar graphs 

Advanced

Concept 1 - Data Science and AI - How do they relate to each other ? (3 Min Video)  (DECK)

Projects in AI - Top 10 Interesting AI Projects happening right now (DECK)

Projects using TensorFlow -  Top 6 Project using TensorFlow (7 mins Video)

Machine Learning -

(Video) What is Supervised Learning? (3 Min Video)

Programming Fundamentals for Vision AI 

Capturing Video stream from your camera  

Code is available on Github here : https://github.com/anupsurendran/datascienceforkids

Basics

Probability -  What is probability?