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?