AI for Beginners.  AI for Business


Be prepared for the future


Course 1 - Data Visualization ( Telling a Story with your data)

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 10Using Infographics, Comics and other tools

Data Visualization Project


Course 2 - Data Analysis Basics

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

WEEK 4 -  Analysis using DataFrame

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

Lesson 5How 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 



Course 3 - Advanced 

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 TensorFlowTop 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



Course  - Statistics Basics 

Basics

Probability -  What is probability?  

Big Ideas which Kids should get out of any AI course

Idea #1 - Computers use Sensors (5 Min Video)  

Idea #2 -  Agents use Models (6 Min Video)

Idea #3 -  Computers learn from Data (3 Mins Video)

Idea #4 - AI Agents are clumsy (5 Mins Video)

Idea #5 - Side effects of AI - The good and not so good (7 mins video)


MORE COMING SOON !