AISimplified - Chapter 02 : Probability and Naive Bayes

Title:
Explore the World of AI: Probability, Naive Bayes, and Python Modeling

**Meeting Date and Time:** 11-Jan-2024 06:00 PM SST
** Mode: Online: Link will be shared later

**Agenda:**

1. Probability Puzzles: Let's find the answer :

• Toss a coin 100 times and ponder over the probabilities of getting Heads. What happens when you toss 2 coins simultaneously?
• Select a card from a deck and calculate the likelihood of drawing any King.
• Explore the realm of dice as we question whether rolling 4 dice increases the chances of getting all 6 compared to rolling just one.
• In a class of 30 children, where 15 like history and 21 like math, unravel the probability that a randomly chosen child prefers math but not history.

2. Understanding Naive Bayes Algorithm

• Demystify the Naive Bayes Algorithm: grasp its core concepts and workings.
• Dive into practical applications, exploring use cases such as email spam filtering, sentiment analysis, and recommendation systems.

3. Hands-On Session: Building a Naive Bayes Model with Python

• Walkthrough the process of building a Naive Bayes model using Python.

4. Q&A and Discussion

• Open floor for questions and discussion.

- Key takeaways from the meeting.

Speaker: Preet Sharma