AI & Machine Learning for Beginners: Build a Python Chatbot

AI & Machine Learning for Beginners: Build a Python Chatbot
Published 11/2025
Duration: 9h 22m | .MP4 1920×1080 30fps(r) | AAC, 44100Hz, 2ch | 4.81 GB

Beginner-Friendly AI & Machine Learning: Create a Python Chatbot Using Bag of Words, Naive Bayes, and GUI Tools

What you’ll learn
– Scrape and clean real-world text data using Python, Pandas, and NumPy.
– Convert text into features using the Bag of Words model and basic NLP techniques
– Build rule-based and AI-powered chatbots using Python and a Naive Bayes classifier
– Create a GUI chatbot app using Gradio for a user-friendly interface

Requirements
Description
Unlock the Power of AI & Python – Build Your Own Machine Learning Chatbot from Scratch!

Curious how basic Machine Learning chatbots understand human language? Want to learnAI and Machine Learningby building a real project-without needing advanced math or complicated theory?

What You’ll Build

Step 1 – Build a rule-based chatbot

Understand how simple chatbots match user inputs

Create multiple versions and improve them step by step

Step 2 – Add real AI using Machine Learning

Scrape and clean text data

Apply Bag of Words for text vectorization

Train aNaive Bayes classifierto make predictions

Build an ML pipeline that understands user intent

Step 3 – Create a simple GUI

UseGradioto wrap your chatbot in a friendly, interactive interface

Run your AI app in the browser

Share your chatbot easily with others

Tools & Technologies You’ll Learn

You’ll get hands-on experience with:

Python

Pandas

NumPy

Scikit-learn

BeautifulSoup(for data scraping)

Gradio(for GUI)

Machine Learning fundamentals

Perfect for anyone exploringAI, NLP, machine learning, data science, or Python applications.

Why This Course Is Perfect for Beginners

No AI or ML background needed

No complex math

No software installation

Learn bybuilding, not memorizing

Clear explanations and real-world examples

Whether you’re astudent,beginner programmer,hobbyist, or futureAI engineer, this course builds the right foundation to move into more advanced AI and ML topics.

By the end of this course, you will be able to:

Understand how rule-based and ML-based chatbots work

Clean and prepare real text data

Apply Bag of Words and Naive Bayes

Build a machine learning model for text classification

Deploy an AI chatbot with an interactive UI

Who this course is for:
More Info