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AI & Machine Learning for Beginners: Build a Python Chatbot
Published 11/2025
Duration: 9h 22m | .MP4 1920x1080 30fps(r) | AAC, 44100Hz, 2ch | 4.81 GB
Genre: eLearning | Language: English
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
- Students should have a basic understanding of Python, including variables, loops, functions, and conditionals. No software installation is needed-we'll be using Google Colab for all coding. No prior experience with AI or machine learning is required, just a curiosity to learn and build chatbots!
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?
Thisbeginner-friendly, project-basedcourse is the perfect starting point!
What You'll Build
You will learn step-by-step how to create a fully functionalAI chatbot using Python. We start simple and gradually move toward real machine learning:
Step 1 - Build a rule-based chatbot
Use Python basics like variables, lists, dictionaries, conditions, and loops
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
We useGoogle Colab, so there's nothing to install. Just open your browser and start coding.
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
Think like an AI developer and start your journey in ML
Join today and start building your first AI-powered chatbot with Python!No prior experience. No installations. Just hands-on learning and real results.
Who this course is for:
- This course is ideal for anyone with basic Python experience who wants to explore the fundamentals of artificial intelligence. Whether you're a middle or high school student, a beginner coder, or a curious learner, you'll gain hands-on experience building chatbots while learning core AI concepts in a fun and practical way-no advanced math or prior AI knowledge needed.
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