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Catalog / All levels / Vibe Code Machine Learning Apps with Python
Mammoth Club All levels 11 sections 52 lectures

Vibe Code Machine Learning Apps with Python

Created by James Dabalus
01
Skill level
All levels
02
Sections
11
03
Lectures
52
04
Instructor
James Dabalus
What's inside

This course includes.

✓
11
Sections
✓
52
Lectures
✓
50
Resources
✓
Certificate of completion
Included
✓
Mobile and desktop access
Included
✓
AI learning assistance
Included
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Course content

Curriculum & lectures.

11 sections · 52 lectures
+ Welcome! 2 lectures
Submit a Question / Feedback Locked
AI Edge, a Mammoth Club Daily Briefing Locked
+ Automate Python Machine Learning with ChatGPT - Install Python 1 lecture
00 Install Python Locked
+ Generate machine learning models with ChatGPT 6 lectures
00 Project Preview - Python Machine Learning With Chatgpt Locked
01 What Kinds Of Machine Learning Can I Do On This Data Locked
02A Build A Linear Regression Model For Credit Card Dataset Locked
02B Visualize Linear Regression Training With GIF Locked
03 Logistic Regression With Confusion Matrix And Scatter Plot Locked
01 Source Locked
+ Build tree machine learning models with ChatGPT 4 lectures
Python Machine Learning Preview Locked
01 Build SVM Scatter Plot With Chatgpt Locked
02 Build A Random Forest Model With Bar Plot Locked
Source Locked
+ Build advanced models with ChatGPT and Python 3 lectures
01 Build Decision Tree Model For Credit Card Dataset Locked
02 Build Gradient Boosting With A Bar Chart Locked
Source Locked
+ Build AI Apps with ChatGPT and Python - ChatGPT Prompts and Best Practices for Python Coders 8 lectures
1. Introduction & Role Of Prompts In Chatgpt Conversations Locked
2. Benefits Of Clear Prompts Locked
3. Examples Of Good And Bad Prompts Locked
4. The 4-Step Approach To Write The Best Prompts Part 1 Locked
5. The 4-Step Approach To Write The Best Prompts Part 2 Locked
6. Example Python Prompts Locked
07. Unit Testing Any Python App Locked
01 Source Code Locked
+ Build Python Projects with OpenAI 6 lectures
1 Initial installation and configuration Locked
2. Making A Simple Chat Bot App Locked
3. Image Generation Using Python And Chatgpt Locked
4A. Transcribing Speech To Text Locked
4B. Translating Speech To English Locked
Source Code Locked
+ Build a ChatGPT Clone with Python Custom UI 5 lectures
1. Introduction And Demo Locked
2. Backend Of The Chat Bot Locked
3. Frontend Of The Chat Bot Locked
4. Troubleshooting And Testing Locked
Source files Locked
+ Build a ChatGPT Chrome Extension with Python 6 lectures
1. Introduction And Project Setup Locked
2. Setting Up The Configuration Files Locked
3. Completing The Front End Of The Extension Locked
4. Completing The Backend Of The Extension Locked
5. Testing And Troubleshooting Locked
Source Code Locked
+ Build Transcriber Python Web App with OpenAI Whisper API 5 lectures
1 Introduction And Project Setup Locked
2. Coding The Backend Of The App Locked
3. Coding The Frontend Of The App Locked
4. Testing And Troubleshooting The App Locked
Source Code Locked
+ Build Image Generation Web App with OpenAI API 6 lectures
1 Introduction And App Setup Locked
2. Completing The Backend Of The App Locked
3. Completing The Front End Of The App Locked
4. Adding Styles To The App Locked
5. Testing And Troubleshooting Locked
Source Code Locked
Description

About this course.

What if your machine learning projects practically wrote themselves? What if building powerful Python apps felt effortless—even fun?


This bundle gives you the ultimate productivity boost for Python development, helping you go from idea to execution with unmatched speed.


You’ll learn how to:

✅ Automate end-to-end machine learning workflows, from data prep to model deployment

✅ Streamline code writing, testing, and optimization using conversational tools

✅ Build smart, interactive applications—without getting lost in complexity


It’s not about working harder—it’s about working smarter. Whether you're diving into machine learning or building full-featured Python apps, you’ll unlock tools and workflows that supercharge your development process.


🎁 Includes lifetime access, real-world projects, and downloadable scripts ready to use and customize.


Build fast. Build smart. Build something great. Let’s get started.

Instructors

Taught by people who ship.

James Dabalus

James Dabalus

Instructor

James is a versatile IT Technician specializing in Prompt Engineering, Generative AI, Graphic Design, Web Development, Video Editing, and E-learning. With a passion for automation, he continually seeks innovative ways to streamline digital workflows.

Ready to start building?

Join Mammoth Club and move through the course with structured lessons, previews, and certificates.

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