KOR
12-Week Course · Stempia

Machine Learning
Programming &
AI Project Course

An intensive ML programming course for students who have mastered Python basics. From data to predictions — real-world problem-solving projects powered by AI.

12 Wks Once a Week
24 hrs Total Instruction
$40 Per Hour
MIT/Yale/UCB/UCLA/JHU Instructor Alumni
📅
12-Week Program
🗓️
Once weekly · 2 hrs per session · 12 sessions total
$40 per hour
📞
Contact: 818-717-8817

Understand AI
as a Coder

This course goes beyond simply using AI — you'll program machine learning models from scratch and build complete AI projects. Recommended for students with 6+ months of Python experience.

🧠

Hands-On ML Programming

Implement real machine learning models using TensorFlow, Pandas, and NumPy. You'll code every step — from data analysis to model training to predictions.

🎯

AI Project-Based Learning

Identify real-world problems and build AI-powered solutions. Students finish with tangible deliverables: coding projects, web-based games, reports, and presentations.

📊

Core Data Science Concepts

Learn key ML concepts — data classification, predictive modeling, and classification algorithms — by programming them directly, not just reading about them.

💼

Portfolio-Ready Output

The AI project completed over 12 weeks becomes a real portfolio piece—suitable for college applications and competition submissions.

Week by Week

One session per week builds ML concepts progressively, culminating in a final AI project and showcase presentation.

Weeks 1–2

Python for ML &
Data Foundations

  • NumPy array operations
  • Pandas DataFrames
  • Data visualization basics
  • Lab: Data exploration project
Weeks 3–4

Supervised Learning &
Model Training

  • Linear regression implementation
  • Classification algorithms
  • Model training & validation
  • Lab: Build a predictive model
Weeks 5–7

Neural Networks &
TensorFlow

  • Fundamentals of neural networks
  • Intro to TensorFlow / Keras
  • Image classification lab
  • Model performance optimization
Weeks 8–10

AI Project
Development

  • Problem definition & data collection
  • AI solution design
  • Web-based game / app integration
  • Intensive project coding
Weeks 11–12

Project Showcase &
Presentation

  • Project finalization & debugging
  • Slide deck preparation
  • Final presentation & feedback
  • Portfolio wrap-up

Total Tuition
$960
$40/hr · 24 total hours · 12 weeks · 12 sessions
  • 12 sessions total (2 hours each)
  • One class per week
  • Instructors from MIT, Yale, UCB, UCLA
  • Small-group, personalized instruction
  • Final project deliverable included
  • All course materials & code provided
Enroll Now →

Contact: 818-717-8817

Learn from the
Best Instructors

MIT, Yale, UC Berkeley, UCLA, JHU

STEM graduates with 3+ years of teaching experience lead every session.

Machine Learning, Python & Java · 3+ years teaching experience

Data Science & Python specialist · Project-based education

TensorFlow & Neural Networks specialist

Applied AI Projects & Algorithms specialist

Reserve Your Spot

Enrollment is limited. We recommend signing up early.

We'll reach out within 24 hours · Contact: 818-717-8817

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