MACHINE LEARNING WITH REAL ML INSTRUCTOR

MACHINE LEARNING WITH REAL ML INSTRUCTOR

$398.00 every 4 weeks and a $20.00 sign-up fee

Students with AI skills will have significantly more opportunities in the future.

Grade: 7-12

Prerequisites : basics in programming, do not need it too deep, can read basic code. 

Time and Date :   Every Saturday 6-8:00pm PST

 

Please include the student’s name in the notes section at checkout.
We will send class information to both the parent and the student via email.
For homework purposes, please provide your child’s name, grade, and email address.

Cancellation Policy

  • You’re welcome to cancel anytime within the first week after your first class.Please send your cancellation request to info@baycodingclub.com.
  • After the first week, cancellations are no longer accepted.



Category:

🧩 MACHINE LEARNING WITH REAL ML INSTRUCTOR
Think logically. Solve real problems. Build models that work.
20 LESSONS · 2 HOURS PER LESSON  |  For Grade 7-12
📍 Section 1 — About This Course
  • Students learn with real data, using AI as a thinking and coding partner in Python, Java, or C#.
  • No prior experience required — built for curious beginners aged 8–12.
  • Every project uses real-world datasets and produces something students can show.
📍 Section 2 — What Students Will Gain
USE AI WISELY
  • Ask, test, verify and improve — not just copy answers.
LOGICAL THINKING
  • Turn big questions into clear, testable steps.
REAL PROBLEM SOLVING
  • Build, evaluate and explain real projects.
📍 Section 3 — What Students Will Learn
01Data Foundations — NumPy, pandas & real CSV data 06Measure What Matters — accuracy, precision & recall
02Predicting Numbers — linear regression 07Real Project — predict customer churn
03Improve the Model — visualization & better features 08Feature Engineering — give models better inputs
04Real Project — predict rainforest weather sales 09Overfitting & Regularization — build reliable models
05Predicting Categories — logistic regression 10Model Evaluation — cross-validation & final presentation
1-ON-1 OR SMALL GROUP (3+ STUDENTS)
  • Each level includes 20 instructor-guided lessons.
CLASS TIME  Open enrollment · Saturdays, 6–8 PM PST.
LEARN TO USE AI. BUILD REAL PROJECTS.

www.baycodingclub.com

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