Machine Learning and Data Science

Machine Learning and Data Science

Number of Classes: Ongoing
Class Duration: 1.5 hours
Class Type: Novi In-Person & Online
Number Of Students: 10 (In Person)
Homework: Yes
Class Dates: 5 Sep 2025 – 27 Feb 2026
Time: Fridays 6-7:30p

$180.00

/ 4 weeks

Description

Unlock the power of Machine Learning and Data Science with this class designed specifically for 8th to 12th grade students. This course provides comprehensive training in artificial intelligence, machine learning, and data science concepts. It covers practical applications, techniques, and tools necessary for analyzing data and building intelligent systems. Students will develop essential skills for careers in data science and AI, suitable for a wide range of use cases and industries.

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Curriculum

DateTopic
5 SepMachine Learning 101
12 SepMachine Learning & Data Science Framework
19 SepMachine Learning & Data Science Framework
26 SepData Science Environment Setup
3 OctData Analysis
10 OctData Analysis
17 OctNumpy Arrays
24 OctNumpy Arrays
31 OctMatplotlib: Plotting and Data Visualization
7 NovMatplotlib: Plotting and Data Visualization
14 NovScikit-learn: Creating Machine Learning Models
21 NovScikit-learn: Creating Machine Learning Models
28 NovThanksgiving
5 DecScikit-learn: Creating Machine Learning Models
12 DecScikit-learn: Creating Machine Learning Models
19 Dec - 2 JanChristmas, New Year's breaks
9 JanProjects: Supervised Learning (Classification + Time Series Data)
16 JanProjects: Supervised Learning (Classification + Time Series Data)
23 JanProjects: Supervised Learning (Classification + Time Series Data)
30 JanData Engineering
6 FebNeural Networks: Deep learning, Transfer Learning, and Tensorflow
13 FebNeural Networks: Deep learning, Transfer Learning, and Tensorflow
20 FebNeural Networks: Deep learning, Transfer Learning, and Tensorflow
27 FebNeural Networks: Deep learning, Transfer Learning, and Tensorflow