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Camp session: CS82: Intro to Machine Learning (KTBYTE Computer Science Academy)


CS82: Intro to Machine Learning

By: KTBYTE Computer Science Academy

KTBYTE Computer Science Academy


About this Program:

  • Virtual program
  • Age 13 - 18 (Coed)
  • Specialized in Computer (multi), offers 4 activities
  • 2 session dates to choose from
  • Cost starting from $1
  • Special needs support not available


Contact:

View phone number

CS82 is a math-heavy course offered at KTBYTE, and require students to have mastered self-guided learning. Students will learn tools to model and understand complex data sets, tools and algorithms that are commonly used for tackling "Big Data" problems. Covered topics include different techniques in supervised learning, unsupervised learning and reinforcement learning. This course is taught in Python using the pandas, numpy, and sk-Learn libraries. Students will have roughly 2 hours of homework assignments per week, plus a final project due at the end of the semester. CS82 vs CS0*: CS82 provides the theoretical and mathematical foundations to understand learning, and students do regular problem sets. The goal is to derive and understand the actual equations of various models. This includes techniques such as clustering, linear regression, and naive bayes. For many KTBYTE students, CS82 is also the first time they program using python. Unlike core classes, students are not taught python 'from the ground up', and are expected to pick up the language as it is used with examples in class.



Character Development: This program helps build the following traits

  • Independence: By teaching computer science and coding, we equip students with the ability to code anything they want, which helps them grow as independent learners.
  • Creativity: Computer science is an important part of foundational learning, helping kids to develop problem-solving skills and demonstrate their creativity.


Session Dates and Rates:

Sep 07, 2021 - Jan 25, 2022
Virtual Program,
Online

20:30 - 21:30
S
M
T
W
T
F
S
$1 - $1,906
2021-09-071
Sep 09, 2021 - Jan 27, 2022
Virtual Program,
Online

19:30 - 20:30
S
M
T
W
T
F
S
$1 - $1,906
2021-09-091


Activities:

Recreational       Instructional       Intense or Competitive

AI (Artificial Intelligence)
Python
STEAM
STEM
Recreational       Instructional       Intense or Competitive



Tackle "Big Data" problems
Students will learn tools to model and understand complex data sets, tools and algorithms for tackling "Big Data" problems.

 

More from KTBYTE Computer Science Academy

This program, CS82: Intro to Machine Learning, is offered by KTBYTE Computer Science Academy.

 
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KTbyte

Phone number:
+1 818 748 8848
     

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