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Computer Science

Computer Science

Home

Sessions

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About

Computer Science

Computer Science

Home

Sessions

Channels

Announcements

Discussion

CS Help

Introductions

Info

Tutor Journey

Certify

Leaderboard

About

Home
Home

Join this subworld to ask questions, participate in discussions, and attend sessions.

Upcoming Sessions

AP CS A FRQ & MCQ Practice

AP Computer Science

Evan T

Tue May 7, 3:00 PM

Happy to answer any last minute questions!

Introduction to Data Science w/ Python 🖥️📊

Python

Jacob H

Wed May 8, 5:00 AM

Python fundamentals (dictionaries, functions, oop, basic data analysis)

Introduction to Machine Learning with Python!

Python

Rohan A

Sat May 11, 12:00 AM

Lesson 1 - Python (1)

Simple Syntax
Variables
Data Types
Functions


Introduction to Data Science w/ Python 🖥️📊

Python

Jacob H

Sat May 11, 5:00 AM

Data analysis using python’s numpy (basics & boolean index)

Comptia A+ Learn & Review

Computer Science

Koby C

Sat May 11, 4:00 PM

TBD

Get Ready for AP® Computer Science Principles

Review

Jeremy L and Hubery P

Sat May 11, 7:00 PM

Get Ready for Creative Deveopment and Data Personal Progress Check Part A

Introduction to Machine Learning with Python!

Python

Rohan A

Sun May 12, 12:00 AM

Lesson 2 - Python (2)

Operators
If-else
Modules

Get Ready for AP® Computer Science Principles

Computer Science

Jeremy L and Hubery P

Sun May 12, 7:00 PM

Get Ready for Data:
Big Data

Introduction to Machine Learning with Python!

Python

Rohan A

Mon May 13, 12:00 AM

Lesson 3 - Python (3)

For loops
While loops
Data structures


Introduction to Machine Learning with Python!

Artificial Intelligence

Rohan A

Wed May 15, 12:00 AM

Lesson 4 - Machine Learning Concepts (1)

Data:

What is data?
What are features?
What are labels?
Understanding predictions
Labeled vs Unlabeled Data
Numerical vs Categorical Data
Training Models

Introduction to Data Science w/ Python 🖥️📊

Python

Jacob H

Wed May 15, 5:00 AM

Data analysis using python’s pandas (basics, analysis, clean)

Introduction to Machine Learning with Python!

Artificial Intelligence

Rohan A

Fri May 17, 12:00 AM

Lesson 5 - Machine Learning Concepts (2)

Types of Machine Learning:

Supervised - Predicts labels (labeled data)
Unsupervised - Extracts information from unlabeled data
Reinforcement - Given no data, goal is to work with what it has





Introduction to Machine Learning with Python!

Artificial Intelligence

Rohan A

Sat May 18, 12:00 AM

Lesson 6 - Machine Learning Concepts (3)

Classification Models:

Predict categorical data
Predict one class out of a SET of classes (a certain state)
Specific Algorithms:
- K nearest neighbors
- Random Forest
- etc.

Introduction to Data Science w/ Python 🖥️📊

Python

Jacob H

Sat May 18, 5:00 AM

Data graphs with python’s matplotlib

Git and GitHub Fundamentals

Other Topics

Sebastián C

Sat May 18, 5:00 PM

L1
  1. What is Git?
  2. Understanding Version Control Systems
  3. Installing Git
  4. Using Git on the Command Line
  5. Starting a Repository
  6. Commit changes
  7. Git Log

Get Ready for AP® Computer Science Principles

Computer Science

Jeremy L and Hubery P

Sat May 18, 7:00 PM

Get Ready for Data:
Introduction to Statistical Computations

Introduction to Machine Learning with Python!

Artificial Intelligence

Rohan A

Sun May 19, 12:00 AM

Lesson 7 - Machine Learning Concepts (4)

Regression Models:

Predict numerical data
- Specific number
Specific Algorithms:
- Linear Regression
- Neural Networks
- Polynomial Regression
- etc.

Get Ready for AP® Computer Science Principles

Computer Science

Jeremy L and Hubery P

Sun May 19, 7:00 PM

Get Ready for Data:
Patterns in Data

Introduction to Machine Learning with Python!

Artificial Intelligence

Rohan A

Mon May 20, 12:00 AM

Lesson 8 - Machine Learning Concepts (5)

Problems with Training Models:

- Underfitting
- Overfitting
- Lack of Data
- Skewed Data



How ideas from Computer Science and Physics affect our lives

Physics

Pratik A

Mon May 20, 12:00 PM

Here we'll explore Boggling, Adopting the mindset of a hacker into everything you learn, learning by breaking things, testing the limits of curiosity

Intro to iOS App Development with Swift

Computer Science

Sreesh S

Mon May 20, 11:30 PM

We'll continue with the Journaling Screen and start working on being able to create goals from the app.

Exploring Computers

Study Spaces

Katrina L

Tue May 21, 11:30 PM

Building a PC - Part 2
  • installation and configuration of storage devices
(more to come)

Introduction to Machine Learning with Python!

Artificial Intelligence

Rohan A

Wed May 22, 12:00 AM

Lesson 9 - Machine Learning Concepts (6)

Measuring Classification Models

- Accuracy
- Confusion Matrices
- ROC Curves
- RMSE

+ How to generate these using Python!

Introduction to Data Science w/ Python 🖥️📊

Python

Jacob H

Wed May 22, 5:00 AM

Data graphs with pythons plotly

Recent Activity

Join the Computer Science Subworld to ask questions, help other students, and attend sessions.

About Subworld

Welcome to Programming! If you are new and interested in getting started, go check out Khan Academy's Intro to JS course!

Also, check out this Coda doc for more resources to continue your programming journey or other general information about this subworld!

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