MACHINE LEARNING WORKSHOPS

P-ai offers open-to-all machine learning workshops! These workshops are held weekly on Fridays from 2/5 through 2/26 and cover everything from the basics of Python programming, to the inner workings of neural networks, to hands-on case studies!

Instructions and materials can be found at [this link].

Feb
26

ML Workshop 4

Workshop 4: Special Topics: Deep Learning, Unsupervised Learning, & More!

[Join here!]

[Recording here!]

  • Understand what deep learning is and how neural nets work!

  • Crash course a couple of other common ML algorithms like decision trees and SVMs

  • Primer on some common unsupervised methods like PCA and clustering algorithms

  • Rules of thumb, good practice, and tricks of the trade

View Event →
Feb
19

ML Workshop 3

Workshop 3: Foundations of Machine Learning (Part 2)

[Join here!]

[Recording here!]

  • Learn about linear regression and logistic regression, two foundational ML models

  • Understand how machine learn and see it in action

  • Apply logistic regression to the Titanic survival dataset!

  • Sneak peek at neural nets / deep learning

View Event →
Feb
12

ML Workshop 2

[Join here!]

[Recording here!]

Workshop 2: Foundations of Machine Learning (Part 1)

  • Learn the types of ML tasks, and what a typical ML application pipeline looks like

  • Use pandas to explore data and perform feature engineering

  • Introduce the Titanic dataset, and prepare the data for training in Part 3!

View Event →
Feb
5

ML Workshop 1 & Korbit Demo

[Join here!]

[Recording here!]

  • Meet our partner, Korbit AI! They've developed an AI-powered, personalized tutor for students learning data science. Come find out how you can use this bleeding-edge tech to build your machine learning skillset!

  • Crash-course the must-knows of Python

  • Learn how to install, use, and manage packages

  • Learn the basics of git and GitHub, the most popular version control software

View Event →
Sep
30

Workshop #1: Github & Basic Python

For our first workshop, we'll be going over GitHub and basic Python. This is optional for those who already know how to use GitHub and Python syntax. This workshop is open to both project and general members. Hope to see you there!

View Event →
Sep
23

Second Info Session

Come and learn about our mission, values, and projects!

P-ai (pronounced “pie”) is a collaborative project-based community exploring and democratizing the interdisciplinary applications of artificial intelligence.

We’re recruiting project members for three projects this semester:

  1. Twitter Sentiment Analysis of IPOs in 2019 (Uber, WeWork)

  2. AI Low Volume Equity Trading Bot

  3. Neural Decoding of Executed and Imagined hand-movements using EEG data

You can also join as a general member to receive our education resources, participate in workshops, attend career events, and engage in discussion groups!

Hope to see you at our info session! This is our second info session, in case you were unable to make the first one.


View Event →
Sep
20

First Info Session

Come and learn about our mission, values, and projects!

P-ai (pronounced “pie”) is a collaborative project-based community exploring and democratizing the interdisciplinary applications of artificial intelligence.

We’re recruiting project members for three projects this semester:

  1. Twitter Sentiment Analysis of IPOs in 2019 (Uber, WeWork)

  2. AI Low Volume Equity Trading Bot

  3. Neural Decoding of Executed and Imagined hand-movements using EEG data

You can also join as a general member to receive our education resources, participate in workshops, attend career events, and engage in discussion groups!

Hope to see you at our info session!

We will also be hosting a second info session on Monday, September 23rd, in case you were unable to make the first one.

View Event →