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].
ML Workshop 4
Workshop 4: Special Topics: Deep Learning, Unsupervised Learning, & More!
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
ML Workshop 3
Workshop 3: Foundations of Machine Learning (Part 2)
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
ML Workshop 2
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!
P-ai Panel: Securing an Internship
Learn about types of internship from AI/ML interns
Traditional timeline and process
Networking and designing your own internship
Helpful resources and Q&A
ML Workshop 1 & Korbit Demo
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
Leadership Team Recruiting (Director of Marketing, Events, Design, PM)
Apply here!
Written Application for Director positions.
Proposal+Technical Challenge for PM positions.
Final Meeting: Presentations & Celebration
Final Discussion Topic, Project Presentations, Celebration
P-ai Social: Trivia & Pie
Come to P-ai Social, P-ai’s social event for the Fall 2019 semester.
We’ll have AI trivia and some pie, so come on out, have fun, and get to know your fellow members!
Hope to see you there!
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!
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:
Twitter Sentiment Analysis of IPOs in 2019 (Uber, WeWork)
AI Low Volume Equity Trading Bot
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.
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:
Twitter Sentiment Analysis of IPOs in 2019 (Uber, WeWork)
AI Low Volume Equity Trading Bot
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.
Turf Dinner (5C Club Fair)
Come talk to us and find out more about our projects @ Scripps Jacqua Lawn!