Calendar of Events

SJSU Summer 2024

• Silicon Valley Software Innovation & Technology Program
  • Session 1 - Monday, 2024-07-29 1:30-3:30 PM - Big Data & Generative AI I
  • Session 2 - Tuesday, 2024-07-30 9:30-11:30 AM - Big Data & Generative AI II (Lab 1)
  • Session 3 - Tuesday, 2024-07-30 1:30-3:30 PM - Big Data & Generative AI III (Lab 2)

SDSU Spring 2023

• Spring 2023 - BDA-602 - Machine Learning Engineering
  • Week 1 - 🖨️ - 2023-01-24 - Introductions, Software Install, git, Unit Tests, Linters, Pre-commit
  • Week 2 - 🖨️ - 2023-01-31 - Python Libraries
  • Week 3 - 🖨️ - 2023-02-07 - Review Python, IDE, classes, etc...
  • Week 4 - 🖨️ - 2023-02-14 - Data and SQL Queries
  • Week 5 - 🖨️ - 2023-02-21 - SQL in depth
  • Week 6 - 🖨️ - 2023-02-28 - Hadoop, Spark
  • Week 7 - 🖨️ - 2023-03-07 - Feature Engineering
  • Week 8 - 🖨️ - 2023-03-14 - Feature Engineering (cont.)
  • Week 9 - 🖨️ - 2023-03-21 - Building Models
  • Week 10 - 2023-03-28 - No Class - 🏖️
  • Week 11 - 🖨️ - 2023-04-04 - Evaluating Models -
  • Week 12 - 🖨️ - 2023-04-11 - Regularization, Unexplainable Models -
  • Week 13 - 🖨️ - 2023-04-18 - Flask FastAPI
  • Week 14 - 🖨️ - 2023-04-25 - Docker
  • Week 15 - 🖨️ - 2023-05-02 - More Final Review (Large Q&A)
  • Week 16 - 2023-05-09 - Final presentations

SDSU Big Data Hackathon 2022

• October 8th - Big Data Hackathon

SJSU - Summer 2022

• Silicon Valley Software Innovation & Technology Program
  • Big Data Analytics - Session 1 - 🖨️
  • Big Data Analytics - Session 2 - 🖨️

Recommended Books

• The Unicorn Project - Software Development
• Superforecasting - How to approach predictions

Recommended Articles

• Google's Rules of Machine Learning
• How to Understand Things
• The Empty Promise of Data Moats

About

• Julien Pierret