24 Week ai/ml bootcamp Quick Facts

• Targeted for beginners looking to break into a coding job or intermediate  level coders looking to add AI and ML to their portfolio
• 100% virtual group instruction (Taught live over Zoom) with 1 on 1 attention
• 3 classes a week for 24 weeks 3 hrs per class
• Classes held outside of normal 9-5 so no need to quit a current job
• Starts with basic Python and works all the way thru data analysis, visualization, machine learning and state of the art AI algorithms.
• Technologies, Topics and Skills covered: Python, Pandas, APIs, SQL, JSON, MatPlotLib, Tableau, Time Series, SciKit Learn, Regression, Decision Trees, TensorFlow, Keras, PyTorch, Hugging Face, NLP, NER, Word2Vec, Transformer Models, RNNs, CNNs, LSTMs, BERT, ELMO, GPT-2/3/4, GANs, and more...

Unit 1: Intro to AI and ML and Python for Data

• 1. Intro to AI/ML
• 2. Python Basics 
• 3. Advanced Python
• 4. Pandas
• 5. APIs
• 6. Data Visualization
• 7. SQL
• 8. Project 1
• 9. Project 1 Presentations 

Unit 2: Applied Machine Learning

• 10. Stats for Python and ML intro
• 11. Time Series Analysis
• 12. Classification 
• 13. Natural Language Processing
• 14. AWS and Cloud ML
• 15. Intro to Neural Networks
• 16. Project 2
• 17. Project 2 Presentations 

Unit 3: Advanced AI/ML

• 18. Intro to Deep Learning 
• 19. Model Optimization, Ethics and Interpretability
• 20. Advanced Modeling (LSTMs, GANs, etc)
• 21. Reinforcement Learning
• 22. Transformers and Beyond (GPT, Computer Vision) 
• 23. Final Project
• 24. Final Project Presentations