Silicon Valley Data Science, ML, AI Platform

Please register using the zoom link to get a reminder:

https://us02web.zoom.us/webinar/register/5017484335218/WN_3mR3a7UJQ4SEs6vR5L52mA

In this hands-on workshop, you will build a complete machine learning pipeline—from raw data to model evaluation.

You will learn to:

- Prepare and clean data using NumPy and Pandas
- Handle missing values with imputation techniques
- Apply data transformation methods for effective modeling
- Train linear models with hyperparameter tuning
- Use cross-validation to assess and improve model performance

By the end of the bootcamp, you’ll have a working understanding of how to structure, preprocess, and evaluate data in a machine learning workflow—an essential foundation for any AI journey.

Schedule:
Jun 14, 9 AM (PDT)
Jun 21, 9 AM (PDT)

Please register using the zoom link to get a reminder:

https://us02web.zoom.us/webinar/register/5017484335218/WN_3mR3a7UJQ4SEs6vR5L52mA

Passcode 958107

Please register using the zoom link to get a reminder:

https://us02web.zoom.us/webinar/register/9417484330575/WN_0ydP076aTieMawv2SWfV0A

Unlock the power of AI agents—even if you’re just starting out. In this hands-on, beginner-friendly workshop, you'll go from understanding how Large Language Models (LLMs) work to building a real AI agent using Python, LangChain, and LangGraph.

Whether you're a developer, startup founder, or tech enthusiast, this is your gateway into intelligent systems that retrieve, reason, and act.

What You'll Learn

- LLM & Python Essentials
- A crash course on Python and how it underpins modern AI development.
- Natural Language Processing & Transformers
- Understand how machines process language using Transformer architectures and attention mechanisms.
- Prompt Engineering for Beginners
- Learn how to guide LLMs effectively through structured prompting strategies.
- Retrieval-Augmented Generation (RAG)
- Learn how to connect your LLM to private or external knowledge sources using embeddings and vector databases—still a foundational skill!
- Introduction to LangChain
- Use LangChain to combine LLMs, retrievers, prompts, tools, memory, and output parsers into flexible pipelines.
- Workflow Automation with LangGraph
- Discover how LangGraph enables multi-step, conditional agent flows and multi-agent collaboration by turning LLM workflows into state machines.

Live Demo: Your First AI Agent

Follow along as we build an AI agent that retrieves, reasons, and responds using LangChain and LangGraph.

Agenda:
(PDT) 9:00 am - 9:05 am Arrival and socializing and Opening
(PDT) 9:05 am - 11:00 am "AI Agents from Scratch: A Beginner's LLM Workshop"
(PDT) 11:00 am - 11:10 am Q&A

Please register using the zoom link to get a reminder:

https://us02web.zoom.us/webinar/register/9417484330575/WN_0ydP076aTieMawv2SWfV0A