DATAIKU & Aug 23rd H2O - Alumni Exclusive Monday

Posted on Aug 21, 2022

Welcome to check out the benefits of taking Data Science with Machine Learning bootcamp with NYC Data Science Academy.

Next week is an exciting week. We have two 3.5-hour sessions of industry user cases on Aug 22nd(Monday), and Aug 23rd(Tuesday) from 9:30 am to 1:00 pm (EDT).The events are offered through NYC Data Science Academy’s partnerships with and Dataiku. Through learning with industry experts, you will bring up to speed with tons of cutting-edge real-world user cases! All alumni are welcomed! Thanks to Bernard Ong and Walid Kara for hosting such fantastic events with us.

All the sessions will be live streaming from the NYCDSA zoom room:

Session 1:        August 22, 2022, Monday       9:30am-1pm
This session would be a broader overview of the "Stories" section on the website - how do different industries use Dataiku? How does Dataiku cater to different industries?

Session 2:        August 23, 2022, Tuesday       9:30am-1pm

  1. Introduction to H2O
  2. Present H2O Products and Solutions (Open Source and Enterprise)
  3. Review of an Enterprise Data Science Process
  4. Walkthrough of Critical Techniques

- Model Validation and Testing

- Dealing with Data Set Imbalance

- Spotting Data Leakage

- Choosing the Right Metric

- ML Interpretability

  1. Demo and Training of H2O Driverless AI with Sample Use Cases

- Churn Classification with Imbalanced Data Set

- Multimodal Model (Numerical/Categorical/Unstructured Text)

- Unsupervised Anomaly Detection Using Isolation Forest

  1. Sign Up Process for 3-Month Trial of DAI

- How to Sign Up for Managed Cloud

- Walkthrough of Features

- Sample Instance with Credit Card Fraud Classification Data

  1. Managing Your Career Trajectory
  2. Q&A and Advisement Session

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