Session List

Session List2019-10-02T20:07:53-05:00

A Git-like repository for your data lake

Presented by: Adi Polak

The first problem faced with big data was the feasibility of processing data at such a high scale. In solving the scale problem, people developed technologies we know today like Kafka, Spark, Presto, Snowflake, and many others powering big data operations today. ...

Tags: Big Data, Machine Learning, DevOpsFormat: General SessionLevel: Intermediate

Data Observability and Monitoring

Presented by: Roma Nawani

"When will I receive my data?" "What is causing delays?". If you have been receiving these messages from the business stakeholders, you are not alone. Most of data lines spend more than 30% of time tackling data pipeline issues, troubleshooting, missed SLAs, erroneous and inaccurate data. This will...

Tags: Big Data, DevOpsFormat: General SessionLevel: Intermediate

Event Streaming with Apache Kafka

Presented by: Dave Klein

Whether we're talking about event-driven architecture, data pipelines, streaming ETL, or any of a host of other use cases for real-time data, chances are that Apache Kafka is part of that conversation. Kafka has become the de facto standard for working with data in motion. Used by thousands of...

Tags: Big Data, Java, PythonFormat: PreCompilerLevel: Intermediate

Love You 10000: Build Your Own J.A.R.V.I.S. Assistant Using Next-Gen Tech From Elon Musk's AI Team

Presented by: Scott Showalter

"Good morning. It's 7 AM. The weather in Malibu is 72 degrees with scattered clouds. The surf conditions are fair with waist to shoulder highlines, high tide will be at 10:52 AM. Shall I confirm your surf session with Mr. Musk for this afternoon?" ...

Tags: Cloud, Big Data, Python, Machine LearningFormat: PreCompilerLevel: Intermediate

Sculpting Data for Machine Learning

Presented by: Jigyasa Grover

In the contemporary world of machine learning algorithms - “data is the new oil”. For the state-of-the-art ML algorithms to work their magic it’s important to lay a strong foundation with access to relevant data. Volumes of crude data are available on the web nowadays, and all we need are the...

Tags: Big Data, Python, Machine LearningFormat: General SessionLevel: Intermediate