Siraj Raval programs a virtual robot to do some house cleaning using a technique called Monte Carlo Prediction. In typical Siraj fashion he explains what it is, how it works and how to use it for reinforcement learning.
If you caught my Data Science for Developers webinar last week, I recorded a quick live stream today about the number one piece of feedback from the audience.
Also, here’s a list of resources I mentioned
- Exploring the Azure Machine Learning Workbench
- Get Smart – Editor’s Note
- Doing Data Science and AI with SQL Server
- Data Science Essentials in Python
- Data Science from Scratch
- Hands on Machine Learning with Sci-kit Learn and TensorFlow
- Advanced Analytics with Spark
Podcasts & YouTube Channels
- Data Driven
- The Data Podcast
- Siraj Raval (great introductory video tutorials and more)
- Data Science for Beginners
- How to become a Data Scientist in 6 months a hacker’s approach to career planning
Krysta Svore from Microsoft Research explains how Quantum Computing will not only change technology, but the entire world.
In this episode, Dmitry brings Jeremy Likness into the studio for a discussion of Azure Functions, which provide the powerful capability to merge events and code to quickly deploy micro services directly from Visual Studio or as part of a DevOps pipeline.
With a variety of triggers that call the code and bindings that connect code with resources like storage, queues, and databases, functions empower developers to focus on what is unique about their code without having to deal with infrastructure and scaffolding.
Guy in a Cube has a great video of Patrick showing how to work with images in Power BI.
And, no, he isn’t talking about adding a logo into your report. This is about how you can integrate visuals in your visuals based on your data.
Watch this video to get an introduction to the new Cassandra API for Azure Cosmos DB
This new API allows you to move your existing Cassandra applications to Azure Cosmos DB without modifying a single line of code.
Watch and learn how to take advantage of this fully managed globally distributed database service with limitless scale.
Here’s a promo video for Alexa Smart Home development.
It looks intriguing and Alexa auch versteht deutsch. (also understands German).
Press the play button below to listen here or visit the show page at DataDriven.tv
Frank and Andy talk with Kira Wetzel about girls+data, running, Harry Potter, and the stream of consciousness.
Sponsor: Enterprise Data & Analytics
- Frank’s home improvement (2:15)
- Kira’s LinkedIn profile (4:00)
- Girls and Data (4:30)
- Data Point: Girls and Data at SQL Saturday Charlotte (5:12)
- Tableau (6:00)
- SAP = “Say a Prayer” (9:30)
- Tourist-y stuff (12:00)
- “Quaint” (13:00)
- “Data found me.” (13:30)
- TI-99, Q*bert, and BurgerTime (16:40)
- Girls and Data (18:45)
- “Try your vegetables” (22:00)
- Andy is right here… (22:15)
- Shoutout to SQL Cruise (Now Tech Outbound)! (26:15)
- Richmond SQL Saturday is 24 Mar 2018 (29:00)
- Running, sleeping, and eating (30:30)
- Girls on the Run (31:20)
- Technology is literally changing the world everywhere you look. (32:05)
- VR Vacations (33:55)
- A stealthy Microsoft Store visit… (35:45)
- Running calms the mind. (38:15)
- @girlsanddata (39:00)
- Stream of Consciousness and the Harry Potter question, again (41:00)
- Kira listens to Data Driven (42:45)
- Is “novitiate” the name of a young wizard? (44:00)
For the next 10 weeks Siraj Raval is going to go from the basics to the state of the art of reinforcement learning (RL), a popular subfield of machine learning using video game environments as our testbed.
RL is a huge reason DeepMind and OpenAI have been so successful thus far in creating world changing AI bots.
- Code for this video: https://github.com/llSourcell/AI_for_video_games_demo
- Course Syllabus: https://github.com/llSourcell/AI_for_Video_Games_Syllabus