freeCodeCamp.org has a two hour, ad-free tutorial on how to use TensorFlow 2.0 in this full course for beginners.

Course created by Tech with Tim. Check out his YouTube channel: https://www.youtube.com/channel/UC4JX40jDee_tINbkjycV4Sg

Course Contents

  • (0:00:00) What is a Neural Network?
  • (0:26:34) How to load & look at data
  • (0:39:38) How to create a model
  • (0:56:48) How to use the model to make predictions
  • (1:07:11) Text Classification (part 1)
  • (1:28:37) What is an Embedding Layer? Text Classification (part 2)
  • (1:42:30) How to train the model – Text Classification (part 3)
  • (1:52:35) How to saving & loading models – Text Classification (part 4)
  • (2:07:09) How to install TensorFlow GPU on Linux

Microsoft Research  interviews Mark Hamilton to see how MMLSpark is helping to serve business and the environment.

If someone asked you what snow leopards and Vincent Van Gogh have in common, you might think it was the beginning of a joke. It’s not, but if it were, Mark Hamilton, a software engineer in Microsoft’s Cognitive Services group, budding PhD student and frequent Microsoft Research collaborator, would tell you the punchline is machine learning. More specifically, Microsoft Machine Learning for Apache Spark (MMLSpark for short), a powerful yet elastic open source machine learning library that’s finding its way beyond business and into “AI for Good” applications such as the environment and the arts.

Today, Mark talks about his love of mathematics and his desire to solve big, crazy, core knowledge sized problems; tells us all about MMLSpark and how it’s being used by organizations like the Snow Leopard Trust and the Metropolitan Museum of Art; and reveals how the persuasive advice of a really smart big sister helped launch an exciting career in AI research and development.

From CNBC International:

Imagine skipping hotel check-in and walking straight to your room with a scan of your face. This could soon become a reality at many hotels in China and around the world. CNBC’s Uptin Saiidi experiences what the hotel of the future may look like and Alibaba’s ambitious plans for the sector.

You can imagine the impact this will have on jobs in the hospitality industry.

In this video, learn how Azure SQL VM service helps migrating and modernizing of SQL workloads.

Watch for an explanation and demo the benefits of the new SQL VM Resource Providers for self-installed SQL Server on Azure IaaS.     

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