Slides da palestra no meetup dotnetfloripa sobre ML.NET https://www.meetup.com/pt-BR/DotNetFloripa/events/262969070/

1. Visual Studio 2019 launch

2. Visual Studio 2019 launch
Power BI

3. DESKTOP CLOUDWEB MOBILE ML
.NET
IoTGAMING

4. Proven & Extensible
Open Source & Cross platform
dot.net/ml
Build your own
Developer Focused

5. And many more examples
@ https://github.com/dotnet/machinelearning-samples
Customer segmentation
Recommendations
Predictive maintenance
Forecasting
Issue Classification
Ranking news/topics
Image classification
Sentiment Analysis

6. Windows 10 (Windows Defender)
Power Point (Design Ideas)
Excel (Chart Recommendations)
Bing Ads (Ad Predictions)
+ more
Azure Stream Analytics (Anomaly Detection)
Power BI (Key Influencers)

7. Sentiment Analysis

8. Comment Toxic? (Sentiment)
==RUDE== Dude, you are rude … 1
== OK! == IM GOING TO VANDALIZE … 1
I also found use of the word "humanists” confusing … 0
Oooooh thank you Mr. DietLime … 0
Wikipedia detox data at https://figshare.com/articles/Wikipedia_Talk_Labels_Personal_Attacks/4054689
Features (input) Label (output)

9. Is this A or B?
Is this a toxic comment?
Yes or no

10. Load Data
Extract
Features
Model
Consumption
Train
Model
Evaluate
Model
Prepare Your Data Build & Train Run

11. Image Classification

12. • Revolutionizing areas like computer vision and speech recognition
• Takes advantage of large amounts of data and compute

13. http://dot.net/ml
http://aka.ms/mlnetsamples
http://aka.ms/mlnetdocs
http://aka.ms/mlnet
https://aka.ms/mlnetprod