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2019 04 27 global azure bootcamp Machine Learning.Net
The document discusses getting started with ML.NET and Azure, emphasizing its use for machine learning tasks such as regression, classification, and anomaly detection. Avanade, a collaboration between Accenture and Microsoft, offers a community of over 30,000 skilled professionals and supports programs teaching technology and entrepreneurship to young people. It also highlights Azure's capabilities for data science and deployment of machine learning models across various platforms.
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2019 04 27 global azure bootcamp Machine Learning.Net
- 1. Bruno Capuano Innovation Lead@Avanade @elbruno | http://elbruno.com Getting Started with ML.Net and Azure!
- 2. #WeAreAvanade #GlobalAzureTO Avanade Best of Accenture andMicrosoft Created by Accenture and Microsoft, Avanade brings the best in strategy and technology to unlock more value from your IT investments and maximize business results. We bring together the world’s largest community of experts on Microsoft- based solutions with +30,000 skilled professionals. We have collaborated with Junior Achievement (JA) since 2016, supporting JA programs to teach young people about the world of technology, leadership and entrepreneurship Junior Achievement
- 3. #WeAreAvanade #GlobalAzureTO “It has exquisitebuttons … with long sleeves …works for casual as well as business settings”{f(x) {f(x) Machine Learning: “Programming the Unprogrammable”
- 4. #WeAreAvanade #GlobalAzureTO f(x) Model Machine Learning createsa Using this data Machine Learning: “Programming the UnProgrammable”
- 5. #WeAreAvanade #GlobalAzureTO Is this Aor B? How much? How many? How is this organized? Regression ClusteringClassification Machine Learning Tasks
- 6. #WeAreAvanade #GlobalAzureTO6 Cognitive Services -Anomaly Detector
- 7. #WeAreAvanade #GlobalAzureTO Load Data Extract Features Model Consumption Train Model Evaluate Model Prepare YourData Build & Train Run Machine Leaning workflow
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- 10. #WeAreAvanade #GlobalAzureTO DESKTOP CLOUDWEB MOBILEML .NET IoTGAMING Your platform for building anything
- 11. #WeAreAvanade #GlobalAzureTO Proven & Extensible OpenSource & Cross platform dot.net/ml Build your own Developer Focused ML.NET is a machine learning framework made for .NET developers
- 12. #WeAreAvanade #GlobalAzureTO And many moreexamples @ https://github.com/dotnet/machinelearning-samples Customer segmentation Recommendations Predictive maintenance Forecasting Issue Classification Ranking news/topics Image classification Sentiment Analysis Machine Learning scenarios with ML.NET
- 13. #WeAreAvanade #GlobalAzureTO Windows 10 (WindowsDefender) Power Point (Design Ideas) Excel (Chart Recommendations) Bing Ads (Ad Predictions) + more Azure Stream Analytics (Anomaly Detection) Power BI (Key Influencers) ML.NET is proven at scale, enterprise ready (aka. TLC: MSFT internal for years)
- 14. • What isthe Microsoft MVP Award program? • How do I become a Microsoft MVP? • How is the MVP Award given?
- 15. #WeAreAvanade #GlobalAzureTO Sophisticated pretrained models Tosimplify solution development Azure Databricks Machine Learning VMs Popular frameworks To build advanced deep learning solutions TensorFlow KerasPytorch Onnx Azure Machine Learning LanguageSpeech … Azure Search Vision On-premises Cloud Edge Productive services To empower data science and development teams Powerful infrastructure To accelerate deep learning Flexible deployment To deploy and manage models on intelligent cloud and edge Machine Learning on Azure Cognitive Services
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- 18. #WeAreAvanade #GlobalAzureTO What is thepoint with notebooks? https://www.svds.com/why-notebooks-are-super-charging-data-science/
- 19. #WeAreAvanade #GlobalAzureTO Hello Azure Notebooks! MakeMagicHappen(); https://www.avanade.com/AI
- 20. #WeAreAvanade #GlobalAzureTO Sophisticated pretrained models Tosimplify solution development Azure Databricks Machine Learning VMs Popular frameworks To build advanced deep learning solutions TensorFlow KerasPytorch Onnx Azure Machine Learning LanguageSpeech … Azure Search Vision On-premises Cloud Edge Productive services To empower data science and development teams Powerful infrastructure To accelerate deep learning Flexible deployment To deploy and manage models on intelligent cloud and edge Machine Learning on Azure Cognitive Services
- 21. Bruno Capuano Innovation Lead@Avanade @elbruno | http://elbruno.com Q&A - Thank you!