Mediu de dezvoltare

• Notebooks Azure

• Lucrul cu Python in notebook-uri Azure

• Notebooks in Google Colab

• Lucrul cu fisiere in Colab

• Grafice explorare date in Colab

Machine Learning

• Concepte si notiuni preliminare

• Prepararea de date si identificarea de atribute

• DataScience in Python cu Notebooks (MS)

• Analize ML cu Python in Azure Notebooks - exemple (MS)

• Clustering (G)

• Notebook-uri cu exemple (Google AI Hub)

• Machine Learning Crash Course (G Developers ML)

• AutoML Azure (MS)

• Build AI solutions with Azure Machine Learning (MS)

• Intro to Machine Learning (Kaggle)

• Data Visualization (Kaggle)

Computer Vision

• Process and classify images with the Azure Cognitive Vision Services (MS)

NLP

• Process and translate speech with Azure Cognitive Speech Services (MS)

• Evaluate text with Azure Cognitive Language Services (MS)

• Build a chat bot with the Azure Bot Service(MS)

• Natural Language Processing (Kaggle)