AI & Robotic
Showing 733–744 of 1355 results
Image Segmentation
Many of the millions of digital images we're generating need interpretation, but there aren't enough human eyes for the task. This course will teach you how to use Python libraries and deep learning models to automate image segmentation.
Implement advanced search features in Azure AI Search
Use more advanced features of Azure AI Search to improve your existing search solutions. Learn how to change the ranking on documents, boost terms, and allow searching in multiple languages.
Implement CI/CD for IoT Edge
Define a solution for smoke testing for virtual Azure IoT Edge devices. Your solution employs a CI/CD (continuous integration/continuous deployment) strategy using Azure DevOps and Azure Pipelines on a Kubernetes cluster.
Implement Image Recognition with a Convolutional Neural Network
Image recognition is used in a wide variety of ways in our daily lives. This course will teach you how to tune and implement convolutional neural networks in order to implement image recognition and classification on a business case.
Implement knowledge mining with Azure AI Search
Do you have information locked up in structured and unstructured data sources? Using Azure AI Search, you can extract key insights from this data, and enable applications to search and analyze them.
Implement LangChain Solutions in Your Data Workflow
This course covers LangChain integration and automation in data pipelines. The topics include automating workflows, data flow management, ETL processes, connecting LangChain with other systems, maintaining and monitoring workflows, and scaling.
Implement Named Entity Recognition with BERT
In this course, you'll learn about the state-of-the-art transformer technique called BERT, how to tag respective news domain entities to classify information, and how to get relevant insights about the geo-political news using deep learning library.
Implement Natural Language Processing for Word Embedding
This course will teach you how to use word embeddings to use deep learning for NLP.
Implement Retrieval Augmented Generation (RAG) with Azure OpenAI Service
Azure OpenAI on your data allows developers to implement RAG with supported AI chat models to reference specific sources of data to ground the response.
Implement Text Auto Completion with LSTM
This course will teach you how to build a system for email auto-completion from scratch using Python and Keras. You'll learn the internal intricacies of LSTM networks and how they can be used to build systems for the task of text autocompletion.
Implement Time Series Analysis, Forecasting and Prediction with Tensorflow 2.0
Time series analysis is one of the more difficult and confusing aspects of data science. This course will teach you how to use TensorFlow with time series data and generate high performing forecasts and predictions.
Implementing a Microsoft Azure AI Bot Framework Solution
In this course, you will learn how to create a Bot Framework solution from the ground up, including how to piece it together with other Azure components such as AI Services, Search Engines, and Database Backends and then push it to Production.