SCITS

Trial Assessments

ICT Login Details:

URL to login - https://amcatglobal.aspiringminds.com

User Name - SREECHAITANYA_AI

Password - AI@123

Google Colab Link for Python:https://colab.research.google.com/drive/1joupk-gVq7pSY99bzi40vxqijQ6T2-ka?usp=sharing

Google Colab Link for Python for Datascience: https://colab.research.google.com/drive/1BSZT63F19uZYMXzIwafnlTiCS66I387F?usp=sharing

Azure Student Account Creation Steps:

1. Open a browser in an incognito mode
2. Paste the url in the address bar: https://azure.microsoft.com/en-in/free/students
3. Create one new Microsoft account using your outlook or gmail
4. Use college mail id to verify
5. Log on to portal.azure.com and check the subscription
6. Contact for issues related with Azure students subscription https://azure.microsoft.com/en-us/contact/#contact-sales

AI 900: Azure AI Fundamentals Study Materials

https://learn.microsoft.com/en-us/certifications/exams/ai-900/

Regression Model using Azure Machine Learning Designer:

https://microsoftlearning.github.io/AI-900-AIFundamentals/instructions/02a-create-regression-model.html

Evaluation Metrics for a Regression Problem: https://github.com/dravidshankar/SCITS/blob/main/Regression%20Problem.png

Classification Model using Azure Machine Learning Designer:

https://microsoftlearning.github.io/AI-900-AIFundamentals/instructions/02b-create-classification-model.html

Evaluation Metrics for a Classification Problem: https://github.com/dravidshankar/SCITS/blob/main/Classification%20Problem.png

Classification Model using Azure Machine Learning Designer:

https://microsoftlearning.github.io/AI-900-AIFundamentals/instructions/02c-create-clustering-model.html

Evaluation Metrics for a Clustering Problem: https://github.com/dravidshankar/SCITS/blob/main/Clustering%20Problem.png

AI 102: Azure AI Engineer Associate

Lab Environment Setup: https://microsoftlearning.github.io/AI-102-AIEngineer/Instructions/00-setup.html

Cognitive service Endpoint: https://cog-ravi-scits.cognitiveservices.azure.com/

Key: 7a0fd1d72eec4c3cb14703072ad56677

Location: eastus

Process and Translate Text with Azure AI Services

https://learn.microsoft.com/en-us/training/paths/process-translate-text-azure-cognitive-services/

Analyze text Lab(Virtual Machine): https://learn.microsoft.com/en-us/training/modules/extract-insights-text-with-text-analytics-service/8-exercise-analyze-text

Analyze text Lab: https://microsoftlearning.github.io/AI-102-AIEngineer/Instructions/05-analyze-text.html

Translate Text Lab: https://microsoftlearning.github.io/AI-102-AIEngineer/Instructions/06-translate-text.html

Process and Translate Speech with Azure AI Speech Services

https://learn.microsoft.com/en-us/training/paths/process-translate-speech-azure-cognitive-speech-services/

Recognize and Synthesize Speech Lab: https://microsoftlearning.github.io/AI-102-AIEngineer/Instructions/07-speech.html

Translate Speech Lab: https://microsoftlearning.github.io/AI-102-AIEngineer/Instructions/08-translate-speech.html

Create a Language Understanding solution with Azure AI Language

https://learn.microsoft.com/en-us/training/paths/create-language-solution-azure-cognitive-services/

Create a language understanding model with the Language service Lab: https://microsoftlearning.github.io/AI-102-AIEngineer/Instructions/09b-language-understanding-(preview).html

Create a Language Service Client Application Lab: https://microsoftlearning.github.io/AI-102-AIEngineer/Instructions/10b-language-understanding-client-(preview).html

Build a question answering solution

https://learn.microsoft.com/en-us/training/paths/build-qna-solution/

Create a Question Answering Solution Lab: https://microsoftlearning.github.io/AI-102-AIEngineer/Instructions/12-qna-maker.html

Create conversational AI solutions

https://learn.microsoft.com/en-us/training/paths/create-conversational-ai-solutions/

Create a Bot with the Bot Framework SDK Lab: https://microsoftlearning.github.io/AI-102-AIEngineer/Instructions/13-bot-framework.html

Create a Bot with Bot Framework Composer Lab: https://microsoftlearning.github.io/AI-102-AIEngineer/Instructions/14-bot-composer.html

Openweathermap API key: 2dee252ddd4a55f5dc857405f20d2a41

Create computer vision solutions with Azure AI Vision

Analyze images: https://learn.microsoft.com/en-us/training/modules/analyze-images/

Analyze Images with Azure AI Vision Lab: https://microsoftlearning.github.io/AI-102-AIEngineer/Instructions/15-computer-vision.html

Analyze video: https://learn.microsoft.com/en-us/training/modules/analyze-video/

Analyze Video with Video Analyzer Lab: https://microsoftlearning.github.io/AI-102-AIEngineer/Instructions/16-video-indexer.html

Classify images : https://learn.microsoft.com/en-us/training/modules/classify-images/

Classify Images with Azure AI Custom Vision Lab: https://microsoftlearning.github.io/AI-102-AIEngineer/Instructions/17-image-classification.html

Detect objects in images: https://learn.microsoft.com/en-us/training/modules/detect-objects-images/

Detect Objects in Images with Custom Vision Lab: https://microsoftlearning.github.io/AI-102-AIEngineer/Instructions/18-object-detection.html

Detect, analyze, and recognize faces: https://learn.microsoft.com/en-us/training/modules/detect-analyze-recognize-faces/

Detect and Analyze Faces Lab: https://microsoftlearning.github.io/AI-102-AIEngineer/Instructions/19-face-service.html

Extract text from images and documents

https://learn.microsoft.com/en-us/training/paths/extract-text-from-images-documents/

Read Text in Images Lab: https://microsoftlearning.github.io/AI-102-AIEngineer/Instructions/20-ocr.html

Extract Data from Forms Lab: https://microsoftlearning.github.io/AI-102-AIEngineer/Instructions/21-form-recognizer.html

Implement knowledge mining with Azure Cognitive Search

https://learn.microsoft.com/en-us/training/paths/implement-knowledge-mining-azure-cognitive-search/

Create an Azure Cognitive Search solution Lab: https://microsoftlearning.github.io/AI-102-AIEngineer/Instructions/22-azure-search.html

Create a Custom Skill for Azure Cognitive Search Lab: https://microsoftlearning.github.io/AI-102-AIEngineer/Instructions/23-search-skills.html

Create a Knowledge Store with Azure Cognitive Search Lab: https://microsoftlearning.github.io/AI-102-AIEngineer/Instructions/24-knowledge-store.html