Effect of Normalization in training algorithm Standardization Let [x1, x2, ..., xn] and max(xi) = m, min(xi) = n Just transform xi into (xi-m)/(m-n) (Min-max Feature Scaling)...
Climate Change and Elk Farming Calendar - PBL 02 - Azure Data Scientist AssociateProblem: A customer is managing a farm in the Washington State. The farm is the longest-running elk farm for generations, and has been...
Azure - Natural Language Processing: Text Analytics (AI-FUNDA) Using Azure Text Analytics Objective: A company receives a good amount of customer review. To facilitate processing, employ Text...
Doggy boots size recommendation - PBL 01 - Azure Data Scientist AssociateBackground: A client, a company which sells harnesses and doggy boots for avalanche-rescue dogs, finds that its customer often order the...
Azure - Machine Learning: Clustering (AI-FUNDA)Using Azure Machine Learning Studio Objective: Build clustering model to classify species of penguin. Data Source:...
Azure - Computer Vision: Image detection (AI-FUNDA)Using Azure Cognitive Service Objective: Detect objects, events, customer sentiment in a supermarket from images. 1. set up key and...
Azure - Machine Learning: Two-way Classification (AI-FUNDA)Using Azure Machine Learning Studio Objective: Train ML model to perform 2-way Classification for diabetes detection. Data Source: ...
Azure - Computer Vision: Receipt Analysis, Form Recognizer (AI-FUNDA)Using Azure Cognitive Service Objective: Perform Receipt Analysis on images of receipts 1. Employ Cognitive Service 2. Analyze the...
Azure - Computer Vision: OCR & Form Recognition (AI-FUNDA)Using Azure Cognitive Service Objective: Experience the Optical Character Recognition(OCR ) service in word recognition. 1. Employ Azure...
Azure - Computer Vision: Face Recognition (AI-FUNDA)Using Azure Cognitive Service Objective: Experience the face detection services. 1. Employ Azure Cognitive Service. 2. Detect faces in...
Azure - Computer Vision: Object Detection & Classification (AI-FUNDA)Using Azure Custom Vision Objective: Classify images of apple, orange and banana. Training images obtained from:...
Azure - Cosmos DB (DATA-FUNDA-03)Role: Data Engineer of a bike manufacture company Main Objective: Employ Azure non-relational database and storage, and file-sharing...