Azure Machine Learning - the AI suite
Prasad KulkarniSep 08, 2024
The hallmark of any good tool/platform is its flexibility. With AI models all around, and an explosion of tools to develop to build AI workflows, it gets overwhelming....
Taxonomy and Types of AI Algorithms
Prasad KulkarniJul 11, 2024
What is an AI Algorithm? Before understanding what is an AI Algorithm, it is necessary to understand what is Artificial Intelligence. It is concerned with not just...
Motivating AI-102: Azure AI Engineer Associate
Prasad KulkarniJul 09, 2024
I have had the privilege of taking all Data Science/AI/ML related certifications from Microsoft. Be it AI-900 Azure AI Fundamentals or DP-100 Azure Data Scientist...
Linear Search vs Binary Search
Prasad KulkarniJun 22, 2024
Searching for a specific element in a dataset is a fundamental problem in computer science. When searching for a specific element in a dataset, two popular algorithms...
Data Science for IoT
Prasad KulkarniDec 06, 2023
Introduction When I was struggling with my health, a statement (paraphrasing) from an entrepreneur got me thinking: If you want to improve on something, start measuring...
Azure Health Data Services(HDS)/Azure API for FHIR for converting HL7 Messages to FHIR
Prasad KulkarniDec 01, 2023
Healthcare Data is one of the most sensitive and sophisticated forms of data. Having dealt with it, I have experienced it first hand. It has been challenging and...
Text Summarization with Azure AI
Prasad KulkarniOct 08, 2023
We are living in Industry 4.0 era. AI is becoming mainstream by the day. It is permeating every aspect of our lives from Enterprise and Consumer use cases. Among them,...
Supervised vs Unsupervised Learning: What’s the Difference?
Prasad KulkarniAug 31, 2023
Introduction In the book Modeling Mindsets, Christoph Molnar labels various modeling techniques as a mindset, rather than a toolset. Accordingly, two major modeling...
Data Integration: Definition, Process, Tools, Use Cases
Prasad KulkarniMay 31, 2023
As we usher into the age of AI, Analytics, and Data Science, we have Data-Intensive applications. What do we mean by that? According to Martin Kleppmann, the author of...
Explore your structured data using Natural Language with Azure Open AI
Prasad KulkarniApr 26, 2023
I saw a twitter quote saying, “prompt engineering is the new feature engineering.” It may be true given the rise of LLMs and especially ChatGPT. With precise...