Prepare for an AI development project
Use Azure AI Foundry portal to create a hub and project to build an AI solution.
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AI Foundry
AI-900
AI-900 Preparation Notes
I have created this notes while I was preparing for AI-900 exam. It includes some important concepts essential for this exam.
AZ-900
AZ-900 Practice Questions
Some practice questions to prepare for AZ-900 exam.
Azure
Fine-tune and apply content filters to a language model
Use Azure AI Foundry to fine-tune a language model, create and apply content filters.
Create a generative AI app that uses your own data
Use Azure AI Foundry to integrate custom data using RAG into a generative AI app.
Use a prompt flow to manage conversation in a chat app
Use Azure AI Foundry portal’s prompt flow to create a custom chat app that uses a user prompt and chat history as inputs, and uses a GPT model from Azure OpenAI to generate an output.
Develop a multimodal generative AI app
Use the Phi-4-multimodal-instruct generative AI model to generate responses to prompts that include text, images, and audio.
Choose and deploy a language model
Use Azure AI Foundry portal to choose, compare and deploy the models from model catalog.
Prepare for an AI development project
Use Azure AI Foundry portal to create a hub and project to build an AI solution.
What is Azure AI Foundry?
Understanding Azure AI Foundry in detail.
I saw this video on Azure AI Foundry on YouTube by John Savill.
How to create and manage Azure resources?
Discussing about different ways to create and manage Azure resources. There are many ways to interact with Azure resources and the right tool to choose depends on the requirements of a particular task.
DP-100 Preparation Notes
My notes to prepare for DP-100 exam. This includes some important concepts which may help.
AI-900 Preparation Notes
I have created this notes while I was preparing for AI-900 exam. It includes some important concepts essential for this exam.
DP-900 Practice Questions
Some practice questions to prepare for DP-900 exam.
AZ-900 Practice Questions
Some practice questions to prepare for AZ-900 exam.
Storage Blob in Azure
Understanding how to create a storage blob in Azure.
Handling Duplicate Data in Azure Data Flows
In this task, we are going to remove duplicates from a csv file present in a container.
Configuring Azure Data Flow Error Handling
In this task, we are going to configure Azure Data Flow Error Handling.
Azure Data Flow Derived Columns
In this task, we are going to use derived columns transformation in Azure Data Factory to split a column into 2 columns.
Azure Data Flow Conditional Split
In this task, we are going to use conditional split in Azure Data Factory to split the data in a Persons table present in Azure SQL Database to split the data based on the age column.
Azure Data Flow Conditional Flatten
In this task, we are going to flatten the json file stored in a Container in our storage account.
In the json file, the data is an array of arrays, so we are going to flatten it to individual records.
Enable Security for Azure Data Lake
Understanding how to enable security for Azure Data Lake.
The security model in Azure Data Lake Storage supports both RBAC and ACLs. Azure role assignments are evaluated first. They take priority over any ACL assignments.
Configure a Hierarchical Namespace for Azure Data Lake
Understanding how to configure a hierarchical namespace for Azure Data Lake.
Resource Lock in Azure
Understanding how to create a resource lock in Azure.
Pricing Calculator in Azure
In this exercise, you use the Pricing calculator to estimate the cost of running a basic web application on Azure.
TCO Calculator in Azure
In this exercise, you use the Total Cost of Ownership (TCO) Calculator to compare the cost of running a sample workload in your datacenter versus on Azure.
Azure Virtual Machine
Understanding and implementing Azure VM
Azure AI Foundry
Create a generative AI app that uses your own data
Use Azure AI Foundry to integrate custom data using RAG into a generative AI app.
Use a prompt flow to manage conversation in a chat app
Use Azure AI Foundry portal’s prompt flow to create a custom chat app that uses a user prompt and chat history as inputs, and uses a GPT model from Azure OpenAI to generate an output.
What is Azure AI Foundry?
Understanding Azure AI Foundry in detail.
I saw this video on Azure AI Foundry on YouTube by John Savill.
Azure Data Factory
Handling Duplicate Data in Azure Data Flows
In this task, we are going to remove duplicates from a csv file present in a container.
Configuring Azure Data Flow Error Handling
In this task, we are going to configure Azure Data Flow Error Handling.
Azure Data Flow Derived Columns
In this task, we are going to use derived columns transformation in Azure Data Factory to split a column into 2 columns.
Azure Data Flow Conditional Split
In this task, we are going to use conditional split in Azure Data Factory to split the data in a Persons table present in Azure SQL Database to split the data based on the age column.
Azure Data Flow Conditional Flatten
In this task, we are going to flatten the json file stored in a Container in our storage account.
In the json file, the data is an array of arrays, so we are going to flatten it to individual records.
Calculators
Pricing Calculator in Azure
In this exercise, you use the Pricing calculator to estimate the cost of running a basic web application on Azure.
TCO Calculator in Azure
In this exercise, you use the Total Cost of Ownership (TCO) Calculator to compare the cost of running a sample workload in your datacenter versus on Azure.
Concepts
5 Types of Analytics: From Understanding the Past to Predicting the Future
In today’s data-driven business landscape, organizations generate unprecedented volumes of information every second. The ability to transform this raw data into actionable insights has become the difference between market leaders and followers.
DAX
Top 50 Power BI Interview Questions & Answers (for Freshers)
If you’re preparing for your first data analyst role, these 50 interview questions and answers will help you get ready.
15 Days of DAX Series
This is the 15 days of DAX series that I have created on LinkedIn. Learn 50+ common DAX functions in Power BI with simple examples.
DP-100
DP-100 Preparation Notes
My notes to prepare for DP-100 exam. This includes some important concepts which may help.
DP-900
DP-900 Practice Questions
Some practice questions to prepare for DP-900 exam.
Data Flow
Handling Duplicate Data in Azure Data Flows
In this task, we are going to remove duplicates from a csv file present in a container.
Configuring Azure Data Flow Error Handling
In this task, we are going to configure Azure Data Flow Error Handling.
Azure Data Flow Derived Columns
In this task, we are going to use derived columns transformation in Azure Data Factory to split a column into 2 columns.
Azure Data Flow Conditional Split
In this task, we are going to use conditional split in Azure Data Factory to split the data in a Persons table present in Azure SQL Database to split the data based on the age column.
Azure Data Flow Conditional Flatten
In this task, we are going to flatten the json file stored in a Container in our storage account.
In the json file, the data is an array of arrays, so we are going to flatten it to individual records.
Data Lake
Enable Security for Azure Data Lake
Understanding how to enable security for Azure Data Lake.
The security model in Azure Data Lake Storage supports both RBAC and ACLs. Azure role assignments are evaluated first. They take priority over any ACL assignments.
Configure a Hierarchical Namespace for Azure Data Lake
Understanding how to configure a hierarchical namespace for Azure Data Lake.
Data-Analytics
5 Types of Analytics: From Understanding the Past to Predicting the Future
In today’s data-driven business landscape, organizations generate unprecedented volumes of information every second. The ability to transform this raw data into actionable insights has become the difference between market leaders and followers.
Excel
Importing Excel Data into SharePoint List using Power Automate
Automate importing data from Excel to SharePoint list using Power Automate.
Fine-tuning
Fine-tune and apply content filters to a language model
Use Azure AI Foundry to fine-tune a language model, create and apply content filters.
GenAI
Fine-tune and apply content filters to a language model
Use Azure AI Foundry to fine-tune a language model, create and apply content filters.
Create a generative AI app that uses your own data
Use Azure AI Foundry to integrate custom data using RAG into a generative AI app.
Use a prompt flow to manage conversation in a chat app
Use Azure AI Foundry portal’s prompt flow to create a custom chat app that uses a user prompt and chat history as inputs, and uses a GPT model from Azure OpenAI to generate an output.
Develop a multimodal generative AI app
Use the Phi-4-multimodal-instruct generative AI model to generate responses to prompts that include text, images, and audio.
Choose and deploy a language model
Use Azure AI Foundry portal to choose, compare and deploy the models from model catalog.
Prepare for an AI development project
Use Azure AI Foundry portal to create a hub and project to build an AI solution.
What is Azure AI Foundry?
Understanding Azure AI Foundry in detail.
I saw this video on Azure AI Foundry on YouTube by John Savill.
IMDb
Why do we need to subtract 3 in word index in IMDb dataset from Tensorflow?
As I was working with IMDb dataset, I noticed while decoding, we need to subtract 3 in the word index to get the corresponding word. Let’s understand why.
Infrastructure
How to create and manage Azure resources?
Discussing about different ways to create and manage Azure resources. There are many ways to interact with Azure resources and the right tool to choose depends on the requirements of a particular task.
Interview Prep
Top 50 Power BI Interview Questions & Answers (for Freshers)
If you’re preparing for your first data analyst role, these 50 interview questions and answers will help you get ready.
Keras
Why do we need to subtract 3 in word index in IMDb dataset from Tensorflow?
As I was working with IMDb dataset, I noticed while decoding, we need to subtract 3 in the word index to get the corresponding word. Let’s understand why.
Maths
Sampling Distributions
Revising sampling distribution concept in statistics.
Model Deployment
Choose and deploy a language model
Use Azure AI Foundry portal to choose, compare and deploy the models from model catalog.
Multimodal
Develop a multimodal generative AI app
Use the Phi-4-multimodal-instruct generative AI model to generate responses to prompts that include text, images, and audio.
PL-300
Finally, Microsoft Power BI Certified!!!
In this post, I share my experience on how I passed the PL-300 exam and the resources that I have followed to prepare for the exam.
PostgreSQL
How to import data into PostgreSQL?
Working with PostgreSQL databases often requires moving data in and out of tables, and PGAdmin makes this process seamless with its intuitive interface. If you have data in CSV or text files and want to bring it into your PostgreSQL table, here’s a clear, actionable guide to help you do it effortlessly.
Power Apps
My first App in Power Apps
I started learning Power Apps, and this is my first canvas app.
Power Automate
Importing Excel Data into SharePoint List using Power Automate
Automate importing data from Excel to SharePoint list using Power Automate.
Power BI
15 Days of DAX Series
This is the 15 days of DAX series that I have created on LinkedIn. Learn 50+ common DAX functions in Power BI with simple examples.
PowerBI
Top 50 Power BI Interview Questions & Answers (for Freshers)
If you’re preparing for your first data analyst role, these 50 interview questions and answers will help you get ready.
Finally, Microsoft Power BI Certified!!!
In this post, I share my experience on how I passed the PL-300 exam and the resources that I have followed to prepare for the exam.
PromptFlow
Use a prompt flow to manage conversation in a chat app
Use Azure AI Foundry portal’s prompt flow to create a custom chat app that uses a user prompt and chat history as inputs, and uses a GPT model from Azure OpenAI to generate an output.
RAG
Create a generative AI app that uses your own data
Use Azure AI Foundry to integrate custom data using RAG into a generative AI app.
Resource Management
How to create and manage Azure resources?
Discussing about different ways to create and manage Azure resources. There are many ways to interact with Azure resources and the right tool to choose depends on the requirements of a particular task.
Resource Lock in Azure
Understanding how to create a resource lock in Azure.
SQL
How to import data into PostgreSQL?
Working with PostgreSQL databases often requires moving data in and out of tables, and PGAdmin makes this process seamless with its intuitive interface. If you have data in CSV or text files and want to bring it into your PostgreSQL table, here’s a clear, actionable guide to help you do it effortlessly.
Series
15 Days of DAX Series
This is the 15 days of DAX series that I have created on LinkedIn. Learn 50+ common DAX functions in Power BI with simple examples.
SharePoint
Importing Excel Data into SharePoint List using Power Automate
Automate importing data from Excel to SharePoint list using Power Automate.
Statistics
Sampling Distributions
Revising sampling distribution concept in statistics.
Storage
Storage Blob in Azure
Understanding how to create a storage blob in Azure.
TCO
TCO Calculator in Azure
In this exercise, you use the Total Cost of Ownership (TCO) Calculator to compare the cost of running a sample workload in your datacenter versus on Azure.
Tensorflow
Why do we need to subtract 3 in word index in IMDb dataset from Tensorflow?
As I was working with IMDb dataset, I noticed while decoding, we need to subtract 3 in the word index to get the corresponding word. Let’s understand why.
VMs
Azure Virtual Machine
Understanding and implementing Azure VM