Skip to main content

How I am going to learn AI

 

I have been going through a lot of videos, tutorials, websites to understand AI.

The following video resonated with me.

https://www.youtube.com/watch?v=U07MHi4Suj8






If you want to actually understand large language models- not just use ChatGPT, but genuinely understand how these systems work, how to build with them, and how to stay relevant as this field evolves- this video gives you the exact learning path to follow, step by step.


There are hundreds of LLM courses out there right now. Everyone's got a tutorial, everyone's got a certification. And if you're trying to figure out where to start, it can feel completely paralyzing.


Should you jump straight into prompt engineering? Do you need to understand transformers first? What about fine-tuning? What about agents?


In this video, I break down the 4-step path that actually works- the one that gives you lasting understanding rather than just surface-level familiarity.


The 4 Steps:

  • Step 1: Fundamentals of Machine Learning & Deep Learning
  • Step 2: Understanding Transformers & the Attention Mechanism
  • Step 3: LLM Pre-training, Fine-tuning & RAG
  • Step 4: Applications & AI Agents


Each step builds on the last. Skip the foundation, and the house falls down. This path isn't the fastest, but it's the one that actually works.


Free Resources Mentioned:


Step 1: ML & Deep Learning Fundamentals


Step 2: Transformers & Attention


Step 3: Pre-training, Fine-tuning & RAG


Step 4: Applications & AI Agents

Comments

Post a Comment

Popular posts from this blog

The pesky scrollbars on Remote desktop - Finally fixed!!

  The problem We always had scrollbars (vertical as well as horizontal) when we connect to remote desktop (eg: nftRunbox01). This meant we had to scroll up and down many times to work on rotheram environments.  Full screen was an option, but we wanted to see the taskbar as well as the messages from skype (Paul). I remember my colleagues would not allow pairing unless the scroll bar issue was fixed. :)  We ended up editing rdp files and what we tried to do was... desktopwidth:i:1437 desktopheight:i:865 session bpp:i:24 winposstr:s:0,1,0,20,1437,865 We changed the winposstr values so that horizontal and vertical scroll bars disappear. This was a trial and error method and consumed a lot of time (10 to 15 mts). I looked at a few open source projects and found a project on sourceforge which solved the problem. I was still looking for a way (easier) to solve the scroll bar issue. Solution Just add the following line to your .rdp file. smart sizing:i:1 Old RDP File desktopw...
Post a Comment
Read more
 I worked on UI Automation using Cucumber, Java and Selenium in a company ( company name hidden due to confidentiality agreement). After creating the framework completely, when it was time to deploy to pipeline, I found we don't have devops team in the company. The devs were helping out by doing devops work in addition to their normal duties. They explained that they can help with C# code ( basically .Net core deployments into agents), but could not help maintaining agents which run JVM ( for Java code). It was time to switch to C#. I found Specflow is a C# implementation of Cucumber and we need Visual Studio ( Professional at least) to continue the work. The management at the highest level were very supportive and they were willing to spend the money and give me all the support to rewrite the entire framework in C#. It was time to make Automation a success in the company. And it was going to be more thrilling than any movie we can imagine with all the twists and turns.
Post a Comment
Read more

API Testing with Rest Assured - Validating the json schema

Sometimes you would get a json response while testing web applications. To make sure that all fields are present, but at the same time keeping the tests generic, you might write something like this given below.(although, a newbie way of writing tests)  @Category(RegressionTests.class)     @Test     public void verifyResponseByValidatingPresenceOfAllFields() {         given().                 param("product", "HomeLoan").                 param("fromHomeLoanId", -100).         when().                 get("/loans").         then().                 statusCode(200).                 contentType(ContentType.JSON).                 body(containsString("loans"))....
Post a Comment
Read more