Akhil TheerthalainTowards AIBuilding Blocks of Transformers: AttentionThe Borrower, the Lender, and the Transformer: A Simple Look at Attention6 min read·Mar 28, 2024----
Akhil TheerthalainTowards AISimplifying Decorators in Python | A step-by-step approach.Python is one of the simpler languages that we can learn these days. However, despite being the simplest one, it still has a few areas that…4 min read·Jan 6, 2024--1--1
Akhil TheerthalaMaking Sense of PyTorch’s to(device) and map_location.Why are there two different approaches to do the same thing? When is one approach better than the other?2 min read·Aug 26, 2023----
Akhil TheerthalaNLP -01: Demystifying Regular ExpressionsOne of the most underrated skills any data professional should have when working with strings9 min read·Aug 5, 2023----
Akhil TheerthalainTowards AIMachine Learning Roadmap: Community Recommendations 2023RoadMaps9 min read·Jul 14, 2023--1--1
Akhil TheerthalainTowards AIData Lifecycle in Production: Defining and Collecting useful data.How do we determine the criteria for “good” and “useful” data? Where can we collect the data from? How much data should we collect?7 min read·Jun 24, 2023----
Akhil TheerthalainTowards AIMachine Learning Roadmap — Part 1: Personal Recommendations for BeginnersThink of it as starting out as a level 1 character. Try to understand the basic game mechanics, the environment and your allegiance. As y...9 min read·Jun 14, 2023----
Akhil TheerthalainTowards AIGenerating adversaries for CNNs: My cat is a goldfish, so don’t tax it.Adversarial Machine learning8 min read·Mar 13, 2023----
Akhil TheerthalainTowards AIHow to Start Your ML Journey? | Results from LinkedIn PollsSomeone trying to start their ML journey would be confused about where to start. There are thousands of roadmaps in the world, some…7 min read·Mar 5, 2023----
Akhil TheerthalainTowards AIHow to Maximize ML Project Success with Efficient Scoping? | MLOps 5Scoping a Machine learning project is a very essential step as around 60–85% of the industrial AI projects fail every year. Get an idea…6 min read·Feb 10, 2023----
