Akhil TheerthalainTowards AIBuilding Blocks of Transformers: AttentionThe Borrower, the Lender, and the Transformer: A Simple Look at AttentionMar 28Mar 28
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…Jan 61Jan 61
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?Aug 26, 2023Aug 26, 2023
Akhil TheerthalaNLP -01: Demystifying Regular ExpressionsOne of the most underrated skills any data professional should have when working with stringsAug 5, 2023Aug 5, 2023
Akhil TheerthalainTowards AIMachine Learning Roadmap: Community Recommendations 2023RoadMapsJul 14, 20231Jul 14, 20231
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?Jun 24, 2023Jun 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...Jun 14, 2023Jun 14, 2023
Akhil TheerthalainTowards AIGenerating adversaries for CNNs: My cat is a goldfish, so don’t tax it.Adversarial Machine learningMar 13, 2023Mar 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…Mar 5, 2023Mar 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…Feb 10, 2023Feb 10, 2023
