Artificial Intelligence

As part of the TensorFlow series, this article focuses on coding examples on BERT and Transformer. These examples are:IMDB files: Sentimental analysis with pre-trained TF Hub BERT model and AdamW,GLUE/MRPC BERT finetuning,Transformer for language translation.In this example, we use a pre-trained TensorFlow Hub model for BERT and an AdamW optimizer. Because most of the heavy … [Read more...] about TensorFlow BERT & Transformer Examples

Weight decay, aka L2 regularization, aka ridge regression… why does it have so many names? Your guess is as good as mine. Like many other deep learning concepts, it’s a fancy term for a simple concept (in practice). It’s also something which took me a very long time to really understand, because it was cluttered behind all this math. If you’re having the same struggle I was … [Read more...] about Made Easy — How to Make Sense of Weight Decay

Mathematically yeah, technically not.Since blockchain emerged, many experts debated whether the union would be possible. While some critics stated that it was possible, while others have stated that it was not possible for various reasons. Here, we’ll discuss how close we are to the unification between blockchain and AI.How blockchain and AI can unite?When blockchain was … [Read more...] about Are We Close Towards Blockchain and AI Unification?

Learn about the trends that will shape the next year and, perhaps, the decadePhoto by National Cancer Institute on Unsplash.Artificial intelligence is a field that has the possibility of changing people’s lives. With applications in healthcare, business, finance, and other places, it seems like it is everywhere.To help you understand where it is going right now, we have … [Read more...] about Top 5 Artificial Intelligence Trends for 2021

Monument offers useful predictions with no-code at all!H2O can get you to a similar end, though it is a much different tool — more similar to Scikit-learn, SparkML, or packages of choice from Github.Monument is strictly no-code and everything is “batteries included” — a much lower hurdle for enterprise-grade analysis than firing up a code development environment. We enable … [Read more...] about Monument vs. H2O

Right now the phone is an accessory to the car, but soon the car is going to be an accessory to the phone.” — Marc AndreessenIn an interview with CCTV, NYU Stern Professor Arun Sundararajan discussed some of the challenges with implementing autonomous vehicles in the future.Professor Sundararajan thinks the single biggest challenge facing automakers is the perceptions of safety … [Read more...] about Challenges Implementing Autonomous Vehicles

In this blog let us try to understand Machine Learning in a simple way.I would like to discuss the concepts in a pictorial representation.What is Machine Learning?Computer figures out how a certain output is calculated when given an input.Machine Learning ApproachSo, we can say based on the provided data, the resulting program has been trained can predict the desired … [Read more...] about Simplify Machine Learning for Beginners

IntroductionModel ComparisonSummaryReferencesBecause Spotify and other music streaming services are incredibly popular and widely used, I wanted to apply Data Science techniques with Machine Learning algorithms to this product to predict song popularity. I personally use this product, and what I apply here could be applied to other services as well. I will be examining every … [Read more...] about Predicting Spotify Song Popularity

Image Credit: UNSW, Sydney3D-PRINTING INNOVATION3D printers are increasingly becoming a permanent fixture in the Healthtech field with these innovations3D Printing is seeing the widest applications in the medical field. It was about a couple of months ago that I wrote about a novel 3D-printing technique, which will enhance the production of biomedical parts. On previous … [Read more...] about This technique uses living cells to 3D-print a bone with a novel ink

Domino’s Pizza has adopted several AI strategiesAll illustrations in this article are made by the author.What’s the first company that comes to mind when you hear the term artificial intelligence (AI)? DeepMind? OpenAI? Boston Dynamics? Well, whatever it is, it’s most likely not Domino’s Pizza. But this international pizza chain is a fascinating case study on AI.Domino’s … [Read more...] about The Pizza Chain That Became an AI Front-Runner