Multi-domain specialist and independent research scientist: https://thomascherickal.com
The Exciting Future with Blockchain and Artificial Intelligence
AI is going to change the world. We all know that. Blockchain is also (like AI) disruptive, revolutionary, and earth-shakingly transformative. So what happens if we take two buzzwords like AI (data science) and blockchain and combine them? Let’s find out!But first, do you know what a blockchain is? And why it’s one of the keys to a democratic digital future?Well, I could repeat what others have already detailed on this blog in the past and finish my word count and get the job done — but I wan...
The Transformer Neural Networks Saga is Just Getting Started
Scope
I’ve been reading many analyses of Transformer Neural Networks. Most of them are missing the fundamental point.
We understand natural language. The computer does not have innate consciousness to do so.
A GPT-3 transformer is an advanced mathematical model that are just beginning to change the way everything operates.
Architecture
This is the architecture of an GPT-3 TNN(Transformer Neural Network — my personal nomenclature) given below:
The Take Away
We see the input and the output. We ...
Top 5 Data Visualization Tools for a Data Scientist
All the best datasets, Artificial Intelligence, Machine Learning, and Business Intelligence tools are useless without effective visualization capabilities. In the end, data science is all about presentation, Whether you are a chief data scientist at Google or an all-in-one ‘many-hats’ data scientist at a start-up, you still have to show the results of your algorithm to a management executive for approval. We have all heard the adage, “a picture is worth a thousand words”. I would rephrase tha...
Accurate Bitcoin Price Forecasting with Python – Blockchain Applications of Data Science Part 2
Recap
We discussed earlier in Part 1 of Blockchain Applications of Data Science on this blog how the world could be made to become much more profitable for not just a select set of the super-rich but also to the common man, to anyone who participates in creating a digitally trackable product. We discussed how large scale adoption of cryptocurrencies and blockchain technology worldwide could herald a change in the economic demography of the world that could last for generations to come. In thi...
Learn Data Science with the Best Available Free Courses Online
Data Scientist Training Free of Charge
Now, in theory, it is possible to become a data scientist, without paying a dime. What we want to do in this article is to list out the best of the best options to learn what you need to know to become a data scientist. Many articles offer 4-5 courses under each heading. What I have done is to search through the Internet covering all free courses and choose the single best course for each topic.
These courses have been carefully curated and offer the bes...
Preparation Guide for AWS Big Data Speciality Certification
An AWS Career is a Gold Mine
So you want to do your AWS certification! Personal comment from me – an excellent choice. Not only is it the most valuable certification available right now (money-wise), it also has excellent career prospects abroad. And did we mention money? Starting salary for an AWS Big Data Speciality Certified Professional is $160,000 USD a year. With experience and good performance, in three years, if you work hard and show rockstar potential, you are looking at an annual s...
A Comprehensive Guide to Data Science With Python
A Hearty Welcome to You!
I am so thrilled to welcome you to the absolutely awesome world of data science. It is an interesting subject, sometimes difficult, sometimes a struggle but always hugely rewarding at the end of your work. While data science is not as tough as, say, quantum mechanics, it is not high-school algebra either.
It requires knowledge of Statistics, some Mathematics (Linear Algebra, Multivariable Calculus, Vector Algebra, and of course Discrete Mathematics), Operations Resear...
Machine Learning Algorithms Every Data Scientist Should Know
Types Of ML Algorithms
There are a huge number of ML algorithms out there. Trying to classify them leads to the distinction being made in types of the training procedure, applications, the latest advances, and some of the standard algorithms used by ML scientists in their daily work. There is a lot to cover, and we shall proceed as given in the following listing:
Statistical Algorithms
Classification
Regression
Clustering
Dimensionality Reduction
Ensemble Algorithms
Deep Learning
Reinforcemen...
The Exciting Future with Blockchain and Artificial Intelligence
Blockchain and Data Science (Artificial Intelligence)
AI is going to change the world. We all know that. Blockchain is also (like AI) disruptive, revolutionary, and earth-shakingly transformative. So what happens if we take two buzzwords like AI (data science) and blockchain and combine them? Let’s find out!
But first, do you know what a blockchain is? And why it’s one of the keys to a democratic digital future?
Well, I could repeat what others have already detailed on this blog in the past a...