Welcome all Machine Learning Enthusiasts to Capable Machine.

In today’s world Machine learning is the most trending and powerful technology. “Machine Learning is a branch of Artificial Intelligence that makes system to learn and/or improve automatically from the experience.”

Across globe most of us are unaware of the fact that we interact with Artificial intelligence every single day of our life – recommendation systems like those on Netflix, YouTube, and Spotify, search engines like Google and Bing, social-media feeds like Instagram and Twitter, voice assistants like Siri and Alexa.

Best of competent appliance


Domain Knowledge

One said domain knowledge is the knowledge about the environment in which the data is processed to reveal secrets. domain knowledge is very important during data cleansing and feature engineering.

Math and Statistics

Basic mathematical skills required for Machine Learning are Linear Algebra, Basic Calculus, Matrix Decomposition, also Knowledge of Statistics and Probability theory plus Geometric analytical skills.

Computing Skills

Knowledge of the Data Structures, Algorithms, Oops concepts. Also the basic Knowledge of programming languages, such as Python, R, Java, C++. Understanding of databases, such as SQL, MongoDB.

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By far the greatest danger of Artificial Intelligence is that people conclude too early that they understand it.

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Some statistics for you!


I have done some research and found that China is leading country in Artificial Intelligence. Furthermore China has published a number of research papers on deep learning which is comparatively more than other leading countries. The United States of America is giving tough competition to China by investing in private corporation. On the other hand, the government of Canada has invested $125 million for AI to become AI superpower country. Russia is not leading but following global trend in 2020. Manufacturing companies in India have been digitizing their plants with advanced process controls, analytics, and AI-based decision support solutions. All the other countries are still in race of becoming AI superpower.

Globe GIF. Capable Machine

According to a recent Accenture study, AI can add US$957 billion (15% of current gross value added) to India’s economy by 2035. It’s no surprise then, that the government has introduced bold, multi-pronged initiatives to augment labor productivity and innovation with an eye to driving growth.

Where do top tier AI researchers work today?

world map blue Capable Machine
Do You Know?

India is one of the most exciting fintech market in the world.

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Let’s learn together.


If you are really interested in research as well as want to learn more, work /write with me and the credits will be given.

Do research. Feed your talent. Make a difference.

You must know atleast four of these libraries

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What people say


Ashish Deshmukh

Awesome Blogs !
Very Informative as well as detailed explanation in easiest way. I really appreciate your work. Keep it up.


Shradha Kadu

Hey Sarang, Great blogs. It’s so interesting, descriptive and well written. Keep blogging and providing such useful knowledge.


Vaibhav Dhake

Your blogs are so helpful to clear my confusions. And, I continue to be impressed by the content of this website . Keep going .


Dhanshree Fale

The information here is hands down, the best I’ve seen. Focusing on what you need to know without confusing you with what you don’t.

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Let’s get a conversation going!


Capable Machine is the technical blogging website for those who want to know about ML, AI and how it works. Here, you will learn about Mathematical concepts behind ML algorithms, moreover real world problems and practical solutions. You can read more about here.

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