A great explanation

What is Machine Learning?. Machine learning is the scientific study of algorithms and statistical models that computer systems use to perform a specific task without….

Machine learning is complex. For newbies, starting to learn machine learning can be painful if they don’t have right resources to learn from. Most of the machine learning libraries are difficult to…

This list of lists contains books, notebooks, presentations, cheat sheets, and tutorials covering all aspects of data science, machine learning, deep learning, statistics, math, and more, with most documents featuring Python or R code and numerous illustrations or case studies. All this material is available for free, and consists of content mostly created in 2019… Read More »40+ Modern Tutorials Covering All Aspects of Machine Learning

Learning data science may seem intimidating but it doesn’t have to be that way. Let’s make learning data science fun and easy. So the challenge is how do we exactly make learning data science both…

Machine learning is the subfield of computer science, that provides computers the ability to automatically learn on their own and improve from their experiences without being explicitly programmed…

Here is a nice summary of traditional machine learning methods, from Mathworks. I also decided to add the following picture below, as it illustrates a method that was very popular 30 years ago but that seems to have been forgotten recently: mixture of Gaussian. In the example below, it is used to separate the data set… Read More »Machine Learning Summarized in One Picture

The terms Data Science, Machine Learning, and AI fall in the same domain and are connected to each other, they have their specific applications and meaning.

A personal account from Machine Learning enthusiast Avik Jain on his experiences of #100DaysOfMLCode, a challenge that encourages beginners to code and study machine learning for at least an hour, every day for 100 days.

What is Machine Learning: It is an application of AI & gives devices the ability to learn from their experiences without explicit coding.

Companies have always been very interested in expanding and improving their decision-making principles. In the past, business decisions were largely based on the experience of proven employees and…

A rather comprehensive list of algorithms can be found here. Many are posted and available for free on Github or Stackexchange. Algoritmia provides developers with over 800 algorithms, though you have to pay a fee to access them. You can find the original article, here. For other articles about algorithms, click here. Top DSC Resources Article: What is Data Science? 24 Fundamental… Read More »12 Algorithms Every Data Scientist Should Know

Python and R cheat sheets for machine learning algorithms. It contains codes on data science topics, decision trees, random forest, gradient boost, k means.

In this blog, we are going to explore if knowledge of mathematics is really necessary to become good data scientists or not.

If we go into the definition of the Internet of Things, we find out that it is the concept of inter-networking of physical devices, connected devices, smart devices, and other devices embedded with…

Machine Learning Practitioners have different personalities. While some of them are “I am an expert in X and X can train on any type of data”, where X = some algorithm, some others are “Right tool…

Scalable and efficient data pipelines are as important for the success of analytics and ML as reliable supply lines are for winning a war.

Deep learning is sometimes referred to as the intersection between machine learning and artificial intelligence. It is about designing algorithms that can make robots intelligent, such a face recognition techniques used in drones to detect and target terrorists, or pattern recognition / computer vision algorithms to automatically pilot a plane, a train, a boat or… Read More »Deep Learning: Definition, Resources, Comparison with Machine Learning

And will soon transform corporate America.

Find out what a Python developer does, how much they earn, what skills are needed, and how to become a Python developer with no experience.

Check out the ultimate list of most popular Amazon web services. This AWS services list 2023 will help you to understand the most essential AWS cloud products.

This single image can help you learn the hacker's preferred coding language, Python If you are interested in becoming a hacker or a security researcher,

Students venturing in machine learning have been experiencing difficulties in differentiating supervised learning from unsupervised learning. It appears that the procedure used in both learning methods is the same, which makes it difficult for one

Big Data can be intimidating! Here is a quick primer to make it easy. Also, check out the infographic image midway through this article and feel free to download and keep it in your pocket…

The Archimedes' Principle is a scientific law which explains why some objects sink and some objects float. Archimedes was one of the world's greatest

Python is one of the best programming languages to learn first. As you get started, this one-page reference sheet of variables, methods, and formattin

As the digital era progresses, it is quickly becoming apparent that the then-technologies of the future like Artificial Intelligence (AI) and machine learning have radically changed the way we live our lives. They are not

This plan is for people with basic knowledge of machine learning / deep learning. Assess your skills & plan your data science & Big Data learning for 2017

This is the SECOND in a series of posts on applying Tim Ferriss’ accelerated learning framework to Data Science. My goal is to become a world-class (top 5%) Data Scientist in < 6 months, while…

10 of free courses to learn Data Structure and Algorithms for Java programmers.

Find the best ideas for fun Python projects for beginners and start building your first Python programs right away to see progress faster.