Machine Learning is Fun – Part 12 – ARIMA

Viewer RatingWhat is ARIMA? Actually, it is a combination of two models – AR and MA. AR – Auto Regressive. MA – Moving Average. Lots of jargons? Let me make it clear. Auto Regressive means when there is some correlation between values in a time series and the values that precede and succeed them. yt … Read more

Machine Learning is Fun – Part 10 – K-Means Clustering

Viewer RatingHello! I hope you are well and exploring lots of topics in Machine Learning (ML). To continue with my series of ML posts, today, I feel that I need to share a common unsupervised algorithm for a classification problem in ML. My favorite is K means clustering. K-Means: Let’s explore the meaning of this … Read more

What is Deep Learning?

Viewer RatingDeep learning (also known as deep structured learning or hierarchical learning) is part of a broader family of machine learning methods based on learning data representations, as opposed to task-specific algorithms. Learning can be supervised, semi-supervised or unsupervised. Deep learning architectures such as deep neural networks, deep belief networks and recurrent neural networks have … Read more

Machine Learning is Fun – Part 9 – Logistic Regression

Viewer RatingHi Friends, Let’s get back to technical things again. In my last topic, I have explained the concept of linear regression. Today, I am going to explain what is logistic regression. Let’s start with an example: suppose, you want to predict a diagnostic test for cancer. Now, you have some features of data like … Read more

What is Artificial Intelligence?

Viewer RatingArtificial intelligence (AI) is intelligence demonstrated by machines, in contrast to the natural intelligence displayed by humans and other animals. In computer science, AI research is defined as the study of “intelligent agents”: any device that perceives its environment and takes actions that maximize its chance of successfully achieving its goals. Simply put, the … Read more

Machine Learning is Fun – Part 8 – You cannot skip any topic

Viewer RatingHi Friends, Have you started the topics that I mentioned in my last post? Hurry up guys .. lots of thing need to be covered! So today, I shall share with you the story of my journey towards Machine learning: One fine morning I decided to start ML. I searched lots of articles about … Read more

Machine Learning is Fun – Part 7 – What is Regression?

Viewer RatingBefore starting today’s topic, I want to mention a very important point. Please make sure you have covered the concept of the points which I have mentioned in my last post on EDA process. If you are good with that, then let’s proceed. So, what is regression? It means trying to find out any … Read more

Machine Learning is Fun – Part 5 – Probability Distribution Concept

Viewer RatingHi Friends! I hope you liked my previous posts. Today, I am going to talk on an important topic; that is Probability Distribution. Well, it’s like you are trying to assume or predict something in a scientific way. Now the question is Probability on what? Variables obviously! First concentrate on 2 kind of variables … Read more