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Viewer RatingYou must sign in to voteWhat 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 … Read more
Viewer RatingYou must sign in to voteDear Friends, Hope you are all well. Today I want to discuss an interesting topic and that is time series analysis. Yes, we are trying to predict the amount of data that is captured in some interval of time. Now you can ask – if we already have linear … Read more
Viewer RatingYou must sign in to voteHello! 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 … Read more
Viewer RatingYou must sign in to voteDeep 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 … Read more
Viewer RatingYou must sign in to voteHi 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 … Read more
Viewer RatingYou must sign in to voteArtificial 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 … Read more
Viewer RatingYou must sign in to voteHi 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 … Read more
Viewer RatingYou must sign in to voteBefore 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 … Read more
Viewer RatingYou must sign in to voteLet’s start today’s topic – Types of Statistics. 1. Descriptive statistics – Suppose you have some set of samples and you need to do some kind of analysis with the data. Before directly jumping into analysis first of all you need to arrange the data, format the data and … Read more
Viewer RatingYou must sign in to voteHi 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 … Read more