The following chapters are currently…Blog The Hundred-Page Machine Learning Book 6 Likes
Let’s look at several techniques in machine learning and the math topics that are used in the process.
In linear regression, we try to find the best fit line or hyperplane for a…Blog The Math Behind Machine Learning 2 Likes 29 Statistical Concepts Explained in Simple E
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, decision trees, ensembles, correlation, Python, R, Tensorflow,…Blog 29 Statistical Concepts Explained in Simple E 15 Likes Business Analysis (BA) Career Path
More organizations are adopting data-driven and technology-focused approaches to business and hence the need for analytics expertise continues to grow. As a result, career opportunities in…Blog Business Analysis (BA) Career Path 1 Like How to Choose a Machine Learning Model – Some Blog How to Choose a Machine Learning Model – Some 7 Likes
Over 1,000,000 machine learning, AI, analytics and data science practitioners use our resources. Access high quality, relevant and proprietary content found…Blog Invitation to Join Data Science Central 85 Likes
This infographics was produced by Dataiku.…Blog Prediction Algorithms in One Picture 14 Likes Machine Learning Summarized in One Picture
Here is a nice summary of traditional machine learning methods, from Mathworks.…Blog Machine Learning Summarized in One Picture 29 Likes
What is Data Mining?
Data mining is an integrated application in the Data Warehouse and describes a systematic process for pattern recognition in large data sets to identify…Blog Differences between Data Mining and Predictiv 12 Likes Machine Learning in Parallel with Support Vec
This article describes methods for machine learning using bootstrap samples and parallel processing to model very large volumes of data in short periods of…Blog Machine Learning in Parallel with Support Vec 10 Likes Data Science Simplified Part 2: Key Concepts
In the first article of this series, I had touched upon key concepts and processes of Data Science. In this article, I…Blog Data Science Simplified Part 2: Key Concepts 14 Likes My Best Data Science, Machine Learning and Re
Here I list my most interesting contributions published on Data Science Central. My plan is to categorize and aggregate this content to produce a few self-published books. The material below will…Blog My Best Data Science, Machine Learning and Re 23 Likes Data Analysis Method: Mathematics Optimizatio Blog Data Analysis Method: Mathematics Optimizatio 3 Likes
This article was written by Aatash Shah.…Blog Machine Learning Vs. Statistics 8 Likes