Category: Machine Learning
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Miracles of Modern Hardware Turn Mundane PCs into Machine Learning Tools
You probably thought that machine learning was a very elaborate concepts that required a multi-million dollar super computer. That is not the case at all. In 2019, it is perfectly feasible to create machine learning tools out of your own PC. Some experts estimate that it is ten times cheaper to build a machine…
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Machine Learning for Sales Forecasting: How to tackle insufficient data issue
Online and offline retailers understand: the external environment has become overly complex and unpredictable, as the number of products gets too large to manage by hand. Therefore, retail uses algorithms to set the right prices, predict stocks and optimize other business processes. Before the beginning of predicting, the algorithm needs to be trained. Often, the…
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How to run Linear regression in Python scikit-Learn
You know that linear regression is a popular technique and you might as well seen the mathematical equation of linear regression. But do you know how to implement a linear regression in Python?? If so don’t read this post because this post is all about implementing linear regression in Python. There are several ways in which…
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6 revolutionary things to know about Machine Learning
We are stepping into an avant-garde period, powered by advances in robotics, the adoption of smart home appliances, intelligent retail stores, self-driving car technology etc. Machine leaning is at the forefront of all these new-age technological advancements. The development of automated machines which have the capability match up to or maybe even surpass the human…
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Methodologies for Utilizing Java Libraries for Machine Learning
Machine learning is an evolving field that is getting more complex every day. When I spoke with developer friends back in 2009, they mentioned that they routinely built machine learning toolkits from scratch. Things have changed considerably over the last few years. Due to the increasing complexity of machine learning algorithms, it is no…
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Top 6 Data Science, Machine Learning and AI Podcasts you must check out
Podcasts are a great way to educate yourself about a certain topic or to keep up with the latest trends in a particular area. They’re gaining more and more relevance, as the number of podcast listeners is on the rise. Currently, around 50 million Americans listen to podcasts on a weekly basis. Among topics…
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5 Free Programming and Machine Learning Books for Data Scientists
There is a lifelong learning curve for data scientists. You will learn more quickly by reading the right books and focusing on developing the right skills. The good news is that Packt has published a number of books that can help you out. Get these free Packt eBooks for beginners and advanced learners of Python,…
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Machine Learning Overview
Abstract This article describes the five primary techniques of machine learning and provides some key application summaries. Further articles give more in depth examples of application of each of these techniques. Machine learning trains models on datasets before they are deployed. The training phase can be iterative in nature and this enables models to be…