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Machine learning is the science of getting computers to act without being explicitly programmed. In the past decade, machine learning has given us self-driving cars, practical speech recognition, effective web search, and a vastly improved understanding of the human genome. Machine learning is so pervasive today that you probably use it dozens of times a day without knowing it. Many researchers also think it is the best way to make progress towards human-level AI. In this class, you will learn about the most effective machine learning techniques, and gain practice implementing them and getting them to work for yourself. More importantly, you'll learn about not only the theoretical underpinnings of learning, but also gain the practical know-how needed to quickly and powerfully apply these techniques to new problems. This course provides a broad introduction to machine learning, datamining, and statistical pattern recognition.

Five habits of highly successful analysts I have interacted with various successful analysts over last 7 years. During these interactions, I found out some common habits in them. After observing these habits, I have tried ways to inculcate these habits myself. Some of these habits were also emphasized by my mentors, while the others were learnt the hard way! This article lays down 5 habits I have observed in highly successful analysts and provides some of the ways in which I practice these habits. On one hand, I hope that some one should have made me aware of these habits at start of my career and the long lasting impact these could have.

machine learning in Python — scikit-learn 0.13.1 documentation "We use scikit-learn to support leading-edge basic research [...]" "I think it's the most well-designed ML package I've seen so far." "scikit-learn's ease-of-use, performance and overall variety of algorithms implemented has proved invaluable [...]." GATE Study Material for Electrical Engineering This post is a compilation of result of the survey conducted during 2009 among GATE qualified students. Students recommended books they used for GATE preparation. To learn about the use of multiple books for GATE preparations please refer to GATE study material.

RSA The RSA (Royal Society for the encouragement of Arts, Manufactures and Commerce): an enlightenment organisation committed to finding innovative and creative practical solutions to today’s social challenges. Through its ideas, research and 27,000-strong Fellowship it seeks to harness the extraordinary amount of untapped creative potential in society - by empowering people to be active participants in creating a better world. Overview of the RSA The RSA is a registered charity. We depend on support from our funders, Fellows and sponsors. Find out how you can support the RSA or explore sponsorship opportunities.

Web 2 Tools by Task Avators: Build your Wild Self - create a self portrait and learn about the animal parts incorporated into your avatar. Mikons - where people communicate through visual symbols, logos, icons, or avatars to tell a story To Hadoop or Not to Hadoop? Hadoop is very popular, but is not a solution for all Big Data cases. Here are the questions to ask to determine if Hadoop is right for your problem. Guest blog By Anand Krishnaswamy, ThoughtWorks, Oct 4, 2013. Hadoop is often positioned as the one framework your organization needs to solve nearly all your problems. Mention "Big Data" or "Analytics" and pat comes the reply: Hadoop! Hadoop, however, was purpose-built for a clear set of problems; for others it is, at best, a poor fit or, even worse, a mistake.

Five Minutes With... on science and atheist beliefs on pessimism, drugs and "everythingitis" 'You could do worse than chips for breakfast' on tears, the heptathlon and Rio followed around by penguin jokes Broadcaster on cancer, talking fast and not loving football on wealth, work and breaking records 'I could have done anything' on the difficulty of making his wife laugh 'Love and death': Singer's morbid fascinations 'Out of control' on journey through history Why being a woman is "frequently hilarious" Are his lyrics sexist? Artist 'cares what people think' on death, being good and the point of life Confessions of a wrestler: 'I got really scared' on facing the full force of Malcolm Tucker Cookie Monster, Elmo, Big Bird, Grover and Oscar the Grouch

FM 100 Hue Test Are you among the 1 in 255 women and 1 in 12 men who have some form of color vision deficiency? If you work in a field where color is important, or you’re just curious about your color IQ, take our online challenge to find out. Based on the Farnsworth Munsell 100 Hue Test, this online challenge is a fun, quick way to understand your color vision acuity.

Busting 10 myths about Hadoop Although Hadoop and related technologies have been with us for more than five years now, most BI professionals and their business counterparts still harbor a few misconceptions that need to be corrected about Hadoop and related technologies such as MapReduce. The following list of 10 facts will clarify what Hadoop is and does relative to BI/DW, as well as in which business and technology situations Hadoop-based business intelligence (BI), data warehousing (DW), data integration (DI), and analytics can be useful. Fact No. 1: Hadoop consists of multiple products Data Mining Survivor: - dmsurvivor The procedures and applications presented in this book have been included for their instructional value. They have been tested but are the author offer any warranties or representations, nor do they accept any liabilities with respect to the programs and applications. The book, as you see it presently, is a work in progress, and different sections are progressed depending on feedback. Please send comments, suggestions, updates, and criticisms to I hope you find it useful!

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