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How to start on machine learning

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First--try some of the introductory tutorial/competitions. Those get your feet wet. Then just jump head first into a competition. Try and be active on the forums. I have found that the best way to learn is just struggle with it (in most anything--I faked my way into a DB engineer once, 2 years later I was teaching the course on SQL at a Fortune 100 company--I had my share of run-ins with the Admin though--we were on a first name basis)).


Machine-Learning Solutions for Government Skytree

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Government agencies are tasked with the challenge of providing citizens with more efficient, effective, and transparent services with strict and often decreasing budgets. Government agencies can use machine learning to increase operational efficiencies by analyzing datasets, finding patterns and anomalies, and making predictions about future events. Skytree's state-of-the art machine learning software can analyze both structured and unstructured data sets in real-time to produce fast, accurate and scalable results that are up to 10,000 times faster than previous approaches. Skytree comes with a breadth of advanced machine learning methods that utilize the research available to you to make predictions with the highest accuracy available, far surpassing what's possible with basic analytics. Detect and prevent fraudulent transactions, accounts and vendors.


Can the Public Beat GM, Google and Uber on Self-Driving Cars?

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Self-driving cars are already rolling along in Pittsburgh, thanks to Uber (albeit on a small scale with humans onboard, ready to intervene), and a Wired writer gave it a shot. A bevy of companies are working to put autonomous cars on the streets, but a new announcement by Udacity at TechCrunch Disrupt SF could and should send shockwaves into the nascent industry. Udacity is best known as a titan of online education, specializing in "nanodegrees" for people interested in working in the tech sector. For 2400 and a 9-month commitment, Udacity can turn prospective students into viable experts on self-driving vehicle technology, capable enough to work with the likes of Google, Uber, and other firms working on this next step forward. Of course, new students will need a background in programming, but the course will offer the chance to master deep learning, sensor fusion, vehicle kinematics, and more subjects to enable your new Tesla drive on its own accord.


But If You Don't Learn Cursive, How Will You Read the Declaration of Independence in the Original?

Mother Jones

If pen retailers and state legislators are to be believed, cursive handwriting is facing an existential threat. Since the advent of the Common Core standards--which emphasizes keyboard skills over nicely shaped P's and Q's--it's been common knowledge for years that teachers are abandoning cursive in droves, spending classroom time instead on new technology and typing. But lately, fancy handwriting is having somewhat of a comeback. Louisiana's governor signed a law in June requiring cursive instruction all the way through grade 12. Mississippi's education department recently added script to its standards. And starting this school year, third graders in Alabama are required to write legibly in cursive under the newly passed "Lexi's Law."


A.I. Doesn't Get Black Twitter

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Approximately 8 of the 319 million people in the United States read the Wall Street Journal, about 2 percent of the population. If you look at the language -- standardized English -- being fed into many natural language processing units, it's based on the language of that 2 percent. And many machines literally use the venerable, business-focused newspaper to better understand the English language. It might seem like an obvious choice. Standardized English is taught in schools, it's used in legal documents, and it sets the basis for formal society.


Understanding Machine Learning Infographic - e-Learning Infographics

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We now live in an age where machines can teach themselves without human intervention. This perpetual self-education can produce insights that are helpful in making proper and productive decisions for us across a variety of fields, from medicine to interstellar space travel. Let's take a look at what Machine Learning is, how it works, and how it will change the world we live in. Machine learning (ML) deals with systems and algorithms that can learn from various data and make predictions. An example is predicting traffic patterns at a busy intersection--a program can run a machine learning algorithm containing data about past traffic patterns and, having "learned" previous data, it can devise better predictions of future traffic patterns.


Elon Pew Future of the Internet Survey Report: Impacts of AI, Robotics by 2025

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Internet experts and highly engaged netizens participated in answering an eight-question survey fielded by Elon University and the Pew Internet Project from late November 2013 through early January 2014. Self-driving cars, intelligent digital agents that can act for you, and robots are advancing rapidly. Will networked, automated, artificial intelligence (AI) applications and robotic devices have displaced more jobs than they have created by 2025? Describe your expectation about the degree to which robots, digital agents, and AI tools will have disrupted white collar and blue collar jobs by 2025 and the social consequences emerging from that. Among the key themes emerging from 1,896 respondents' answers were: - Advances in technology may displace certain types of work, but historically they have been a net creator of jobs. This page holds the content of the survey report, which is an organized look at respondents elaborations derived from 250 single-spaced pages of responses from ...


Adding Art to STEM

Communications of the ACM

I grew up an artsy nerdy kid, singing in choir, playing in band, as comfortable with a soldering iron, with fixing or hacking an old radio or electronic organ, as with chord progressions or improvising harmonies on the fly. In high school, I sang in every choir, played in every band, and did theater and speech. I also kept a keen and interested eye toward technology, especially music technology. My original goal in going to conservatory in 1973 was to become a band/choir teacher, double-majoring in trombone and voice, with education and techniques courses for choir and band certification. But something fateful happened; I discovered my music school had an electronic music and recording studio.


What is the future scope of Machine Learning - Education article

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Have you ever thought of a system which will read a hand written text and type it? A machine is anything that lessens human effort. The art of developing machine which does not need extensive programming is known as machine learning. Machine learning is the process of developing artificial intelligence in computers, It does make computers do the desired work without being extensively programmed and with least human efforts. It does make a use of statistical analysis and predictive analysis.


Awards.AI The Global Annual Achievement Awards for Artificial Intelligence

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The Startup company should be developing some AI or ML related product or service, either to consumer or business users. The company can be based in any country in the world. Any consumer application in the form of website or phone app that uses AI to provide the service. The application should be live and demonstrable. This can be for use with children's education, university students or self taught online training Applications of AI for the purpose of customer service, either consumer or business focused.