Essentials of Machine Learning Algorithms (with Python and R Codes)


Google's self-driving cars and robots get a lot of press, but the company's real future is in machine learning, the technology that enables computers to get smarter and more personal. We are probably living in the most defining period of human history. The period when computing moved from large mainframes to PCs to cloud. But what makes it defining is not what has happened, but what is coming our way in years to come. What makes this period exciting for some one like me is the democratization of the tools and techniques, which followed the boost in computing.

How robotics, artificial intelligence can change healthcare sector


Robotics surgeries may currently be an expensive proposition for hospitals, but robots and artificial intelligence will certainly play a major role in the healthcare sector in the future. Several startups such as DiFacto Robotics, SigTuple and Aindra are working to bring new technologies to reality in India. A group of top executives from hospital chains, investment firms and startups discussed the future of healthcare at the News Corp VCCircle Healthcare Investment Summit, held in Mumbai recently. Sign up for our daily newsletter to get our top reports & videos.

Exclusive: China's SenseTime Plans IPO, Aims to Open R&D Center in U.S.


Chinese artificial intelligence start-up SenseTime Group is planning an initial public offering (IPO) and aims to open a research and development (R&D) center in the United States as early as next year, its founder told Reuters in an interview. The Hong Kong and Beijing-based deep learning company founded by Tang Xiaoou, a professor at the Chinese University of Hong Kong, is a leader among Chinese AI start-ups that are enjoying fast growth thanks to demand from the government and private sector for their facial recognition technology.[nL4N1N72PS]

Robots May Make Radiologists' Jobs Easier, Not Redundant

Wall Street Journal

In fact, they ought to be relieved: AI is more likely to make their jobs easier than redundant. Machine learning, the latest iteration of AI, can sift through that data and spot patterns humans might miss. But machines don't know what to do with that information--at least not yet. In recent decades, the volume of medical images has skyrocketed, reflecting growing patient loads, more types of scans and the number of images each exam produces. CT scans that once captured one dimension of the body can now capture all three, generating hundreds or even thousands of highly detailed images.

Black Friday Amazon deals: Price drops for Echos, Kindles and Fire tablets


When the cheapest Kindle e-reader drops to $50, it's difficult to resist snagging one on an impulse buy. Appealing to our most reptilian consumer instincts is just how Amazon rolls, and--right on schedule--the retail behemoth-cum-hardware manufacturer is dropping prices across its product lines. Here are all the Black Friday deals for the Amazon Echo, Kindle, and Fire tablet lines. We're also including links to our own coverage of the price-dropped devices (many of which are best in their categories, the Amazon pedigree notwithstanding). Amazon says these deals will end at the stroke of midnight on Monday, Nov. 27.

5th Annual RavenPack Research Symposium: The Big Data & Machine Learning Revolution, New York 2017


RavenPack's prestigious annual event has experienced growing interest, with attendance exceeding 260 buy-side professionals. Word on the street is RavenPack's research symposium is a "must attend event" for quantitative investors and financial professionals that are serious about Big Data. An excellent set of senior finance professionals shared their latest research and experience with big data and machine learning.

Six gadgets that work with your smart speaker to automate your home

Popular Science

Dozens of gizmos will work with one or both of these speakers, and third-party manufacturers continue to bring out additional ones. If you'd like to see all of your options, Google has made a list of Home-compatible devices and Amazon has collected the Echo-compatible ones. With so much smart tech out there, it can be hard to figure out which device to buy first. So we collected six of our favorite gadgets for smartening up your home. Google's dinky streaming dongle works like a charm with Google Home.

In 1964, Popular Science answered 'stupid' questions about what you eat

Popular Science

In vegetables, for instance, important nutrients are stored in cells with walls of cellulose, a substance you can't digest. Don't throw away the water in which you boil the vegetables. It holds up to 50 percent of the minerals. Carrots are an excellent source of vitamin A, an important factor for night vision. If you suffer from night blindness due to a deficiency in vitamin A, carrots will help.



DLTK is a neural networks toolkit written in python, on top of TensorFlow. It is developed to enable fast prototyping with a low entry threshold and ensure reproducibility in image analysis applications, with a particular focus on medical imaging. Its goal is to provide the community with state of the art methods and models and to accelerate research in this exciting field. If you use any application from the DLTK Model Zoo, additionally refer to the respective Setup a virtual environment and activate it.

3 Ways Machine Learning Will Transform Finance


At home, it helps power personalized shopping apps, suggests personalized entertainment experiences, manages and monitors self-driving cars, supports virtual assistants, and improves navigation. At the office, it helps businesses develop the next best offer, recruit top-notch candidates, detect fraud, automate supply chains, and boost data center efficiency. Yet, corporate finance leaders are asking deeper questions which require more advanced analytics systems. "Why can you ask your mobile phone for directions to find the nearest restaurant but you can't ask your system how revenues are trending in Italy?" Oracle Vice President of Product Strategy for Big Data Analytics, Rich Clayton said during a recent Financial Executives International (FEI) webcast. "Why is that your systems don't understand your processes?