Having played a central role at the inception of artificial intelligence research, machine learning has recently reemerged as a major area of study at the very core of the subject. Solid theoretical foundations are being constructed. Machine learning methods are being integrated with powerful performance systems, and practical applications; based on established techniques are emerging.Machine Learning unifies the field by bringing together and clearly explaining the major successful paradigms for machine learning: inductive approaches, explanation-based learning, genetic algorithms, and connectionist learning methods. Each paradigm is presented in depth, providing historical perspective but focusing on current research and potential applications.

Enes Bilgin works as a Principal AI Engineer and a Tech Lead at Microsoft's Autonomous Systems division, focusing on Project Bonsai. He is a machine learning and operations research practitioner and researcher and the author of a recent book "Mastering Reinforcement Learning with Python." He holds an M.S. and a Ph.D. in Systems Engineering from Boston University and a B.S. in Industrial Engineering from Bilkent University. In the past, he worked as a Research Scientist at Amazon and as an Operations Research Scientist at AMD. He also held adjunct faculty positions at the McCombs School of Business at the University of Texas at Austin and at the Ingram School of Engineering at Texas State University.

You'll learn not only theory, but also dive into code samples and example projects with TensorFlow.js. Using these skills and your knowledge as a web developer, you'll add a whole new field of development to your tool set. This will give you a more concrete understanding of the possibilities offered by machine learning. Discover how ML will impact the future of not just programming in general, but web development specifically.

After 48 full hours, Amazon Prime Day 2022 is officially over. We hope you were able to find useful discounts among the Kindles, Echo Dots, Stasher bags, LifeStraws, and other great deals we found sifting through Amazon. If you missed out, fear not, a few great deals remain--at least for now. Below are the best remaining deals from all of our Prime Day 2022 coverage. Special offer for Gear readers: Get a 1-Year Subscription to WIRED for $5 ($25 off). This includes unlimited access to WIRED.com and our print magazine (if you'd like). Subscriptions help fund the work we do every day. If you buy something using links in our stories, we may earn a commission. This helps support our journalism. We like Google's Pixel 6 Pro (9/10, WIRED Recommends) because it has a spectacular camera system, with a great 4X optical zoom, a sharp 120-Hz screen refresh rate with an AMOLED panel, and plenty of useful smart software features powered by Google's Tensor processor. Oh, and a battery that generally lasts a full day.

Amazon Prime Day promises hundreds of thousands of deals, but not everyone has been saving all year for a big-ticket purchase. Beneath the noise, there are some great finds on deals under $50. We've rounded up some of our favorite items on sale, from smart home products to books and board games. The WIRED Gear team tests products year-round and sorted through hundreds of thousands of deals by hand to make these picks. Crossed-out products are out of stock or no longer discounted. Our Amazon Prime Day coverage page has the latest stories, and our Prime Day Shopping Tips will help you avoid bad deals. You can also get a 1-Year Subscription to WIRED for $5 here. We've also updated prices and links where necessary. If you buy something using links in our stories, we may earn a commission. This helps support our journalism. Click the coupon button to see the discount at checkout. If you frequently get packages, a box cutter is a good idea. We love this model because its ceramic blade won't cut you. It's large, but that just makes it easier (and safer) to wield. If you spend at least $50 on food and beverages from Target, choose free same-day pickup or delivery to snag a free $10 gift card.

Shopping for a new way to enjoy your favorite music, podcasts, or TV shows? Below you'll find the best headphones and speakers we've seen on sale this Prime Day, which ends in a few hours (11:59 pm PT, to be exact). Be sure to check out our guides to the Best Wireless Headphones, Best Noise-Canceling Headphones, Best Workout Headphones, and Best Bluetooth Speakers for more information about what's hot right now. The WIRED Gear team tests products year-round. We sorted through hundreds of thousands of deals by hand to make these picks.

In 1969, John McCarthy and Pat Hayes uncovered a problem that has haunted the field of artificial intelligence ever since―the frame problem. The problem arises when logic is used to describe the effects of actions and events. Put simply, it is the problem of representing what remains unchanged as a result of an action or event. Many researchers in artificial intelligence believe that its solution is vital to the realization of the field's goals. Solving the Frame Problem presents the various approaches to the frame problem that have been proposed over the years.

Amazon Prime Day is here. The mega-retailer's two-day sales event for Prime subscribers is in full swing, and there are plenty of deals on some of our favorite gear and gadgets, from Alexa-enabled speakers to robot vacs to laptops and tablets. The WIRED Gear team tests products year-round. We sorted through hundreds of thousands of deals by hand to make these picks. Crossed out products are out of stock or no longer discounted. Our Amazon Prime Day coverage page has the latest stories, and our Prime Day Shopping Tips will help you avoid bad deals. You can also get a 1-year subscription to WIRED for $5 here. Updated July 13: We've added five new deals, including JackRabbit eBike, Apollo City 2022 electric scooter, and more. We've also shifted a few sections around to highlight new deals, removed a number of expired deals, and updated prices and links throughout. If you buy something using links in our stories, we may earn a commission. This helps support our journalism. We've got a separate roundup of more great home and kitchen deals right here. There are blenders, and then there are Vitamix blenders. I was skeptical, but like my fellow Gear reviewer Joe Ray, the Vitamix made me a blender person. A blender is, essentially, just a blade atop a motor.

Amazon Prime Day promises hundreds of thousands of deals, but not everyone has been saving all year for a big-ticket purchase. Beneath the noise, there are some great finds on deals under $50. We've rounded up some of our favorite items on sale, from smart home products to books and board games. The WIRED Gear team tests products year-round and sorted through hundreds of thousands of deals by hand to make these picks. Crossed-out products are out of stock or no longer discounted. Our Amazon Prime Day coverage page has the latest stories, and our Prime Day Shopping Tips will help you avoid bad deals. You can also get a 1-Year Subscription to WIRED for $5 here. We've also updated prices and links where necessary. If you buy something using links in our stories, we may earn a commission. This helps support our journalism. Click the coupon button to see the discount at checkout. If you frequently get packages, a box cutter is a good idea. We love this model because its ceramic blade won't cut you. It's large, but that just makes it easier (and safer) to wield.

Amazon Prime Day promises hundreds of thousands of deals, but not everyone has been saving all year for a big-ticket purchase. Beneath the noise, there are some great finds on deals under $50. We've rounded up some of our favorite items on sale, from smart home products to books and board games. The WIRED Gear team tests products year-round and sorted through hundreds of thousands of deals by hand to make these picks. Crossed out products are out of stock or no longer discounted. Our Amazon Prime Day coverage page has the latest stories, and our Prime Day Shopping Tips will help you avoid bad deals. You can also get a 1-Year Subscription to WIRED for $5 here. We've also updated prices and links where necessary. If you buy something using links in our stories, we may earn a commission. This helps support our journalism. Stasher bags are the easiest way to replace single-use plastic baggies. This bundle comes with six bags in sandwich and snack sizes. A four-pack is also discounted to $38 ($14) and comes with two sandwich bags, a snack size, and a half-gallon. If you need one or two specific sizes, single options are all on sale too: Stand-Up Mega for $22 ($8 off), Mid for $15 ($7 off), and Mini for $13 ($5 off); 1/2 Gallon for $15 ($7 off), Go Bag for $14 ($6 off), Pocket for $10 ($4 off), Sandwich for $9 ($4 off) and Snack for $7 ($3 off).