![]() Your team will also know about forklift driver certification requirements. This training program helps satisfy the forklift operator training requirements under OSHA’s Powered Industrial Trucks Standard (1910.178(l)). Although this seems like a simple task, forklifts can cause serious injury or death if they are misused or if the operator isn’t properly trained on how to use the equipment safely. If all your workers are aware of the safety rules, the possibilities of accidents and fatalities will be greatly reduced.Ĭreated by Vivid Learning Systems Explore the courseĪ forklift is a powered, mechanical device that is used to move or lift loads. This course can be used to train not only your forklift operators, but also the rest of your personnel who will be working near the forklifts. In this course, you’ll learn the fundamentals of operating a forklift, stability and capacity, and load handling. A lot of forklifts are set up like your basic automobile, with a steering wheel, a foot pedal to accelerate, and four wheels. Forklift accidents are expensive, with serious injuries or fatalities, and damage to goods and machines, which is why forklift operator safety training is crucial to any workplace environment. ![]() ![]() OSHA estimates that over 1 million forklifts are used in workplaces across America which shows how crucial forklift operator training is to worker safety. Vivid Learning Systems, Forklift Operatorįorklift mishaps or accidents rank in the top 10 of all OSHA citations. Special rates may be available for large classes of company attendees, training done at customer site, or frequent users of our safety training program(s).įor more information on operator safety training, e-mail Drivers Training Request in the subject line or call Dale Bostian (901)795-7230 Ext. The standard OSHA compliant training is $1,175 for the initial trainer and $400 per additional trainer. Training materials included (sit-down counterbalanced forklift):īlank operator’s permit (with instructions) This section of the training includes a demonstration of the operator’s daily checklist, an obstacle course demonstration, and an explanation of the operator evaluation form. The new OSHA standard states, “All operator training and evaluation shall be conducted by persons who have the knowledge, training, and experience to train powered industrial truck operators and evaluate their competence”. At this time we only offer classes for students who read and write English.Įxcept by special arrangement (such as conducted at customer site), all operator safety training classes will be held at Delta Materials Handling Memphis facility. Through formal classroom instruction and practical hands-on-training attendees will learn all phases of forklift operations, proper safety guidelines and course training methods.Īll classes will be held at the Delta Materials Handling facility in Memphis, TN. The purpose of the Train The Trainer class is to train one or more of your employees to become operator safety trainers at your facility. Training is by appointment only on Monday, Thursday or Friday. To register for training, fill out the following form: Special rates may be available for large classes of company attendees, training done at customer site or frequent users.Įxcept by special arrangement (such as conducted at customer site), all operator safety training classes will be held at Delta Materials Handling Memphis facility each Tuesday. ![]() ![]() The standard OSHA compliant training is $125 per person. This section of the training includes a demonstration of the operator’s daily checklist, obstacle course demonstrations performed by the instructor, obstacle course exercises performed by the trainee and a written evaluation of the operator by the instructor.Ĭopy of obstacle course evaluation blank operator’s permit (with instructions) This classroom section of the training includes a lecture by a knowledgeable, trained and experienced instructor, discussion, a PowerPoint computer presentation, a video presentation, written material and a fifty-question examination. The final phase of training, evaluation of the operator's performance in the workplace, is the responsibility of the employer. Delta Materials Handling can assist you with the first two phases, formal instruction and practical training, mandated by OSHA. Operators will learn how to recognize and avoid situations which could lead to product damage and /or personal injury. Training is held every Tuesday from 8:30 AM – 1:30 PM at 4676 Clarke Road Memphis, TN 38141. ![]()
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![]() MATLAB can be installed locally on a PC with internet connectivity, for purposes of license authentication. While MATLAB is capable of interfacing with a variety of other programming languages and development platforms, its dashboard output lacks finesse-an ideal use case for Tableau/MATLAB integration. MATLAB is also a strong environment for signal plotting, image processing, computational biology, and financial modeling, among other sectors. These two elements, the native CSV import and the R-calculated linear regression fit, are dragged into Tableau to exploit R's superior analytical capabilities.Ĭonceived back in the 1960s, the MATLAB programming language is even more venerable than R, and has since developed into a proprietary platform specializing in matrix manipulations, function plotting, and algorithm development. Next, the user is creating a linear regression-fitted visualization on the imported CSV data via R. With the same CSV file also imported into Tableau Desktop, and with the RServe connection already established, one of the four core R functions native in Tableau is called. ![]() In the below example, a CSV dataset is imported into RStudio and parametrized into a cluster map. With integration complete, it’s now possible to import R data in Tableau. Tableau Desktop and Tableau Server need to be connected to a local install of the Rserve binary server for R. For the purposes of Tableau, however, the most efficient integration comes via a local service that's easy to set up. Like Python, R integrates well with Jupyter notebooks. Tableau has native support for R in the desktop and server environments, via four scripting functions: This, in turn, has led to a greater global scientific focus on pure statistical analysis and theory. Though Python has won a vanguard position in data science in the last ten years, R's focus on data science analysis-which, among other factors, makes it easier to learn-has boosted its popularity since the outbreak of COVID-19. R specializes in clustering, time series analysis, linear and non-linear modeling and statistical tests. R is an open-source statistical computing language that has recently begun to rise from its 1970s roots into one of the most popular platforms for data science. ![]() In this article, we'll take a look at some of the most popular ways that data science can be made explicable, explorable, and appealing through Tableau development. ![]() However, it's now possible to interact directly with neural networks and machine learning models directly in the Tableau business data visualization suite, and to apply a superior layer of styling whilst exploring live data with a high level of interactivity and responsiveness. Nonetheless, the new ascendance of Python and R has not been matched by improvements in the most popular third-party visualization, mapping and data exploration libraries, such as Matplotlib, ggplot2, and Seaborn, whose workmanlike output caters more to the internal needs of the academic and commercial research community than to the boardroom pitch, or the expectations of licensed analytics dashboard clients. ![]() In the ten years since machine learning adopted GPU acceleration, lower-level languages such as Python and R have come to the forefront of the analytics scene, reversing an earlier trend in business intelligence implementation towards simplification, 'flat' databases, unified exchange formats and 'user-friendly' data exploration platforms. ![]() ![]() ![]() You can also use this tool to resize animated WebP, APNG, FLIF, and MNG files without losing animation, and any other common image type. If you want to make sure your GIF is high quality, you can use the online image converter Kapwing offers for free. Keep in mind: the quality of your image will be adjusted during the conversion process. You can select the action to perform if the aspect ratio of the source image and your chosen size does not match - center and crop the image, stretch the image to fit, or force the original aspect ratio. How do I turn an image into a GIF Use a media file converter (or an image to GIF converter, specifically) to turn an image into a GIF. Gifsicle is usually the fastest tool and produces smaller files, but is designed for speed, not quality. ![]() Try different resize methods if you are not satisfied with the result. Some gifs may need the "coalesce" option (which removes all optimizations from frames) if other methods fail and the output image is flickering or has strange artifacts, but it may significantly increase file size and is very slow. ![]() Convert helps you convert multiple image formats into videos. GIF animation resizing is sometimes tricky, and you will probably have to choose between a smaller file size or image quality. Convert is the newest, easy-and-sleek way to adapt your photos to the best formats for sharing. For more advanced options (changing frame order, speed, etc.) you can upload your webp files directly to our GIF maker. Useful when you need to reduce GIF size or fit the image in specific dimensions. A simple online tool that lets you upload and convert WebP to GIF images (including animated ones) with a single click, instantly and for free. $ convert foo.png -crop 640x480+50+100 out.pngįor i in *.png do convert "$i" -crop 1920x248+0+400 "$-cropped.Ezgif's online image resizer will resize, crop, or flip animated gifs and other images, with the same quality and speed as professional software, without the need to buy and install anything. To write the cropped image to a new file: If you want the crop rectangle to start at top corner X: 50 Y: 100 and the crop rectangle to be of size W: 640 H:480, then use the command: -layers OptimizeTransparency tells ImageMagick to replace portions of each frame that are identical to the corresponding parts of the preceding frame with transparency, saving on file size.Ĭonvert -fuzz 1% -delay 10 -loop 0 *.png -coalesce -layers OptimizeTransparency animation.gifĬonvert script_k.gif -coalesce -duplicate 1,-2-1 -quiet -layers OptimizePlus -loop 0 patrol_cycle.gifĬonvert -resize '1920x350!' -delay 5 -loop 0 *.png hv.gifĬonvert -fuzz 3% -resize '1920x350!' -delay 5 -loop 0 -coalesce -layers OptimizeTransparency *.png an.gifĬonvert -filter Triangle -define filter:support=2 -thumbnail 1920 -delay 5 -loop 0 -unsharp 0.25x0.08+8.3+0.045 -dither None -posterize 136 -quality 82 -define jpeg:fancy-upsampling=off -define png:compression-filter=5 -define png:compression-level=9 -define png:compression-strategy=1 -define png:exclude-chunk=all -interlace none -colorspace sRGB *.png output.gifĪnother version with less color informationĬonvert -filter Triangle -define filter:support=2 -thumbnail 1920 -delay 5 -loop 0 -unsharp 0.25x0.08+8.3+0.045 -dither None -posterize 136 -quality 82 -define jpeg:fancy-upsampling=off -define png:compression-filter=5 -define png:compression-level=9 -define png:compression-strategy=1 -define png:exclude-chunk=all -interlace none -colorspace sRGB -colors 32 -ordered-dither o8x8,8,8,8,4 +map *.png output.gif convert GIF into movie by extracting frames and recompilingĬonverting image sequence in QuickTime 7 worked more effectively than the above commandĬonvert -coalesce animation.gif target.png Cropping / Batch Crop.-delay 1x8 says that the animation should play a frame every 1/8 of a second.-fuzz tells ImageMagick to treat pixels whose color values differ by less than 1% as the same color, giving the OptimizeTransparency action more pixels to chop away.-f image2 selects the output format, a series of still images - make sure there are leading zeros in filename.Ĭonvert *.png -resize 70% newname%02d.png Convert mutliple filetype(s) into animated gifĬonvert -fuzz 1% -delay 1x8 *.png -coalesce -layers OptimizeTransparency animation.gif. ![]() -s 480x270 tells FFmpeg to resize the video output to 480 by 270 pixels.-t 5 says how much I want FFmpeg to decode, using the same duration syntax as for -ss. is a popular free online tool that helps you create animated gifs online freely and easily, no.-ss 14:55 gives the timestamp where I want FFmpeg to start, as a duration string.Brew install ImageMagick Pull specific region of frames from video file w/ ffmpegįfmpeg -ss 14:55 -i video.mkv -t 5 -s 480x270 -f image2 %04d.png ![]() ![]() ![]() A call would go out on the forums, and we would do our best to populate it with people we gamed with, or with brand new faces. Unfortunately, the TeamPlayerGaming server has been gone for many years now, but in the time when it was up, we played nearly every night. They were immediately welcoming, which is always a plus, but the sense of friendship that was always present was unlike anything I’d ever experienced in a first-person shooter before. There was one in particular that I ran into while on the search for a populated server with a decent ping, and the server I landed on was run by some folks from Texas called TeamPlayerGaming. There weren’t a ton of servers, but the community-ran servers that did exist were all wonderful. This spawned a love for Valve’s games that has continued to today, which led me to buy Day of Defeat: Source on the Steam sale. I had bought a new PC and finally got around to playing Half-Life 2, as well as Left 4 Dead. ![]() I bought the game right around Christmas 2008. Maps were entirely in the European theater of the war, dropping the player into places such as Italy and France. Players would play on either the Allied or Axis sides and were tasked with capturing points on a map, or defending objectives while the other team was out to destroy them. And in September of 2005, Day of Defeat: Source was released.Īlthough it never reached the heights of Counter-Strike: Source in terms of player count, Day of Defeat: Source is an incredible game! The game takes place in World War II, which was super common at the time, but rather than focusing on a single-player campaign, the game was designed entirely around the multiplayer component, much like its brother series in Counter-Strike. Seven months later, Valve would release Half-Life 2, which would eventually bring to life updated versions of what were originally Half-Life mods with Counter-Strike: Source – which was initially bundled in with Half-Life 2. ![]() The game brought a new engine with it in the form of the Source engine, an evolution of the GoldSrc engine, which was Valve’s previous proprietary engine. In June of 2004, the original Half-Life was released as Half-Life: Source. With nearly 20 years between 2004 and now, it’s wild to think back on the golden era of first-person shooters that was about to begin. ![]() ![]() ![]() I’m sure I’ll still come to Moscow to write an article or two, but my life will henceforth flow on the shores of the Chezapik Bay. I will have a new job and new colleagues. I did not know that I would fall in love.Īfter the 14 hour flight with a transfer in Zurich, I will land at Dulles International Airport and start my life in Washington, DC. ![]() I did not think that I would see what I saw, I did not expect to write as much as I wrote, and certainly I had no idea that it would be so difficult to leave this place. ![]() I did not suspect that I would interview people I had a chance to talk with, I didn’t think that I could speak real, competent, adult Russian so well that they would invite me to local television. I did not expect to stay here for so long, and certainly did not expect that these 3 years would turn me into a real, living journalist (the doctor’s career was absolutely unrealistic backup plan). In this period, I managed to spend half my childhood here, then my whole life in America, where I received a scholarship, which was September 12, 2009, and brought me to Moscow for 9 months. Blogging for New Republic she wrote what attracted her Russian capital and what she would never miss.Ĥ September 2012, I will leave Moscow, not having reached several weeks before 30 from the day I was born here. She returned to her homeland in 2009 and worked in Moscow for several years. Julia Ioffe, a correspondent for The New Yorker and Foreign Policy magazines, was born in Moscow, but spent most of her life in America. ![]() ![]() ![]() Giant carabineros prawns, more salted cod (chewy and intense) and a stunning Txuleton black angus forerib. He has launched Joia, a spectacular spot at the Art’otel at the Battersea Power Station, where he offers a whistle stop tour through Lisbon. Henrique Sá Pessoa is riding the wave of Lisbon’s popularity with his new London restaurant. The rooftop at the Les Lumiares hotel, with the district of Chiado, Lisbon, in the distance A suckling pig confit with turnip top puree, picked onions and black pepper was the sort of audacious flavour mash-up de Passoa pulls off with unshatterable confidence. Foie gras was served in hearty chunks with apple, granola, beetroot and coffee, then salted cod – de Passoa’s speciality and a Lisbon classic – with coriander, brandade and kale. ![]() Each of the dishes boldly provoked conversations about flavour and gave me a true taste of why Lisbon is so ground-breaking right now for gastronomes. I cancelled my afternoon plans, as you do when lunch takes four hours. If a chapel had been cleaned out to get rid of the mustiness then somehow turned into an inexplicably chic restaurant.Ī chorus line of intriguing pre-menu dishes arrived, each one offering a different story about provenance and flavour. This old storage area for the Bertrand bookstore next door, the world’s oldest bookstore, is so stately that it feels like I’m dining in a chapel. Eventually I’m let into a cavernous old room, the mix of air conditioning and stone walls making it ten degrees cooler in here than in the unforgiving heat outside. I have arrived in Lisbon’s “little stretch of San Sebastian,” as one local puts it.Īt Alma, I’m greeted by a closed double-height door, so I press the buzzer and wait out an unnerving pause. To get out of the way of the crowds I dip down the Rue Anchieta and go along an anonymous-looking road that houses Lisbon’s only twice-Michelin-starred restaurants, Alma and Belcanto. ![]() In the balmy early-summer it’s so popular here that I overhear English spoken as much as Portuguese. Here, thousands of weekend trippers wander glaze-eyed between bakeries, diligently taking photos of their custard tarts. In Chiado, Lisbon’s grown-up post code, elegant boulevards lead to smart promenades along the water. Henrique Sá Pessoa in the kitchen at Alma in the Chiado district of Lisbon I wanted some tips, so following the opening of the Joia Portuguese restaurant in London, I had taken the opportunity to go to Lisbon to meet its famous head chef Henrique Sá Pessoa, the ‘Jamie Oliver of Portugal,’ to discover the places locals love, and the places that inspire Sá Pessoa’s London menu. ![]() ![]() ![]() Its opening at the back allows you to easily gather and organize all wires. ![]() It comes in a black-brown color which is multipurpose, and you can place your TV along with other essential accessories. This is arguably one of the most popular IKEA TV stands it currently gained its popularity due to the fact that it is durable and very stylish hence makes the living room to look beautiful. IKEA white cabinet TV Stand Multi-Use LockableĪ List of Top Best TV Stands by IKEA IKEA bench stand unit.IKEA Expedit Center TV stands up to 55’’Flat screen TVs.If you’re interested in the IKEA Hemnes TV stand, it’s important to determine whether you need just a stand or one with storage options. It has two open shelves and one closed compartment, and it can be wall-mounted or placed on the floor. It has two open shelves and two closed compartments, and it can be customized with legs or a shelf to create the perfect look for your space.įÖRHÖJA: This TV stand is made from high-quality materials and has a sleek, modern design. HEMNES: This classic TV stand is made from solid wood and has a rustic, Scandinavian look. It has open shelves for storing games, movies, and other media, as well as closed compartments for hiding clutter. Set a budget before you start shopping so that you don’t overspend.īESTÅ: This is a versatile TV stand that comes in a variety of sizes and styles to fit any room. Price: IKEA TV stands range in price from around $50 to $500. If you need extra storage space, consider a stand with these features. Choose a material that is durable and that will complement the décor of your room.įeatures: Some IKEA TV stands have built-in storage, such as drawers or shelves. Materials: IKEA TV stands are made from a variety of materials, including wood, metal, and MDF. IKEA offers a variety of styles to choose from, including traditional, modern, and Scandinavian. ![]() Style: Choose a TV stand that matches the style of your room. Size: Make sure to measure the space where you plan to put your TV stand and choose a stand that is the right size. The IKEA white cabinet TV stand is highly recommended for its functionality and design.įactors to consider when choosing an IKEA TV stand: For affordable and stylish options, consider IKEA. A TV stand should provide comfort, so ensure the screen is at eye level. When purchasing a TV stand, it’s important to consider factors such as viewing height and style. ![]() ![]() Roadblock and his comrades defend the world from Cobra, a ruthless criminal organization bent on total domination. Roadblock grew up with a large extended family, but was shy despite being a Boy Scout. Birthplace: Biloxi, Mississippi Primary Specialty: Infantry Heavy Weapons Secondary Specialty: Cook. Roadblock is also known known for his preference for talking in rhyme as. Hinton who was the original cook and heavy machine gunner of the G.I Joe series. The heavy weapons specialist can endure the recoil of a machine gun and turn your K-rations into a feast. Joe is as a heavy machine gunner and his secondary function is as a cook. Kene Holliday (in 2 titles) Kevin Michael Richardson (in 2 titles) Total Actors: 11. One of the most amiable members of the Joe Team, Roadblock doubles as a Staff Sergeant and a gourmet chef. Joe 18 appearances Roadblock last edited by ScottyHawkeye on 10/04/21 03:57PM View full history Background Roadblock. Within the heart of a man lies the desire to become a gourmet chef. Joe: America's Elite 33 appearances Classic G.I. The master marksman totes an impressive artillery, complete with a modified machine gun with detachable tripod that can be stored in his wearable ammo pack, modified light machine gun, multiple hand grenades, and more. Joe character from the A Real American Hero and G.I. Roadblock features three head portraits – a triumphant grin, a teeth-gritting scowl, and an angry glare. Switch up his look with the included tactical vest with knife sheath or chest harness. He was working as a bouncer to earn money to attend the Escoffier School in France when an army recruiter convinced him that the army could train him to be a chef. ![]() ![]() Roadblock joined but found army menus and preparation techniques too appalling. Bio: Roadblock wanted to be a gourmet chef. He was working as a bouncer to earn money to attend the Escoffier School in France when an army recruiter convinced him that the army could train him. The One:12 Collective Roadblock is battle-ready, outfitted in a tank top, cargo pants with thigh holsters, combat kneecaps, and combat boots. Roadblocks dream was to be a gourmet chef. Joe, #Hasbro, #Toy NewsĮnter Roadblock, the heavy machine gunner and latest addition to the One:12 Collective! ![]() ![]() ![]() House of Cards, Netflix’s first homegrown original series and the first streaming series to land major Emmy nominations, hails from studio MRC, which also is behind Netflix’s Ozark.Ĭreated by Beau Willimon based on the British miniseries, House of Cards is executive produced by Melissa James Gibson, Frank Pugliese, Robin Wright, David Fincher, Joshua Donen, Dana Brunetti, Eric Roth, Michael Dobbs and Andrew Davies. and is the story of Frank Underwood (Kevin Spacey), an amoral politician and Democrat from South Carolinas 5th. Derek Cecil, Kevin Spacey, Michael Kelly, Neve Campbell, Elizabeth Marvel, Sebastian Arcelus, Hameed Shaukat, Robin Wright, Nathan Darrow, Boris MaldenDerek. Netflix is yet to release a trailer or give an official air date. In addition to Golden Globe winner and Emmy nominee Wright, Lane and Kinnear will join House of Cards cast members Michael Kelly, Jayne Atkinson, Patricia Clarkson, Constance Zimmer, Derek Cecil, Campbell Scott and Boris McGiver. House of Cards is set in Washington, D.C. The House of Cards Season 5 release date is expected to follow the schedule of all four previous seasons and air around February or March of 2017. Amid shifting alliances, unsolved murders, open wounds, and hard-earned respect, Dutton family patriarch John Dutton (Kevin Costner) is determined to. 4, Netflix Chief Content Officer Ted Sarandos said the show will start production on an abbreviated, eight-episode final season in mid-January, with Robin Wright in the lead. The hiatus was extended by two weeks, through December 8. Originally a possible post-Thanksgiving production restart was targeted while the writers reworked the scripts to exclude Spacey’s murderous and now ex-President Frank Underwood as Netflix stated that it will “not be involved with any further production of House of Cards that includes Kevin Spacey.” On February 10, Ellen Burstyn and Cicely Tyson were announced as cast members in conjunction with the release of the first trailer for the season. In February 2016, Joel Kinnaman was announced as having a recurring role. Chapter 53 8.2 (3,686) Rate As congress debates investigating Frank, he and Claire attempt to stoke fear of terrorism. ![]() In September 2015, Colm Feore was announced as having a recurring role. Netflix swiftly announced that Season 6 will be HoC‘s final one and suspended production of the show on October 31. On July 1, 2015, Neve Campbell was announced as having been cast for season 4. House of Cards was in production on the second episode of its 13-episode Season 6 order when the first allegations of sexual misconduct against Spacey surfaced. Details about Lane and Kinnear’s characters are not revealed beyond the fact that they will be playing siblings. ![]() ![]() ![]() Supervised learning, also known as supervised machine learning, is defined by its use of labeled datasets to train algorithms to classify data or predict outcomes accurately. Machine learning models fall into three primary categories. Neural Networks: What’s the Difference?” for a closer look at how the different concepts relate. A neural network that only has three layers is just a basic neural network.ĭeep learning and neural networks are credited with accelerating progress in areas such as computer vision, natural language processing, and speech recognition. A neural network that consists of more than three layers-which would be inclusive of the input and the output-can be considered a deep learning algorithm or a deep neural network. The “deep” in deep learning is just referring to the number of layers in a neural network. Otherwise, no data is passed along to the next layer of the network by that node. If the output of any individual node is above the specified threshold value, that node is activated, sending data to the next layer of the network. Each node, or artificial neuron, connects to another and has an associated weight and threshold. Neural networks, or artificial neural networks (ANNs), are comprised of node layers, containing an input layer, one or more hidden layers, and an output layer. Human experts determine the set of features to understand the differences between data inputs, usually requiring more structured data to learn. You can think of deep learning as "scalable machine learning" as Lex Fridman notes in this MIT lecture (01:08:05) (link resides outside IBM).Ĭlassical, or "non-deep", machine learning is more dependent on human intervention to learn. This eliminates some of the human intervention required and enables the use of larger data sets. Deep learning can ingest unstructured data in its raw form (e.g., text or images), and it can automatically determine the set of features which distinguish different categories of data from one another. "Deep" machine learning can use labeled datasets, also known as supervised learning, to inform its algorithm, but it doesn’t necessarily require a labeled dataset. The way in which deep learning and machine learning differ is in how each algorithm learns. However, neural networks is actually a sub-field of machine learning, and deep learning is a sub-field of neural networks. Machine learning, deep learning, and neural networks are all sub-fields of artificial intelligence. Since deep learning and machine learning tend to be used interchangeably, it’s worth noting the nuances between the two. Machine learning algorithms are typically created using frameworks that accelerate solution development, such as TensorFlow and PyTorch. They will be required to help identify the most relevant business questions and the data to answer them. As big data continues to expand and grow, the market demand for data scientists will increase. These insights subsequently drive decision making within applications and businesses, ideally impacting key growth metrics. Through the use of statistical methods, algorithms are trained to make classifications or predictions, and to uncover key insights in data mining projects. ![]() Machine learning is an important component of the growing field of data science. Over the last couple of decades, the technological advances in storage and processing power have enabled some innovative products based on machine learning, such as Netflix’s recommendation engine and self-driving cars. ![]() Compared to what can be done today, this feat seems trivial, but it’s considered a major milestone in the field of artificial intelligence. Robert Nealey, the self-proclaimed checkers master, played the game on an IBM 7094 computer in 1962, and he lost to the computer. One of its own, Arthur Samuel, is credited for coining the term, “machine learning” with his research (PDF, 481 KB) (link resides outside IBM) around the game of checkers. IBM has a rich history with machine learning. Machine learning is a branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy. ![]() |
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