Around a halve year back I stumbled over Kaggle.com, a vital community portal of Artificial Intelligence and machine learning experts. Kaggle not only encourages people around the world to share thoughts and example data sets on popular machine learning tasks, they also host great AI challenges.
Since I joined the Kaggle community 6 month ago, I was fascinated about the individual challenges that were published. Those challenges range from predicting Mercari product prices over detecting icebergs from radar data to speech recognition tasks.
Many companies such as Google, Mercari or Zillow are hosting challenges where more than thousand of teams try to predict the best results. Often it is unbelievable how those teams solve these complex machine learning tasks.
Besides providing the challenges and the data sets necessary to wake the interest of global leaders within the machine learning and AI community, Kaggle also offers a tremendously powerful kernel execution environment. This execution environment consists of preconfigured Docker containers that were specifically designed for training models. In order to design and execute a machine learning kernel you simply edit the code online (Python, R, Notebook) and execute it within the Kaggle infrastructure.
As Kaggle docker containers are completely preconfigured you save a lot of time to download and prepare your environment.
Kaggle really pushes the AI community forward in terms of offering a flexible and open platform for executing kernels and to quickly get hands on interesting data sets. The community platform also does a pretty good job in bringing the global community together and stimulates a broader and practical discussion outside the theoretical scientific community.
Besides if you need a quick start tutorial on how to train your first neural network, grab my eBook at Amazon:
Ready Player One, a science fiction novel written by Ernest Cline, is set in the year 2044 after a global energy breakdown and economic recession. As resources are rare these days, the remaining people live under poor conditions in crowded megacities, where they spend their time working and living in a virtual world called OASIS. OASIS is a massive multiplayer online simulation game created by computer game programmer genius James Halliday and his close friend Ogden Morrow. Halliday, with no heirs or other living family, dies suddenly and leaves a treasure hunt video will that promises the ownership of OASIS and his company to those who can solve puzzles hidden in OASIS. Three keys (Copper, Jade, and Crystal) are hidden throughout the universe of OASIS and pass through the matching gates will receive his fortune and controlling the virtual OASIS universe. As Halliday grew up during the 1980s pop culture, the treasure hunt is a funny retro story about the rise of arcade and computer game during the 80s.
Those of you who grew up during the late 1980s, playing arcade games and owning an Amiga or C64 computer, will definitely love this book as i did!
Did you ever wondered what the Big Data Hype means to us in reality? Information and communication technology, advanced network bandwidth and intelligent data analysis and prognosis enable fantastic insights into our modern society. No matter if you are collecting data within urban areas, such as the different ways Pizza delivery is taking in Manhattan on a Friday afternoon or analyzing the crop in large agricultural facilities. Within the book The Human Face of Big Data, the authors Rick Smolan and Jennifer Erwitt present the human and society dimension of this new hype on analysing and prognosis of all kind of information.
The Human Face of Big Data captures, in glorious photographs and moving essays, an extraordinary revolution sweeping, almost invisibly, through business, academia, government, healthcare, and everyday life. It’s already enabling us to provide a healthier life for our children. To provide our seniors with independence while keeping them safe. To help us conserve precious resources like water and energy. To alert us to tiny changes in our health, weeks or years before we develop a life-threatening illness. To peer into our own individual genetic makeup. To create new forms of life. And soon, as many predict, to re-engineer our own species. And we’ve barely scratched the surface . . .
Ender’s Game, written by Orson Scott Card in 1985, for me belongs to the top 10 in modern science-fiction stories, due to a fantastic story that deals with computer games and human intelligence. The book, which is based on a initial short story, won several awards, such as the Hugo and the Nebula awards.
Andrew ‘Ender’ Wiggin, the novel’s protagonist, lives with his kind parents and his sadistic elder brother Peter, until the government recruits him to the orbiting Battle School for rigorous military training. Since the human world barely survived two conflicts with the Formics, an insectoid alien species, which are called Buggers by most of the people, the government proactively recruits and trains children in an orbiting Battle School. The children are trained to fight against each other in strategic battles, where each battle group tries to score against other groups. Soon it becomes clear that, in spite of his youth, Ender is one outstanding strategic player that never looses a battle. It seems as if Ender could be a natural born player who could save the earth if the next wave of predominant alien Buggers appears to overrun mankind…
Daniel Suarez became one of my favourite tech authors within the last years. Daniel Suarez, who was born on 21. Dezember 1964, is a US software developer, system consultant and primarily an amazingly cool science-fiction author. He started to write under an anonym Leinad Zeraus, before he wrote his three best selling thrillers Deamon in 2006, Freedom (TM) in 2010 and his newest title Kill Decision in 2012. You can find more about Daniel Suarez on his webpage.
Deamon, written by Daniel Suarez in 2006, is one of the best and most thrilling tech and science-fiction novels i have read within several years. The story begins with some misterious kills which are all somehow connected to the natural death of the great cyber game designer Matthew Sobol. Sobol, the genius owner and creator of one of the most successful, interconnected computer games, definitely had a plan for the world after he passes away. So it is detective Peter Sebeck who has to find all the parts of this genius puzzle to rescue the world from Matthew Sobol’s demonic plan.
Within the second part of his amazing debut title ‘Demon’, Daniel Suarez thrills his readers with continuing the story of an unstoppable computer virus that starts to blackmail banks and whole industries. This virus is the beginning of a public revolution against copyright industry, corrupt financial industries and even against police and governments. This story tells a tale about an artificial intelligence supported public revolution that frees our minds from trademarks, copyright and corrupt capitalism. All in all a really great finish for Daniel Suarez’s Deamon thriller.
Kill Decision is Daniel Suarez recent book, which deals with drone war and swarm intelligence. It tells us a story on anonymous wars where swarms of machines pull the trigger against humans. Linda McKinney is a myrmecologist, a scientist who studies the social structure of ants. Her research results are stolen by an unknown force that tries to overrun the american homeland with a drone army. Together with Odin, a secretive Special Ops soldier who has detailed inside knowledge on this faceless enemy, McKinney has to arouse the world before it is too late to stop this machine intelligence.
Singularity & Co. is a eBook store that tries to rescue sci-fi books that are gone out of print and could fall in a copyright limbo. So the Singularity & Co.’s mission is to buy the rights of these sci-fi books in order to publish them as ebooks, which i find is an excellent idea. Singularity & Co. got around 50K $ startup funding by their popular Kickstarter pledge. They even try to build an open source desktop book scanner.
We’ve seen too many sci-fi books that are out of print, out of circulation, and, worst of all (given the subject matter) unavailable in any digital format. Meaning, as of now, these books may never be seen in the future imagined in their pages. That’s just not right.
On Tuesday, June 19, 2012, the author of the O’Reilly Arduino Cookbook is offering a free webcast, Expanding the Capabilities of your Arduino Projects:
Michael Margolis is the author of Arduino Cookbook 2nd Edition, a collection of projects utilizing the physical computing platform of Arduino, the open source electronics prototyping platform. In this webcast Michael will discuss how to combine and apply multiple techniques from the Arduino Cookbook.