2021-22 NFL Computer Predictions and Rankings
Scientifically Advancing Artificial Intelligence for Fun and Profit
The Amazing NFL Point Differential Betting System
If you are looking for some ideas in building an NFL prediction model
this is a great article to get you going. Unlike many systems, it takes the strength of each team’s opponents into account:
https://www.liveabout.com/nfl-point-differential-betting-system-3116692
Canadian Statistics Professor Releases Three Picks for NFL Week 6 – 2020
2020 Best NFL Prospects? Let’s Crunch the Numbers!
Colin Cowherd’s Blazing 5 Game Picks for NFL 2019 Week 11
The Best Laptop For Gaming
Using laptops for gaming is popular because, although they are pricier and weigh more than handheld gaming units, they are portable and they allow gamers to do more than compete. As the performance and technology of hardware improvements, the best laptop for gaming becomes more crucial for serious gamers as they increasingly choose them over desktop computers or other gaming units.
The best laptop for gaming includes new technology like video power, plenty of memory, large hard drives, dual-core processors, and long life batteries. With the use of a broadband card, the best laptop for gaming will allow users to compete online from anywhere.
Many gamers build laptops to their own specifications for serious gaming that includes easily upgradeable components and parts. The following details some things to look for when seeking the best laptop for gaming.
A Huge Memory
The best laptop for gaming has a huge amount of pre-installed RAM, or memory. This will save you in the long run, as you won’t have to upgrade your memory to run bigger games. You can run 3-D games and multiple other applications simultaneously with plenty of VRAM (video RAM) for the video drivers of a laptop.
SATA Drive
The most common hard drive for laptops is an IDE drive that uses parallel technology to carry program data in parallel streams. SATA drives carry data in a single stream. They are faster and more efficient than IDE hard drives. The best laptop for gaming uses a SATA drive with the largest amount of storage capacity available.
Excellent Resolution
The best laptop for gaming features excellent display resolution, especially for 3-D gaming. Calibrated by the number of dots (or pixels), more pixels equals a higher resolution screen. The best laptop for gaming has a TFT (thin film transistor) active matrix LCD (liquid crystal display) screen.
Powerful Video Cards
For gaming, it is crucial to have a fast and powerful video card. Ideally, look for a video card that provides plenty of power without drastically draining your battery. In addition, make sure the laptop has plenty of VRAM and integrated graphics. The best laptop for gaming is prepared for handling the most serious gaming applications like HDTV and 3-D.
Fast Processor
The best laptop for gaming has a lightning-fast processor. Typically, the processor choice will drive the largest part of a gaming laptop, so it’s crucial not to skimp on the processor. A faster processor gives a laptop the ability to handle serious gaming applications like 3-D graphics. A slow processor can distort or even freeze games. The best laptop for gaming features both a huge amount of RAM and a fast processor of at least 3.4 GHz. A slower processor can still work for laptop gaming if budget is an issue. However, the processor powers a laptop, so an investment in speed is usually worth the cost in the end.
A high-end system is ultimately the best laptop for gaming. For serious gamers, building a laptop specifically for gaming is sometimes desirable. Regardless of purchasing a system or building one, the best laptop for gaming has as many of these high tech gaming components that will allow for years of quality gaming excitement and competition.
The NFL Quantitative Revolution is Here! Where Technology and Computation Meet the Gridiron!
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As is often the case ,The FF-Winners AI Computer finds some of these lines to be way out of whack!
Each Week’s Picks are Available Monday 10PM PST at game-specific predictions
Yes! Given the right data, computers can beat the public and the odds!
Original Research Paper: CLICK HERE!
These programs (some over 3400) are significantly stronger than the current top human player Magnus Carlsen (rating 2839) . “Lc0” is the deep machine learning darling of this era. Enjoy! Follow it at https://www.chess.com/news/view/announcing-the-new-computer-chess-championship
Live Play:https://www.chess.com/computer-chess-championship
If you are interested in how data science may be applied to
predicting football outcomes, we recommend this new article
by Ed Feng:
After 15-years as a trader, Andreas Koukorinis has gone on to co-found a tech startup which uses AI and machine learning to trade sports as a financial product.
From listening to this episode, you’ll soon notice that Andreas is passionate about applying rigorous trading principles to nascent markets. And you’ll also hear about the primary drivers behind his predictions on sports games…
There are many ways to use artificial intelligence and machine learning to enhance one’s sports betting and gaming results. This article may give you some ideas:
The quest to evolve neural networks through evolutionary algorithms.
Source: https://www.oreilly.com/ideas/neuroevolution-a-different-kind-of-deep-learning
The NY Jets are launching a bunch of new technologies this season that will help fans better engage with the team and keep track of player statistics.
Source: https://www.sporttechie.com/5-technologies-to-expect-from-the-ny-jets-this-season/
NFL footballs have chips in them this season, collecting data to be analyzed. However, the technology is not advanced enough to help officials.
Source: http://www.espn.com/nfl/story/_/id/20618245/data-collecting-chips-every-nfl-football-2017
Born in the 1950s, the concept of an artificial neural network has progressed considerably. Today, known as “deep learning”, its uses have expanded to many areas, including finance.
Source: https://theconversation.com/deep-learning-and-neural-networks-77259
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