This blog is aimed at newbie developers who want to learn the Python programming language. It is not a complete referenc

Gonzalez says that women overwhelmingly orchestrate the fake medical campaigns she sees — she hasn’t run the numbers but estimates it could be as high as 95%. “I don’t think they wake up in the morning and say, I’m going to scam someone,” she says. “I think it’s more complicated than that. And I think the basis is found in ‘Munchausen by Internet,’ whether it’s the need for attention or something else.”,When I dove into the NES repair project I was somewhat intimidated. Sure, it’s an older piece of tech which means it’s less complex than something like a modern laptop or game console, but its age also means there are so many more things that could go wrong. Capacitors die over time, traces on the circuit board can erode away after enduring moisture for an extended period of time (which this particular console clearly dealt with), and the aging CPU and memory chips could easily fail and corrode after sitting in a garage for decades without attention.,On one side are the device manufacturers. Companies like Apple fought tooth and nail to prevent third-party repair shops from offering services for the iPhone, MacBook, and any other devices they sell. The iPhone maker fights against legislation that would make it perfectly legal for non-Apple-affiliate repair shops and individuals to fix their own devices if they want to, even going so far as to introduce a new kind of nonstandard screw head in 2009 to make it that much more difficult to open and repair its laptops and smartphones. Apple provided its own technicians the necessary tools to beat these screws, but for a long time, it was next to impossible to buy one from a third party.,NumPy is known as one of the most popular machine learning library in Python. NumPy is generally used for scientific computation. TensorFlow and other libraries use NumPy within for performing multiple operations on Tensors. Array interface is the best and the most prominent feature of NumPy.,All of these large companies push you very, very strongly in the direction of an official repair option, like Apple’s Genius Bar. Or, even worse, buying an entirely new device when that might not be necessary.,Nobody cares that you made $10,000. We don’t need to know the details of your income, bro. Why do you need to shove how much you made in front of everybody’s face? Suppose you were walking to work and some random guy popped up in front of you yelling,,It is based upon data flow graphs that are used in GPUs and CPUs with a single API. However, it is not restricted to machine learning only; you can also utilize it for dataflow and programs that are differentiable.,TensorFlow is one of the most prominent libraries for Python applications launched by Google in 2020. It is a free, open-source python machine learning library that allows developers to work with numerical computation. It is very easy to learn and has a handful collection of helpful tools.,In the end, the console not only works but looks much closer to “factory new” than I could possibly have hoped, considering its condition when I paid $11.99 for it. But the point is that without the available knowledge online and access to components needed to repair it, it would have remained a dead relic of decades past.,TensorFlow is available for Python and C APIs and also for C , Java, JavaScript, Go, Swift, etc. Also, Third-party packages are also available for MATLAB, C#, Julia, Scala, R, Rust, etc.,Keep in mind that these scores are simply an indication of how easy it is to get the gadgets open and gain access to vital components. If you have to actually swap something out, the challenge becomes much more intense, as none of these companies are very good about providing parts for DIY repair. Third parties step in to fill the void in most cases, but even then, some functionality is often missing after replacing parts. Good luck using Face ID after replacing an iPhone’s front-facing camera or the True Tone color feature if you replace the iPhone’s screen (even if you’re using an original Apple screen as a replacement).,As you go about your day with your smartphone in your pocket or toting a pricey laptop around, a war over the guts of those devices continues to rage. More specifically, a war between two sides that want to decide who can and who can’t tinker around inside, modifying the function of the components, or fixing issues that pop-up over time.,Over the course of a couple of weeks, I sauntered down to my basement workshop for an hour or two whenever I found the time. I disassembled, cleaned, checked for missing and damaged parts, and replaced capacitors, among other things. I used basic tools to tackle every issue I came across. I polished the filthy pins that connect the game cartridge to the mainboard, ensured that corrosion on the power unit didn’t break the connection between different components, and bought cheap replacement parts for the components that were entirely missing. I protected various parts with a sealant to prevent future corrosion and even managed to remove the yellowing from the plastic and fix the cigarette burns with a bit of epoxy and some gentle sanding.,Consumers fought back, and sites like iFixit exploded in popularity as owners of these devices created platforms for teaching one another how to open, repair, and modify their gadgets without sending them to the manufacturer or waiting for a repair appointment at an authorized repair shop. iFixit rates many new devices on a repairability scale, and the trend is clearly going in the wrong direction, with new smartphones, laptops, and other popular electronics routinely receiving incredibly low scores, indicating that it’s virtually impossible to repair them on your own.,Microsoft’s shiny new Surface Duo received a two out of 10 for being impossible to disassemble without breaking, for example. Microsoft’s Surface Laptop earned the title of the “least repairable laptop” with a score of zero out of 10. The OnePlus 8 Pro received a four out of 10, while the Samsung Galaxy S20 received a three out of 10. On the Apple side, the newest 12.9-inch iPad Pro also scored a three out of 10, while the iPhone 11 received a somewhat encouraging score of six out of 10.