all about my journey in Data , ML and AI

 One hot encoding approach is used to encode category data as numerical variables. It is also known as "dummy encoding" or "one-of-K encoding." The procedure entails establishing a new binary variable for each category in the categorical variable. This can be beneficial in machine learning and data analysis when working with categorical variables that do not have a natural order or ranking. When is it appropriate to execute one hot encoding? One hot encoding is appropriate for usage when the categorical variable is not ordinal, which means the categories do not have a natural order or ranking. It is also beneficial when the category variable has numerous levels or categories. For example, a variable with the levels "red", "green", and "blue" would be a good candidate for one hot encoding. One popular top category encoding When working with huge datasets, encoding all levels of a category variable with a single hot might result in a sign...

 Hello there and welcome  As the title suggests this post is about updating you GPU driver(Nvidia) and updating Anaconda to be able to use GPU with tensorflow(or any other) Let's start first off go to search bar and type Geforce Experience then open that applications If u have a nvidia Gpu card but don't have that driver go to  https://www.nvidia.com/en-us/geforce/geforce-experience/   to download it Then go to Drivers  and if the update is available it should so something like this           Go ahead and update  after downloading be sure to install it Next is to upgrade conda(Anaconda) be sure that when we are installing GPU support in tensorflow we will be using virtual enviroment for doing so Open up powershell as admin mode You can either go to Search  bar and type powershell, right click it then click start as administrator or press windows_key +x  and then press a   then type conda update conda  T...

  -Imagine this. You are driving through a dark tunnel on a stormy night with the glare from rain and headlights making it difficult to see. What if your car could see for you and detect a motorcyclist who’s waiting out the rain on the side of the road in the tunnel? Well, the good news is that the mobility tech company, Magna, is the first company to design a digital radar technology that can do just that.ICON Radar offers drivers an added layer of safety and security on the road. Your car might already have sensors that flash in your rearview mirror when a car is in your blind spot, or that beep when someone passes behind you in a parking lot. ICON Radar takes this kind of vehicle-sensing technology to a whole new level. It can scan a car’s environment 50 times faster than the blink of a human eye. And because it’s digital, the signal is sure to be strong and reliable — such as cell phones when they shifted from using analog signals to digital ones.A vehicle with ICON Radar can a...

  Can Your Small Business Can Save Money With Cloud Computing 10 Benefits, 5 Drawbacks, Examples The term "cloud" is simply a metaphor for the Internet. All your small business needs to access cloud computing is a browser and Internet access. At the foundation of cloud computing are online infrastructures that deliver services through shared data centers. Cloud computing gives your business a single point of access for your computing needs. Even the United States Government is considering the cloud as part of its IT infrastructure to reduce spending. Cloud Computing Saves Money for a Small business Without a doubt, cloud computing can save your business money. Cloud computing sets your business free from all the expenses of operating an IT department. The costs you pay for the bank of servers, the backup issues, software purchases, human resources, training, implementation and upgrades, and protecting valuable data can be a thing of the past. Your business invests substantial...

 welcome to my first post . since this blog was mostly focused on cyber security  i think it's  time to change it i will be focusing on problems that arised  with me .  so we all have  Graphical Processing Unit(GPU)  which we use to play games with , ever wondered why that setup of your gets so hot  while doing it . Answer , simple  your GPU has 1000  of  simple cores compared to few complex cores of CPU solution:  1. install anaconda  (trust me )  setup path automatically from the installer (easy that way) https://www.anaconda.com/products/individual 2. open powershell  if you are on windows 10  press windows +x  and press a type    conda create --name tfgpu tensorflow-gpu press y if prompted wait for few minutes for installation to complete 3. type  conda activate tfgpu this is activate your virtual env named tfgpu 4. type  pip install jupyter notebook pip install ipykernel (you n...

Have you ever thought about what it might be like to relive the best moments of your life, and be able to share them with others? Maybe it’s the dance floor at your wedding. Or the birth of your child or his or her first birthday. Maybe it’s that touchdown that led your team to victory in the last seconds of a game. With today’s mobile virtual reality technology, it’s possible to create virtual memories and it has never been easier to get started. Humaneyes Technologies, an innovator in camera technology, has developed a user-friendly, dual camera that combines 360-degree photography with immersive 3-D Virtual Reality (VR), all in one simple-to-use solution that costs about the same as a decent DSLR camera. “360-degree pictures and video continue to change how we use cameras to capture the world around us,” says media expert Jim Malcolm of Humaneyes Technologies. “And the global adoption of VR headsets, combined with 3-D cameras, is providing even more ways to create ...

Phishing is a type of social engineering attack often used to steal user data, including login credentials and credit card numbers. It occurs when an attacker, masquerading as a trusted entity, dupes a victim into opening an email, instant message, or text message. The recipient is then tricked into clicking a malicious link, which can lead to the installation of malware, the freezing of the system as part of a ransomware attack or the revealing of sensitive information. This article will talk about the types of phishing techniques and the prevention. Phishing techniques Here's a brief look at five common phishing threats that often arise in enterprise settings. Each example features "Bob," a mid-level employee in the finance department who is trying to get through his busy day and respond to hundreds of emails. Breach of Trust - Bob gets an email from what he thinks is his bank asking him to confirm a wire transfer. The email takes him to a link that looks l...

Welcome to my blog today i am here with very important item for your DDOOLLBBYY Atmos Everyone  or (at least geeks) knows  about the power of Dolby atmos we used to know that dolby atmos was only available for select PC only well not anymore from this link you can get in any pc note:  after installing dolby atmos install dolby access from https://dw27.malavida.com/dwn/8bdf73315506600b39e53dedb7616c896cc3811b629894bbe0bc994820b8af75/DolbyAccess.appx    and son't update from window store ..    just don't update it links http://gestyy.com/w2mDPI for dolby atmos   http://gestyy.com/w2mDKi  for device  driver ' http://gestyy.com/w2mDCF   for dolby atmos for gaming http://gestyy.com/w2mDN7    for dolby gaming driver if you  have any question feel free to comment

Stop computer hackers who target your computer for cyber crime  as you travel the internet. Computer hackers have created viruses, spyware, email spam and zombie robots for their own malicious purposes. With a few precautions you can keep your computer safe from cyber crimes.  Here we clear up your questions about computer hackers, virus, email spam, spyware, and zombie bots. What Is a computer virus? How do you stop a virus? What is email spam and how do you stop it? What is spyware and how you protect your computer? What are zombie robots and how do you prevent them?  Here are 10 things you should know to stop computer hackers .  Hacking Is a Computer Crime Called Cyber Crime Computer crime, also called cyber crime , is criminal activity that targets the computer or the network. Computer crime and hacking includes illegal access to a computer, illegal capture of data, altering data, interfering with the functioning of a computer system, forgery, ID theft...

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You don’t want to miss a second of your granddaughter’s graduation ceremony, so you start the video camera rolling as she’s walking up to the stage. Now you wish you hadn’t done that! Nobody wants to watch the 3 minutes of her walking, they just want to see her step onto the stage and get her diploma. No problem, if you took the video with your phone, you can use most any photo management app to trim the beginning or end of your video. Google Photos : View the video, tap the Edit button  and you will see a white vertical bar on either end of the video, drag them to your desired begin and end point, then tap Save Samsung Gallery : View the video, tap the scissors icon at top and you should see “Video Trimmer” at top left. At the bottom of the screen, you’ll see the frames of your video with white bares at the beginning and end. Drag those bars to your desired beginning and end points. Apple iOS Photos : View the video, tap the word Edit, drag the beginning and ending markers...

The phrase 'six degrees of separation,' suggests that only a minuscule measurement is what divides one person from another. Today, the Internet of Things (IoT) has decreased those degrees dramatically, connecting us not only to each other, but to everything from our fitness trackers to our coffee makers. Consider this: according to a recent report by the Federal Trade Commission, the number of Internet-connected devices tops 25 billion worldwide. And that number is expected to double in the next five years, according to experts cited in the report. In a world where everyone and everything is connected, digital security is a must-have, just as important as the lock on your front door or the keys to your house. "Technology is revolutionizing the way consumers use cars, homes, work spaces and everyday items," Rep. Darrell Issa, R- Calif., told USA Today in a recent interview. "These devices raise both opportunities and questions about regulatory policy, spectrum s...

just read this first paragraph you will get it  Abstract :   The concept of the technological singularity is frequently reified. Futurist forecasts inferred from this imprecise reification are then criticized, and the reified ideas are incorporated in the core concept. In this paper, I try to disentangle the facts related to the technological singularity from more speculative beliefs about the possibility of creating artificial general intelligence. I use the theory of metasystem transitions and the concept of universal evolution to analyze some misconceptions about the technological singularity. While it may be neither purely technological, nor truly singular, we can predict that the next transition will take place, and that the emerged metasystem will demonstrate exponential growth in complexity with a doubling time of less than half a year, exceeding the complexity of the existing cybernetic systems in few decades. 1. Introduction Technological progre...