The Machine Learning tutorial is useful for both students and professionals who are interested in learning the basics of the field. It is designed to quickly get students up to speed. It assumes that students know basic information about artificial intelligence and Python, Scikit -learn and NumPy. Students should also have some knowledge about Python and other programming language, such as NumPy. This tutorial is also useful for students who are interested in machine learning, but don't have time to attend college courses.
Josh Gordon's tutorial
Josh Gordon's tutorial about machine learning is for you. The book is organized in logical stages and assumes that the reader already knows basic linux administration and Python. While it's not designed for absolute beginners or beginners, it's an excellent resource to programmers who are interested in Machine Learning. Listed below are some of the best resources to use for this book.
RStudio
The RStudio tutorial on machine learning will teach you how you can create models and do predictive analysis using R programming. This course provides hands-on learning material that includes class notes, lectures, and quizzes. This course covers machine learning techniques such as classification, linear regression, and derivatives. Through extensive case studies, the course will give you a hands-on introduction into R machine learning.
Iris Data, which has an overviewable attribute for each species, can help you get an idea about how to make a machinelearning algorithm. Numerical classes can be used for your target variable. Learn about a variety of machine learning algorithms.
Google ML Crash Course
Google's Machine Learning Crash course is a comprehensive tutorial covering the basics of ML. The course is comprised of video lectures, real-world cases studies, and hands on practice exercises. This course lasts 15 hours and contains more than 40 exercises. Students will learn how real-world ML systems can be designed using TensorFlow, as well as the TensorFlow platform for machine learning. The Crash Course includes a GPU notebook.
Google's free ML Crash Course is a great resource for learning about ML. It includes videos, interactive simulations, as well hands-on exercises. Students will be able solve a variety ML problems with TensorFlow or Python. The course provides a basic understanding about machine learning. It also allows participants to create their ML models and participate on Kaggle competitions.
FAQ
What are some examples AI applications?
AI is used in many fields, including finance and healthcare, manufacturing, transport, energy, education, law enforcement, defense, and government. Here are just a few examples:
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Finance - AI has already helped banks detect fraud. AI can identify suspicious activity by scanning millions of transactions daily.
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Healthcare - AI is used to diagnose diseases, spot cancerous cells, and recommend treatments.
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Manufacturing - AI in factories is used to increase efficiency, and decrease costs.
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Transportation - Self driving cars have been successfully tested in California. They are now being trialed across the world.
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Utility companies use AI to monitor energy usage patterns.
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Education - AI can be used to teach. Students can interact with robots by using their smartphones.
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Government – AI is being used in government to help track terrorists, criminals and missing persons.
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Law Enforcement – AI is being used in police investigations. Databases containing thousands hours of CCTV footage are available for detectives to search.
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Defense – AI can be used both offensively as well as defensively. Offensively, AI systems can be used to hack into enemy computers. In defense, AI systems can be used to defend military bases from cyberattacks.
AI: Is it good or evil?
AI is both positive and negative. Positively, AI makes things easier than ever. No longer do we need to spend hours programming programs to perform tasks such word processing and spreadsheets. Instead, we ask our computers for these functions.
The negative aspect of AI is that it could replace human beings. Many believe that robots will eventually become smarter than their creators. They may even take over jobs.
Why is AI used?
Artificial intelligence is a branch of computer science that simulates intelligent behavior for practical applications, such as robotics and natural language processing.
AI is also called machine learning. Machine learning is the study on how machines learn from their environment without any explicitly programmed rules.
Two main reasons AI is used are:
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To make your life easier.
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To accomplish things more effectively than we could ever do them ourselves.
Self-driving vehicles are a great example. We don't need to pay someone else to drive us around anymore because we can use AI to do it instead.
Is there any other technology that can compete with AI?
Yes, but this is still not the case. Many technologies have been created to solve particular problems. But none of them are as fast or accurate as AI.
What is the current status of the AI industry
The AI industry is growing at a remarkable rate. It's estimated that by 2020 there will be over 50 billion devices connected to the internet. This will allow us all to access AI technology on our laptops, tablets, phones, and smartphones.
This means that businesses must adapt to the changing market in order stay competitive. If they don’t, they run the risk of losing customers and clients to companies who do.
You need to ask yourself, what business model would you use in order to capitalize on these opportunities? You could create a platform that allows users to upload their data and then connect it with others. Perhaps you could offer services like voice recognition and image recognition.
Whatever you choose to do, be sure to think about how you can position yourself against your competition. It's not possible to always win but you can win if the cards are right and you continue innovating.
Statistics
- While all of it is still what seems like a far way off, the future of this technology presents a Catch-22, able to solve the world's problems and likely to power all the A.I. systems on earth, but also incredibly dangerous in the wrong hands. (forbes.com)
- In the first half of 2017, the company discovered and banned 300,000 terrorist-linked accounts, 95 percent of which were found by non-human, artificially intelligent machines. (builtin.com)
- By using BrainBox AI, commercial buildings can reduce total energy costs by 25% and improves occupant comfort by 60%. (analyticsinsight.net)
- According to the company's website, more than 800 financial firms use AlphaSense, including some Fortune 500 corporations. (builtin.com)
- That's as many of us that have been in that AI space would say, it's about 70 or 80 percent of the work. (finra.org)
External Links
How To
How to set Amazon Echo Dot up
Amazon Echo Dot, a small device, connects to your Wi Fi network. It allows you to use voice commands for smart home devices such as lights, fans, thermostats, and more. You can say "Alexa" to start listening to music, news, weather, sports scores, and more. You can ask questions and send messages, make calls and send messages. It works with any Bluetooth speaker or headphones (sold separately), so you can listen to music throughout your house without wires.
Your Alexa-enabled device can be connected to your TV using an HDMI cable, or wireless adapter. You can use the Echo Dot with multiple TVs by purchasing one wireless adapter. You can pair multiple Echos simultaneously, so they work together even when they aren't physically next to each other.
Follow these steps to set up your Echo Dot
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Turn off the Echo Dot
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Use the built-in Ethernet port to connect your Echo Dot with your Wi-Fi router. Make sure that the power switch is off.
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Open the Alexa app for your tablet or phone.
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Select Echo Dot to be added to the device list.
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Select Add a new device.
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Choose Echo Dot among the options in the drop-down list.
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Follow the instructions on the screen.
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When prompted enter the name of the Echo Dot you want.
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Tap Allow access.
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Wait until your Echo Dot is successfully connected to Wi-Fi.
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You can do this for all Echo Dots.
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Enjoy hands-free convenience