Category: Machine learning ppt

Machine learning ppt

To browse Academia. Skip to main content. Log In Sign Up. Introduction to Machine Learning. Al Salam. Rationale: 1. For many problems, there is no known method for computing the desired output from a set of inputs. For other problems, computation according to the known correct method may be too expensive. It is very hard to write programs that solve problems like recognizing a face.

Instead of writing a program by hand, we collect lots of examples that specify the correct output for a given input. A machine learning algorithm then takes these examples and produces a program that does the job. It may contain millions of numbers.

The web contains a lot of data. Million dollar prize! Some tasks cannot be defined well, except by examples e.

Free Machine Learning PowerPoint Template

Relationships and correlations can be hidden within large amounts of data. Human designers often produce machines that do not work as well as desired in the environments in which they are used. The amount of knowledge available about certain tasks might be too large for explicit encoding by humans e.

Environments change over time. New knowledge about tasks is constantly being discovered by humans. Areas of Influence for Machine Learning 1. Statistics: How best to use samples drawn from unknown probability distributions to help decide from which distribution some new sample is drawn? Brain Models: Non-linear elements with weighted inputs Artificial Neural Networks have been suggested as simple models of biological neurons. Adaptive Control Theory: How to deal with controlling a process having unknown parameters that must be estimated during operation?

Psychology: How to model human performance on various learning tasks?The Machine learning Template in PowerPoint format includes two slides. Firstly there are types of the Statistical machine learning. Secondly supervised learning process is the most important one of the Statistical machine learning. So our PowerPoint templates are including supervised learning, unsupervised learning, and Reinforcement learning. Then Supervised learning process diagram shows the detailed steps.

It is evolving from the study of pattern recognition and computational learning theory in artificial intelligence. Then the learning explores the study and construction of algorithms that can learn from and make predictions on data. Finally the learning tasks are typically classified into three broad categories; supervised learning, unsupervised learning, and Reinforcement learning.

You can found them in our Statistical machine learning PowerPoint templates. We know that supervised learning is the learning task of inferring a function from labeled training data.

Therefore the aim of supervised machine-learning is to build a model that makes predictions based on train data-set. So after data cleaning and feature extraction, data-set is classifying into training data-set and testing one for prediction.

Meanwhile algorithms are applying to the training data-set and the training models are developed and selected. Then the selected models will run with the testing data to cross check the accuracy of prediction.

Finally the models will be evaluated and modified to improve the prediction. The labels and shapes are layers of different groups. In a word, you can change the texts, colors, sizes, and add your charts. At the same time you can also refer to the detailed Machine learning in Wikipedia.

Believe it or not, analysts from marketing research companies, consultants from professional firms think highly of our website yourfreetemplates. Most important of all, our maps can help to reduce their efforts and create good-looking maps. Download the Template. Save my name, email, and website in this browser for the next time I comment.After you enable Flash, refresh this page and the presentation should play. Get the plugin now.

machine learning ppt

Toggle navigation. Help Preferences Sign up Log in. To view this presentation, you'll need to allow Flash. Click to allow Flash After you enable Flash, refresh this page and the presentation should play. View by Category Toggle navigation. Products Sold on our sister site CrystalGraphics. Title: Machine Learning. Tags: applications fuzzy learning machine. Latest Highest Rated. Title: Machine Learning 1 Machine Learning Artificial Intelligence Department of Industrial Engineering and Management Cheng Shiu University 2 Outline Artificial intelligence in 21st century Learning Machine learning Supervised learning How brain works Neural network and Artificial neural networks Simple neuron - Perceptron 3 Artificial Intelligence The capacity of a computer to perform operations analogous to learning and decision making in humans, as by an expert system, a program for CAD or CAM, or a program for the perception and recognition of shapes in computer vision systems 4 Business Intelligence The process of gathering information about a business or industry matter a broad range of applications and technologies for gathering, storing, analyzing, and providing access to data to help make business decisions BI 5 Computational Intelligence An offshoot of artificial intelligence.

Several expressions compete to name the same interdisciplinary area. It is difficult, if not impossible, to accommodate in a formal definition disparate areas with their own established individualities such as fuzzy sets, neural networks, evolutionary computation, machine learning, Bayesian reasoning, etc.

Bringing together diverse expertise and experience can enrich each of the participating discipline and foster new research perspectives in the broad field of Computational Intelligence. Zadeh " The ease with which they can learn led to attempts to emulate a biological neural network in a computer. Learning capabilities can improve the performance of an intelligent system over time. The most popular approaches to machine learning are artificial neural networks and genetic algorithms.

The brain consists of a densely interconnected set of nerve cells, or basic information-processing units, called neurons. The human brain incorporates nearly 10 billion neurons and 60 trillion connections, synapses, between them. By using multiple neurons simultaneously, the brain can perform its functions much faster than the fastest computers in existence today. Each neuron has a very simple structure, but an army of such elements constitutes a tremendous processing power. A neuron consists of a cell body, soma, a number of fibers called dendrites, and a single long fiber called the axon.

Information is stored and processed in a neural network simultaneously throughout the whole network, rather than at specific locations. In other words, in neural networks, both data and its processing are global rather than local.

The neurons are connected by weighted links passing signals from one neuron to another. The output signal is transmitted through the neurons outgoing connection. The outgoing connection splits into a number of branches that transmit the same signal.

machine learning ppt

The outgoing branches terminate at the incoming connections of other neurons in the network. If the net input is less than the threshold, the neuron output is 1. But if the net input is greater than or equal to the threshold, the neuron becomes activated and its output attains a value 1.

The neuron uses the following transfer or activation function This type of activation function is called a sign function. The perceptron is the simplest form of a neural network.

It consists of a single neuron with adjustable synaptic weights and a hard limiter.Electronics and digital devices have made the world full of artificial utensils. Now the world is full of artificial products relating to almost all fields of life. The template design is suitable for electronic devices using motherboard and chips. The electronic or artificial products business can also use this PPT template design for their discussions and publicity.

The slide design has neurotransmitters and a brain shape design that is also suitable for other presentation purposes, including IQ, Telemedicine, Neuroscience, or other intelligence related topics. You can download the template design freely and make wonderful PPT presentations by using it in the main slide or as the background of the presentation.

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The 7 Steps of Machine Learning (AI Adventures)

Helpful Everardo of Mcbee, SC Verified Reviewer Verified Buyer Original review: Nov. Helpful Fred of St Petetsburg, FL Verified Reviewer Original review: Nov. Product reviews by real customers can help other consumers contemplating a product to decide if it is worth buying.

If the reviews are positive, this can translate into a big sales lift for the retailer, so it makes sense that a business would want to encourage public customer feedback.

Not only is it unethical to pay someone to leave a positive review, but if it's discovered as a fake, your business reputation could take a serious hit. For this reason, Amazon recently banned incentivized reviews to ensure that all product reviews are authentic and genuine. Letting your customers know that reviews help increase your business, or help you figure out where your product or service needs improvement, will encourage them to leave a review. The point of showing reviews and testimonials is to share your brand with prospects and being genuine is always the best practice.

If you do choose to offer free or discounted products in exchange for a review by an "influencer," such as a blogger or social media user with a lot of followers, be aware that the Federal Trade Commission has a set of detailed Endorsement Guides for anyone publicly endorsing a product at the request of a brand.

According to the FTC's website, these guides are meant to disclose advertiser relationships and "reflect the basic truth-in-advertising principle that endorsements must be honest and not misleading.

FTC guidelines notwithstanding, Matt Iswariah of Luxzura said he thinks influencers should always mention if they received a product for free or at a discount, even if they're not doing a full review.

Machine Learning

I see many blogs that do include disclaimers to show how they received the product," Iswariah said. If a customer agrees to leave you a review, keep an eye out for it online, Osmond said.At the end of the sign-up form, I entered the Bet365 bonus code and then the next step was to make a deposit.

Again, that was simple enough, just like any online payment, and the funds appeared in my betting account immediately, to start wagering. When I signed up with Bet365, I was impressed by how many different sporting events and leagues I could find at the sportsbook.

Of course, these are available to all customers, regardless of whether the Bet365 bonus code was entered at sign-up or not. The most popular sports, like soccer and horse racing, are there, but also many other events which are much less mainstream. For example, if you are a big fan of hockey, you can find a lot of betting options on that sport. After a while, I transferred part of my playing balance over to the casino section to try that out.

I played some small stakes spins on the jackpot slots (no life-changing win just yet. I had a nice winning streak on blackjack but a little less luck on roulette, but ended up just about breaking even on my playing time. The casino section has a range of regular promotions, which can vary from deposit bonuses to competitions and cashback. I checked back a few times since signing up and these changed pretty often, so be sure to know what you are claiming beforehand to avoid disappointment.

I don't know so much about poker, but I figured it was worth trying out as I like card games in general. I downloaded the Bet365 poker software onto my laptop, at no charge, and tried out a few rounds on various different tables. Eventually I got bored and decided to watch some TV instead. Sometimes I get the urge to place a bet when I am out and about, for example waiting for the bus or getting a haircut. However, being a forgetful person, I then miss out on the best odds, or completely forget to place the bet, which is pretty disappointing.

So when I saw there was a Bet365 sports app on the App Store, I thought to myself why not. It gave me access to my new account, so I could make bets, manage payments and more from the palm of my hand. In fact I later learned that the Bet365 bonus code can also be entered on the app when signing up, so I could have done this if I had wished.

That's a useful tip for anyone else who is reading this blog on mobile and may wish to sign up today. Also, there are loads of different apps available, depending on your preferred kind of betting and gaming service. So if you're exclusively a bingo lover, you can download the bingo app. Likewise for poker, games, live casino, Vegas and more. From my experience, the Bet365 apps don't take up too much space. In fact, I was able to download several and have them on my phone at the same time.

In the end I deleted the others and just kept the sports betting app, as that was my favourite. Never again will I have to worry about getting bored when on the go. Just like the Bet365 bonus code scheme and betting markets, I found the live sports streaming pretty cool too. I don't have any subscription to cable or satellite TV, as it seems like a waste of money when I can watch sports in a bar or at a friend's house instead.We booked our own day tours.

Meals were expensive but delicious. Nordic Visitor crafted an amazing trip for us. Our family of 8 had an experience of lifetime in an absolutely beautiful place. Our guide for the trip, was outstanding. He was clear, informative, and positive. It was easy to see how reliable and responsible he is and how important it was for all of his travelers to have a good time. He went above and beyond to make sure everyone had a good experience.

I loved the balance of having an overview tour for each city along with time to explore on our own. That was a great balance. I also appreciated the absence of unexpected pressure or expense to add on additional transportation or side tours that some tour packages market. And I appreciated the absence of pressure to tip tour guides and drivers. In some countries there is high specific pressure to pay certain amounts to those workers. I prefer the staff to be paid well up front and to leave tips optional.

The support that Cicci and her colleagues provided was outstanding. We had a few minor things that needed to be adjusted during our trip and we received immediate and prompt service. All questions were addressed quickly and when changes were required, all our requests were met with a willing attitude. The trip was wonderful and it was nice to know that we had someone to contact should we have encountered any problems.

Machine Learning - PowerPoint PPT Presentation

We were very pleased with the service provided by our travel consultant, Sofia. She was very prompt in replying to all our queries. We enjoyed the itinerary where different experiences were offered - various train rides and cruises. The hotels were good, all centrally located and spacious with very good breakfasts provided.

Everything is planned for with detailed information, maps and vouchers. All we needed to do was present ourselves at the various venues. We felt assured that there is someone who knows our plans and who we could call upon should we require any assistance. I would definitely recommend Nordic Visitor to anyone who wants to go Scandinavia on a free-and-easy yet have all the hassle of planning taken care of.

machine learning ppt

Christoph did an excellent job in arranging this tour for my family. Very well done and very appreciate the efforts put in to this arrangement. Please express our sincere thanks to Christoph. This survey is a bit late in arrival.

machine learning ppt

But better late than never. After all these months, we still think of the Scotland trip and how well it was planned. We still remember Christoph. I have put comments in TripAdvisor but again, Helga was terrific. I could always rely on her to answer my emails the following morning and the additional advice she provided was invaluable. The planning and organization of the trip is indeed Nordic Visitor's strength.

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