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Machine Learning PowerPoint Templates & Google Slides Themes

Download and empower your presentations with ai and data science infographics.

  • Related searches:
  • Artificial intelligence
  • Neural network
  • Deep learning
  • Data science

Free Types of Machine Learning Presentation Template

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Explore our collection of Machine Learning PowerPoint templates at PoweredTemplate, offering a range of premium templates ideal for professionals in AI, data science, and technology. Whether you're presenting on neural networks, predictive modeling, or deep learning algorithms, our editable templates provide powerful tools for visualizing complex concepts.

Enhance Data Visualization

Discover free download options and premium templates designed as infographics to simplify data analysis and illustrate machine learning models with clarity. Utilize these presentation slides to explore artificial intelligence (AI) and predictive analytics through customizable graphics and data visualization techniques.

Customizable and Versatile

Tailor your presentations with editable templates that allow you to adjust colors, layouts, and content to suit your specific needs. Enhance understanding and engagement with professionally crafted slides that convey algorithms, analytics, and data mining processes effectively.

Ideal for Professionals in AI and Data Science

Our templates cater to professionals in AI, data analysis, and technology sectors, providing essential tools for showcasing machine learning advancements and AI applications. Use them for illustrating data science methodologies, AI algorithms, and predictive modeling strategies.  

Professional Quality

Crafted with attention to detail and featuring deep learning visuals, our templates ensure your presentations are informative and visually compelling. Impress your audience with machine-learning PowerPoint templates that highlight technological innovations and data-driven insights.

Start Visualizing Machine Learning Concepts

Download our Machine Learning PowerPoint templates today and transform your presentations into dynamic narratives that demonstrate the power of AI and data science.

Machine Learning PowerPoint Presentation Themes FAQ

What are machine learning powerpoint templates.

A PowerPoint template is a pattern or blueprint for your slides that you save as a .pptx or .potx file.

All the Machine Learning PowerPoint templates are natively built in PowerPoint, using placeholders on the slide master, color palettes, and other features in PowerPoint, and can contain layouts, theme colors, theme fonts, theme effects, background styles, and even content (according to Microsoft Office).

How to choose Machine Learning PowerPoint templates for presentations?

Choose after carefully studying the template features and viewing the big preview images. All the product information is on the product page in the description and a list of the features can be found in the horizontal scrolling bar under the Download button. You may download a few free templates before making the final decision.

Who are Machine Learning PowerPoint templates suitable for?

Why do i need machine learning powerpoint templates.

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machine learning ppt presentation free download

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Introduction to Machine learning

  • by Refresh Science
  • July 17, 2020 January 22, 2023

Machine learning is an application of artificial intelligence that involves algorithms and data that automatically analyse and make decision by itself without human intervention. It describes how computer perform tasks on their own by previous experiences. Therefore we can say in machine language artificial intelligence is generated on the basis of experience.

The difference between normal computer software and machine learning is that a human developer hasn’t given codes that instructs the system how to react to situation, instead it is being trained by a large number of data.

machine learning ppt presentation free download

Uses of Machine Learning

Some of the machine learning algorithms are:

  • Neural Networks
  • Random Forests
  • Decision trees
  • Genetic algorithm
  • Radial basis function

Download Machine Learning PowerPoint Presentation for free

Note : If the download link is not working, kindly let us know in comment section.

Types of Machine Learning

There are three types of machine learning

Supervised learning

  • Unsupervised learning
  • Reinforcement learning

Supervised learning is a technique where the program is given labelled input data and the expected output data. It gets the data from training data containing sets of examples. They generate two kinds of results :

Classification: They notify the class of the data it is presented with.

Regression: they expect the product to produce a numerical value.

UNSUPERVISED LEARNING

This type of algorithm consists of input data without labelled response. There will not be any pre existing labels and human intervention is also less. It is mostly used in exploratory analysis as it can automatically identify the structure in data.

REINFORCEMENT LEARNING

This model is used in making a sequence of decisions. It is an learning by interacting with the environment. It is based on the observation that intelligent agents tend to repeat the action that are rewarded for and refrain from action that are punished for. It can be said that it is an trail and error method in finding the best outcome based on experience.

Machine Learning Uses:

  • Traffic prediction
  • Virtual Personal Assistant
  • Speech recognition
  • Email spam and malware filtering
  • Bioinformatics
  • Natural language processing

Real Time Examples for Machine Learning

Traffic prediction:.

By using GPS navigation service out location are saved at the central server for managing traffic. Based on the number of gps tracked at the location traffic at the particular Street is identified.

Virtual Personal Assistant: 

Smart Speakers, Smartphones and apps like google allo.

Online Transportation:

In apps like uber the available vehicle near our area, the estimated cost and distance of the travel are computed using this technique.

Social Media Services:

In app like Facebook personalizing our news feed, people you may know are done using Machine learning.

Email spam filtering:

There are number of approaches clients use. These filters are continuously updated and powered by machine learning.

Product Recommendation:

In online shopping while we search for a product all its relavant products are displayed in our screen . It is based on the technique of machine learning.

Online Fraud detection:

Tracking monetary frauds online by making cyber space a secure place is an example of machine learning.

Best Programming Languages for Machine Learning:

Some of the best and most commonly used machine learning programs are

  • JavaScript,

machine learning ppt presentation free download

Machine Learning vs Artificial Intelligence

Difference Between Machine Learning And Artificial Intelligence

Artificial Intelligence is a concept of creating intelligent machines that stimulates human behaviour whereas Machine learning is a subset of Artificial intelligence that allows machine to learn from data without being programmed.

Advantages of ML

  • Fast, Accurate, Efficient.
  • Automation of most applications.
  • Wide range of real life applications.
  • Enhanced cyber security and spam detection.
  • No human Intervention is needed.
  • Handling multi dimensional data.

Disadvantages of ML

  • It is very difficult to identify and rectify the errors.
  • Data Acquisition.
  • Interpretation of results Requires more time and space.

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Machine Learning Infographics

It seems that you like this template, free google slides theme, powerpoint template, and canva presentation template.

Machine learning is the future of science! It allows computers to identify trends, patterns, manage data… and all that while improving themselves on their own! Since it is so profitable, machine learning and data science studies are becoming more and more common on universities and employers are always hiring. Explain how computers went from “Hello world!” to being almost independent with these infographics: they are full of editable resources so that you can explain neural networks, algorithms, the differences between supervised, unsupervised and reinforcement learning… Science won’t be complicated if you use visual elements like these to explain it!

Features of these infographics

  • 100% editable and easy to modify
  • 32 different infographics to boost your presentations
  • Include icons and Flaticon’s extension for further customization
  • Designed to be used in Google Slides, Canva, and Microsoft PowerPoint and Keynote
  • 16:9 widescreen format suitable for all types of screens
  • Include information about how to edit and customize your infographics

How can I use the infographics?

Am I free to use the templates?

How to attribute the infographics?

Attribution required If you are a free user, you must attribute Slidesgo by keeping the slide where the credits appear. How to attribute?

machine learning ppt presentation free download

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Machine Learning PPT Slides Machine Learning Pattern Based Mockup PDF

Machine Learning PPT Slides Machine Learning Pattern Based Mockup PDF

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Tools And Techniques Of Machine Learning What Is Supervised Machine Learning Ppt Icon Infographics PDF

Tools And Techniques Of Machine Learning What Is Supervised Machine Learning Ppt Icon Infographics PDF

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Boosting Machine Learning What Is Supervised Machine Learning Ppt PowerPoint Presentation Gallery Clipart PDF

Boosting Machine Learning What Is Supervised Machine Learning Ppt PowerPoint Presentation Gallery Clipart PDF

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AI Machine Learning Presentations Application Of Machine Learning Ppt Summary Good PDF

AI Machine Learning Presentations Application Of Machine Learning Ppt Summary Good PDF

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Boosting Machine Learning 7 Steps Of Machine Learning Ppt PowerPoint Presentation Professional Elements PDF

Boosting Machine Learning 7 Steps Of Machine Learning Ppt PowerPoint Presentation Professional Elements PDF

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AI Machine Learning Presentations 7 Steps Of Machine Learning Ppt Professional Objects PDF

AI Machine Learning Presentations 7 Steps Of Machine Learning Ppt Professional Objects PDF

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Machine Learning Implementation And Case Study Machine Learning Ppt Inspiration Deck PDF

Machine Learning Implementation And Case Study Machine Learning Ppt Inspiration Deck PDF

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Boosting Machine Learning Challenges And Limitations Of Machine Learning Ppt PowerPoint Presentation Portfolio Infographics PDF

Boosting Machine Learning Challenges And Limitations Of Machine Learning Ppt PowerPoint Presentation Portfolio Infographics PDF

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AI Machine Learning Presentations Challenges And Limitations Of Machine Learning Ppt Infographic Template Designs Download PDF

AI Machine Learning Presentations Challenges And Limitations Of Machine Learning Ppt Infographic Template Designs Download PDF

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Machine Learning Implementation And Case Study Application Of Machine Learning Ppt Layouts Clipart Images PDF

Machine Learning Implementation And Case Study Application Of Machine Learning Ppt Layouts Clipart Images PDF

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Machine Learning Implementation And Case Study 7 Steps Of Machine Learning Ppt Portfolio Background Image PDF

Machine Learning Implementation And Case Study 7 Steps Of Machine Learning Ppt Portfolio Background Image PDF

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6 Stage Infographic Visual For Continuous Learning Model Machine Learning Ppt PowerPoint Presentation Gallery Summary PDF

6 Stage Infographic Visual For Continuous Learning Model Machine Learning Ppt PowerPoint Presentation Gallery Summary PDF

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Icons Slide For Explainable Machine Learning Ppt Infographic Template Themes PDF

Icons Slide For Explainable Machine Learning Ppt Infographic Template Themes PDF

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Icons Slide For Machine Learning PPT Slides Ppt File Icons PDF

Icons Slide For Machine Learning PPT Slides Ppt File Icons PDF

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Digital Marketing And Machine Learning Ppt Powerpoint Presentation Styles Design Inspiration

Digital Marketing And Machine Learning Ppt Powerpoint Presentation Styles Design Inspiration

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Coding For AI And Machine Learning Ppt PowerPoint Presentation File Slideshow PDF

Coding For AI And Machine Learning Ppt PowerPoint Presentation File Slideshow PDF

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Networking Concept By Algorithm Machine Learning Ppt PowerPoint Presentation Gallery Introduction PDF

Networking Concept By Algorithm Machine Learning Ppt PowerPoint Presentation Gallery Introduction PDF

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AI High Tech PowerPoint Templates Machine Learning Ppt Portfolio Portrait PDF

AI High Tech PowerPoint Templates Machine Learning Ppt Portfolio Portrait PDF

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Free Machine Learning PowerPoint Templates

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Free Dark Artificial Intelligence PowerPoint Template

Unleash the potential of your presentations with the Free Dark Artificial Intelligence PowerPoint Template, an epitome of modern design fused with technological prowess. This fully customizable AI template for Microsoft PowerPoint stands out with its high-tech aesthetic, suitable for showcasing advancements in AI, the rise of AI in technology space, machine learning algorithms, robotics, and …

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Free Machine Learning PowerPoint Template

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Free - Download Free Machine Learning PPT Template & Google Slides

Download Free Machine Learning PPT Template & Google Slides

Free Machine Learning PowerPoint Slide

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Machine Learning PowerPoint Template

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machine learning ppt presentation free download

The free Machine Learning PowerPoint Template has a blue background with an interesting illustration so it fits with the topic. The template is suitable for presentations about artificial intelligence, computer science, program instructions, data breaches, computer vision, statistics, analytics etc. This template can be used by students, IT experts, AI engineers, teachers and other presenters. This template will be perfect for presenting all kinds of deep learning, inductive logic programming, vector machines, networks, metric learning, and algorithms. If you want to make a beautiful presentation with a professional look, this is the right PPT background for you. There are more similar templates that you can find in our Technology Category . You can also find similar backgrounds by browsing through labels such as  technology , development , programming …

How to Use Machine Learning PPT Template and Background?

You have a choice! You can either put a cool background into your current presentation or use our PowerPoint template. If you’re making a new presentation, our templates are ready to assist you. This template is made to be simple, so you’ll find it easy to use and your work will go really smoothly.

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Download Machine Learning PowerPoint Templates for your Data Science Presentations. In this category you will find Professional Business Presentation Templates designed for  Machine Learning, including PowerPoint themes, PowerPoint Icons and ML metaphors.

Machine Learning is a term used for describing a field in computer science which makes use of statistical methods to create algorithms capable of learning through data, without programming explicit routines or rules. SlideModel.com Machine Learning presentations are created to describe this field of study in a generic overall approach and with a business audience in mind.

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Top 10 Machine Learning Deep Learning PowerPoint Presentation Templates in 2024

Unlock the power of advanced technology with our fully editable and customizable PowerPoint presentations on Machine Learning and Deep Learning. Designed for professionals, educators, and students alike, these presentations provide a comprehensive overview of the concepts, techniques, and applications of artificial intelligence. With visually engaging slides, you can effortlessly convey complex ideas, making them accessible to your audience. Use cases for these presentations are vast and varied. Whether you're presenting at a tech conference, conducting a workshop, or teaching a course, our slides cover essential topics such as supervised and unsupervised learning, neural networks, and real-world applications in industries like healthcare, finance, and marketing. Tailor the content to fit your specific audience, ensuring that both novices and experts can grasp the intricacies of machine learning and deep learning. The flexibility of our editable formats allows you to incorporate your own data, examples, and insights, enhancing the relevance and impact of your presentation. Elevate your communication and inspire your audience with our meticulously crafted PowerPoint slides, designed to facilitate understanding and foster discussion in the dynamic field of artificial intelligence.

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Comprehensive Training Curriculum on Artificial Intelligence Training PPT

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Artificial Intelligence Machine Learning Deep Learning Ppt Powerpoint Presentation Slide Templates

Presenting our Artificial Intelligence Machine Learning Deep Learning PPT PowerPoint Presentation Slide Templates. This is a completely adaptable PPT slide that allows you to add images, charts, icons, tables, and animation effects according to your requirements. Create and edit your text in this 100% customizable slide. You can change the orientation of any element in your presentation according to your liking. The slide is available in both 4:3 and 16:9 aspect ratios. This PPT presentation is also compatible with Google Slides.

Choose our Artificial Intelligence Machine Learning Deep Learning PPT PowerPoint Presentation Slide Templates to understand this popular branch of computer science. Acquaint your audience with the process of building smart, capable machines that can perform intelligent tasks with the help of this neural network PPT presentation. Exhibit the difference between AI, machine learning, and deep learning through this informative robotics PPT design. Elaborate on the wide range of areas that can benefit from artificial intelligence like supply chain, customer experience, human resources, fraud detection, research, and development by taking the aid of this computer science PPT slideshow. Highlight the booming rate of AI business and its future revenue forecast by downloading this thought-provoking and indulging information technology PowerPoint graphics. Save your time and efforts with these pre-ready and professionally crafted content-specific slides. It will educate your audience about this complex process in an easy yet efficient way. Download our artificial intelligence presentation to create a roadmap for the growth and expansion of your business.

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Artificial intelligence and machine learning powerpoint presentation slides complete deck

SlideTeam presents Artificial Intelligence And Machine Learning Powerpoint Presentation Slides. This complete deck is replete with 98 PPT templates. Each PowerPoint slide is made up of 100% modifiable design elements. Customize text, font, colors, shapes, orientation, patterns, and background. Convert the file format into PDF, PNG, or JPG as and when suitable. Use Google Slides for easy access. It is compatible with standard and widescreen resolutions.

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Differences Between Machine Learning ML Artificial Intelligence AI And Deep Learning DL

Differences between Machine Learning ML Artificial Intelligence AI and Deep Learning DL is for the mid level managers to give information about what is AI, what is Machine Learning, what is deep learning, Machine learning process. You can also know the difference between Machine learning and Deep learning to understand AI, ML, and DL in a better way for business growth.

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Best 10 Generative AI Tools For Everything Powerpoint Presentation Slides AI CD

Deliver this complete deck to your team members and other collaborators. Encompassed with stylized slides presenting various concepts, this Best 10 Generative AI Tools For Everything Powerpoint Presentation Slides AI CD is the best tool you can utilize. Personalize its content and graphics to make it unique and thought-provoking. All the eighty three slides are editable and modifiable, so feel free to adjust them to your business setting. The font, color, and other components also come in an editable format making this PPT design the best choice for your next presentation. So, download now.

Various powerful tools are emerging in the field of Generative AI, allowing users to generate new content actively, including text, images, music, code, and query solving. The best 10 Generative AI Tools for Everything template helps enhance how humans interact with the world around them. This Creative AIdeck allows users to explore the possibilities of generative AI such as ChatGPT, Midjourney, Synthesia AI, Soundraw, Replit, StarryTars, Writesonic, Pictory, Remini, and Wordtune. Moreover, the Generative AI tools template substantially impacts various fields, such as music, art, and literature. Furthermore, in the Data-driven creativity presentation, all of the tools are developed to save time while preparing a creative realm accessible to more humans. Lastly, the Artificial Imagination PPT tools are chosen based on several considerations, willingness to spend on the tool, technical expertise of the user, user-friendliness of the device, and agency competency. Download our 100 percent editable and customizable artificial intelligence ppt to know more in detail.

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How AI Is Revolutionizing Finance Industry Powerpoint Presentation Slides AI CD

This complete presentation has PPT slides on wide range of topics highlighting the core areas of your business needs. It has professionally designed templates with relevant visuals and subject driven content. This presentation deck has total of one hundred nineteen slides. Get access to the customizable templates. Our designers have created editable templates for your convenience. You can edit the color, text and font size as per your need. You can add or delete the content if required. You are just a click to away to have this ready-made presentation. Click the download button now.

Artificial Intelligence AI in finance is a strategy of leveraging data and machine learning ML for managing money and streamlining the operations of financial institutions. Grab our How AI is revolutionizing the finance industry template. It assists organizations in getting familiar with AI finance by referring to aspects such as benefits, statistics, use cases, the latest trends, etc. Our AI Banking deck highlights various AI technologies financial institutions use, such as deep learning, machine learning, computer vision, and natural language processing. Furthermore, it shows the usage of AI in different areas of finance, such as wealth management, banking, insurance, FinTech, and corporate finance. Our AI Insurance PPT also highlights the usage of AI finance in banking and insurance for fraud detection, customer KYC, credit scoring, debt collection, etc. It further shows AI applications for increasing the sales of financial products. Moreover, our AI FinTech module offers various AI tools for automated market trading, fraud detection, and customer experience enhancement. It also highlights Open AI ChatGPT tools and the future impacts of AI on finance jobs and different business functions. Lastly, it highlights case studies of companies leveraging AI to improve operations. Get instant access.

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How To Use Google AI For Business Powerpoint Presentation Slides AI CD

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Synthesia AI Video Generation Platform Powerpoint Presentation Slides AI CD

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ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING - PowerPoint PPT Presentation

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ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING

Ai and machine learning (ml) are the two most talked about buzzwords today. they open a vivid world of opportunities.ai is beyond and ahead in every niche, it has stepped in. we are in a age, where the youth is more into self-auto-powered things like siri, alexa, google, etc. they are least keen about doing things on their own. #henryharvineducation #machinelearning – powerpoint ppt presentation.

  • HENRY HARVIN EDUCATION
  • AI brings with it a promise of genuine human-to-machine interaction. Computer science defines AI research as the study of intelligent agent, a device that perceives its environment and takes actions that maximize its chance of successfully achieving its goals.
  • We always think we can solve problems on our own, but in recent studies, we have come across that computer has become more versatile and humane in terms of solving problems, both emotionally and manually with an advance in AI.
  • AI was first used in 1956, at a computer science conference in Dartmouth. AI described an attempt to model how the human brain works and, based on this knowledge create more advanced computers. Since then, more than 60 years, the scientist and researchers have taken many brainstorming sessions. They collected the brightest minds of the centuries and fed the computers with that. Though it turned out to be complicated, but they came out with the understanding and developed a protocol of learning, natural language processing and creativity through AI, and thus liberated humanity from many of its troubles.
  • Though AI is ubiquitous computer is still far from perfection. But, never give up attitude of the programmers is leading us to achieve and activate human brain into the computer memory.
  • Machine learning as the Wikipedia says is a subset of AI that provides systems the ability to automatically learn and improve from experience without being explicitly programmed. It uses different algorithms that help to solve problems.
  • HAs we all know, various machines nowadays work on verbal commands, scan pictures, drive automated cars and play games. It wont be far when these will start walking among us. To make it easier to understand, I would like to place an example for you from daily life-choosing a song to play(imusic)it will ask you your liking of genre, find various options will filter and sort and finally play your choice.
  • All this happens with the help of machine learning, i. e. computer learns on its own and provide you with a solution.
  • Weak or narrow AI
  • You must have heard of Deep Blue, the first computer to defeat a human in chess, and that too, Gary Kasporav in 1996.how did this happen? Deep Blue was capable of generating and evaluating about 200 million chess positions per second and is an early example of weak AI.it is widely used nowadays in science, business and healthcare. Another example is AlphaGo.
  • Who doesnt like to be independent? Strong AI is the same. It is the point in the future where machines become human like. They decide and learn without any human inputs. They are competent, solve logical tasks and have emotions too.
  • Now the question arises how to build a living machine? You must have watched many robotic movies, in which the machines show emotions but at the end, they have their limitations and ultimately fail the human emotions.
  • The advancement of technology has given us chatbots and virtual assistants that are good at maintaining a conversation. Experiments are still in action to make them humane but reproducing emotional reactions doesnt make them emotional, will they?
  • Super intelligence
  • It is the near future of machines that are par excellence? A big question
  • Machines can be smart, wise, creative with social skills, and the goal may be to better the lives of human but creating autonomous emotional machines like the bicentennial Man, can be a dream come true for any of the scientists.
  • Right now, to make super intelligent machines they are focusing more on
  • Machine reasoning information on database or library, includes SEO planning.
  • Robotics building, development and controlling robots.
  • Machine learning study of algorithms.
  • Datasets the special collection of samples are called datasets. The samples can be numbers, images, texts or any other kind of data.
  • Features it is the key to the solution of the task. They demonstrate to the machine what to pay attention to.
  • Algorithm it is an ensemble learning, where we use different algorithms to achieve better performance. Depending on the algorithm, the accuracy or speed of getting the results can be different.
  • Any software using machine learning is independent than manually encoded instructions for performing specific tasks. If the quality of the dataset was high, and the features were chosen right, a machine learning powered system can become better at a given task than humans.
  • For more information https//www.henryharvin.com/
  • https//www.henryharvin.com/machine-learning-cours e-using-python
  • Contact 91-9015266266

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Machine Learning

Apr 29, 2021

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Machine Learning is the science of teaching machines to learn and behave like people, and to refine their learning over time in an autonomous manner, using evidence and knowledge from experiments and real-world experiences.

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introduction • Machine learning is a branch of artificial intelligence (AI) that allows computers to learn and develop on their own without having to be directly programmed. Machine learning is concerned with the development of computer programmes that can access data and learn on their own. • Some of the examples are Image Recognition. Image recognition is one of the most common uses of machine learning. Speech Recognition. Speech recognition is the translation of spoken words into the text.

Types of Machine Learning • Supervised Learning Supervised learning describes a class of problem that involves using a model to learn a mapping between input examples and the target variable. Applications in which the training data comprises examples of the input vectors along with their corresponding target vectors are known as supervised learning problems.

Types of Machine Learning • Unsupervised learning  It describes a class of problems that involves using a model to describe or extract relationships in data. Compared to supervised learning, unsupervised learning operates upon only the input data without outputs or target variables. As such, unsupervised learning does not have a teacher correcting the model, as in the case of supervised learning. In unsupervised learning, there is no instructor or teacher, and the algorithm must learn to make sense of the data without this guide. • Reinforcement Learning Reinforcement learning describes a class of problems where an agent operates in an environment and must learn to operate using feedback. Reinforcement learning is learning what to do — how to map situations to actions—so as to maximize a numerical reward signal. The learner is not told which actions to take, but instead must discover which actions yield the most reward by trying them.

About Us • LearnBay is a Bangalore based Data Science Institute which is dedicated to help students , professionals to become Industry – ready in Data Science. LearnBay provides IBM Certificates in Data Science. • Our Key features are : • 200 + Hours of classroom sessions • Live classes with recording of all the classes • Flexibility in Scheduling classes • Class strength not more than 10 • Highly qualified trainers • 12+ Real time project and case studies • Job Assistance – Resume building, mock interview and job referrals • https://www.learnbay.in/

Contact Us • Address : Learnbay,19/1,2nd Floor, Classic Aura(Beside Aricent),Marathahalli - Outer Ring Road,Kadubeesanahalli, Bengaluru, Karnataka • Email : [email protected] • Cell No :+918861279311

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Machine Learning

Machine Learning. for Network Intrusion Detection. Dr. Marius Kloft, Dipl.-Math. TexPoint fonts used in EMF. Read the TexPoint manual before you delete this box.: A A A A A A A A A A A A A. Personal Information. Berkeley, California. Dr. Marius Kloft Studies

688 views • 21 slides

Machine Learning

Machine Learning. Lecture 9 Support Vector Machines. Based on slides from Prof. Ray Mooney . Perceptron Revisited: Linear Separators . Binary classification can be viewed as the task of separating classes in feature space:. w T x + b = 0. w T x + b > 0. w T x + b < 0.

709 views • 24 slides

MACHINE LEARNING

MACHINE LEARNING

MACHINE LEARNING. Marc Chagall. (Vincent van Gogh). Marc Chagall ? Or Vincent van Gogh?. (Paul Gaugin ). (Vincent van Gogh). Gaugin or Van Gogh?. Induction vs Deduction .

1.04k views • 49 slides

Machine Learning

Machine Learning. Kenton McHenry, Ph.D. Research Scientist. Raster Images. image(234, 452) = 0.58. [ Hoiem , 2012]. Neighborhoods of Pixels. For nearby surface points most factors do not change much Local differences in brightness. [ Hoiem , 2012]. Features. Feature Descriptors.

743 views • 53 slides

Machine Learning

Machine Learning. Lecture 10 Decision Tree Learning. Decision Trees. A hierarchical data structure that represents data by implementing a divide and conquer strategy Can be used as a non-parametric classification and regression method.

763 views • 51 slides

Machine Learning

Machine Learning. Dr. Xin Chen College of Life Sciences Zhejiang University. The Instructor. Research Areas: 1. Biological Knowledge Representation & Integration 2. Machine Learning in Bioinformatics 3. Computer Aided Drug Design

261 views • 7 slides

Machine Learning

Machine Learning. Clustering. Clustering. Grouping data into (hopefully useful) sets. Things on the left. Things on the right. Clustering. Unsupervised Learning No labels Why do clustering? Hypothesis Generation/Data Understanding Clusters might suggest natural groups. Visualization

511 views • 26 slides

Machine Learning

Machine Learning. Computer Vision James Hays, Brown. Slides: Isabelle Guyon , Erik Sudderth , Mark Johnson, Derek Hoiem. Photo: CMU Machine Learning Department protests G20. Clustering: group together similar points and represent them with a single token Key Challenges:

638 views • 41 slides

Machine learning Courses | Machine Learning Training

Machine learning Courses | Machine Learning Training

Triad Square Infosec Pvt Ltd, specially designed most trend courses like Machine learning, Data science and artificial Intelligence courses. We provide more courses with industry experts. We offer Online and classroom classes situated in Bangalore.

262 views • 1 slides

Machine Learning

Machine Learning. CS311 David Kauchak Spring 2013. Some material borrowed from : Sara Owsley Sood and others. Admin. Two talks this week Tuesday lunch Thursday lunch Midterm exam posted later today Assignment 4 How’s it going? Due Friday at 6pm No office hours on Friday.

582 views • 50 slides

Machine Learning

Machine Learning. Classification Methods Bayesian Classification, Nearest Neighbor, Ensemble Methods. Bayesian Classification: Why?. A statistical classifier : performs probabilistic prediction, i.e., predicts class membership probabilities Foundation: Based on Bayes’ Theorem.

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Machine Learning

Machine Learning. A large and fascinating field; there’s much more than what you’ll see in this class!. What should we try to learn, if we want to…. make computer systems more efficient or secure? make money in the stock market? avoid losing money to fraud or scams? do science or medicine?

447 views • 39 slides

Machine Learning

Machine Learning. Genetic Programming. G P quick overview. Developed: USA in the 1990’s Early names: J. Koza Typically applied to: machine learning tasks (prediction, classification…) Attributed features: competes with neural nets and the like needs huge populations (thousands) slow

279 views • 23 slides

Machine Learning

Machine Learning. Berlin Chen 2006. References: 1. E. Alpaydin, Introduction to Machine Learning , Chapter 1 2. Kantard, Data Mining: Concepts, Models, Methods and Algorithms , Chapter 1 3. Mitchell, Machine Learning , Chapter 1

652 views • 56 slides

Machine Learning

Machine Learning. Filename: eie426-machine-learning-0809.ppt. 2020/1/4. 1. Contents. Machine learning concepts and procedures Learning by recording cases Learning by building identification trees Simplification of decision rules. 2020/1/4. 2. Machine Learning.

397 views • 35 slides

Machine Learning

Machine Learning. Spring 2010 Rong Jin. CSE847 Machine Learning. Instructor: Rong Jin Office Hour: Tuesday 4:00pm-5:00pm Thursday 4:00pm-5:00pm Textbook Machine Learning The Elements of Statistical Learning Pattern Recognition and Machine Learning Many subjects are from papers

464 views • 37 slides

Machine Learning

Machine Learning. Usman Roshan Dept. of Computer Science NJIT. What is Machine Learning?. “ Machine learning is programming computers to optimize a performance criterion using example data or past experience. ” Intro to Machine Learning, Alpaydin, 2010 Examples: Facial recognition

231 views • 14 slides

Machine learning

Machine learning

Machine Learning is a wide area of Artificial Intelligence focused in the design and development of an algorithm that identifies and learn patterns exist in data provided as input. AI is the catalyst for IR 4.0

118 views • 5 slides

Machine Learning Projects | Machine Learning Applications | Machine Learning Training | Simplilearn

Machine Learning Projects | Machine Learning Applications | Machine Learning Training | Simplilearn

In this Machine Learning video, we'll look at the Top 10 Machine Learning Projects that are majorly used in the industries. You'll learn the different algorithms and the models that are required for the projects. This video will also help any Machine Learning enthusiast to get an idea about how these projects are being implements and what its benefits are. About Simplilearn Machine Learning course: A form of artificial intelligence, Machine Learning is revolutionizing the world of computing as well as all peopleu2019s digital interactions. Machine Learning powers such as innovative automated technologies as recommendation engines, facial recognition, fraud protection, and even self-driving cars. This Machine Learning course prepares engineers, data scientists, and other professionals with the knowledge and hands-on skills required for certification and job competency in Machine Learning. What skills will you learn from this Machine Learning course? By the end of this Machine Learning course, you will be able to: 1. Master the concepts of supervised, unsupervised and reinforcement learning concepts and modeling. 2. Gain practical mastery over principles, algorithms, and applications of Machine Learning through a hands-on approach which includes working on 28 projects and one capstone project. 3. Acquire thorough knowledge of the mathematical and heuristic aspects of Machine Learning. 4. Understand the concepts and operation of support vector machines, kernel SVM, naive Bayes, decision tree classifier, random forest classifier, logistic regression, K-nearest neighbors, K-means clustering and more. 5. Be able to model a wide variety of robust Machine Learning algorithms including deep learning, clustering, and recommendation systems ud83dudc49Learn more at: https://bit.ly/3fouyY0

430 views • 17 slides

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