Powerpoint Templates and Google slides for Learn.

This slide compares the most widely used content-based and collaborative filtering techniques on the basis of various aspects. These factors are information about items, cold-start problem, domain knowledge, discover new interests and other users data. Present the topic in a bit more detail with this Comparison Between Content Collaborative Filtering Recommendations Based On Machine Learning. Use it as a tool for discussion and navigation on Knowledge, Collaborative, Comparison. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide represents the user-user and item-item memory based collaborative filtering recommendation techniques. The purpose of this slide is to compare the two memory based collaborative filtering recommendation methods based on different factors. Deliver an outstanding presentation on the topic using this Comparison Between User User And Item Item Memory Recommendations Based On Machine Learning. Dispense information and present a thorough explanation of Comparison, Collaborative Filtering, Recommendation Techniques using the slides given. This template can be altered and personalized to fit your needs. It is also available for immediate download. So grab it now.

This slide demonstrate the working of content-based recommendation system. The purpose of this slide is to illustrate the flow diagram of content-based filtering. The steps include data storage, data processing, model training, deploy and visualize. Present the topic in a bit more detail with this Content Based Recommendation Systems Flow Diagram Recommendations Based On Machine Learning. Use it as a tool for discussion and navigation on Data Processing, Synapse Analytics, Model Evaluation Metric Tracking. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide talks about the idea behind the content based recommendation systems. The purpose of this slide is to show the two different ways of implementing a content based filtering model. These types include item-centred and user-centred filtering methods. Present the topic in a bit more detail with this Different Content Based Recommendation Approaches Recommendations Based On Machine Learning. Use it as a tool for discussion and navigation on Approaches, Personalized, Characteristics. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide highlights the three generations of recommender systems. The purpose of this slide is to outline the different types of recommendation techniques used in different generations. Main methods include content-based, collaborative and hybrid filtering. Increase audience engagement and knowledge by dispensing information using Different Generations Of Recommender System Technology Recommendations Based On Machine Learning. This template helps you present information on three stages. You can also present information on Generation, Factorization, Knowledge using this PPT design. This layout is completely editable so personaize it now to meet your audiences expectations.

This slide highlights several kinds of feedbacks used by recommender systems. The purpose of this slide is to outline the different ways of collecting feedbacks. These methods include explicit feedback, implicit feedback and hybrid feedback. Present the topic in a bit more detail with this Different Types Of Feedbacks Used By Recommender Systems Recommendations Based On Machine Learning. Use it as a tool for discussion and navigation on Description, Demonstrates, Product. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide talks about the disadvantages of using content-based filtering method. The purpose of this slide is to outline the drawbacks of content-based recommendation system. Increase audience engagement and knowledge by dispensing information using Disadvantages Of Content Based Technique Recommendations Based On Machine Learning. This template helps you present information on five stages. You can also present information on Recommendations, Characteristic, Representation using this PPT design. This layout is completely editable so personaize it now to meet your audiences expectations.

This slide represents the growth of the recommender systems. The purpose of this slide is to demonstrate the evolution process of various recommendation techniques being used from ancient times to modern era. It includes item hierarchy, attribute based, etc. Introducing Evolution Of Recommender Systems From Modern Era Recommendations Based On Machine Learning to increase your presentation threshold. Encompassed with six stages, this template is a great option to educate and entice your audience. Dispence information on Evolution, Collaborative, Decomposition, using this template. Grab it now to reap its full benefits.

This slide outlines the overview of a recommendation engine. The purpose of this slide is to represent the basic idea behind most widely used recommender systems.This slide also talks about vital role of recommendation techniques in todays world. Present the topic in a bit more detail with this F1610 Introduction To Recommender Systems Recommendations Based On Machine Learning. Use it as a tool for discussion and navigation on Introduction, Competition, Revenue. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide demonstrates the matrix factorization method to achieve model-based collaborative filtering. The purpose of this slide is to illustrate the working of matrix factorization method. User-item interactions matrix is formed with reconstructed interactions and reconstructions error matrix. Deliver an outstanding presentation on the topic using this F1611 Model Based Collaborative Factorization Method Recommendations Based On Machine Learning. Dispense information and present a thorough explanation of Interactions, Reconstruction, Factorization using the slides given. This template can be altered and personalized to fit your needs. It is also available for immediate download. So grab it now.

This slide demonstrates the non-parametric approach to achieve model-based collaborative filtering. The purpose of this slide is to illustrate the working of KNN algorithm to implement non-parametric method of model-based collaborative filtering. Introducing F1612 Model Based Parametric Approach Recommendations Based On Machine Learning to increase your presentation threshold. Encompassed with six stages, this template is a great option to educate and entice your audience. Dispence information on Collaborative, Approach, Recommendation, using this template. Grab it now to reap its full benefits.

Deliver an outstanding presentation on the topic using this F1613 Recommendations Based On Machine Learning Table Of Contents. Dispense information and present a thorough explanation of Collaborative, Factorization, Comparison using the slides given. This template can be altered and personalized to fit your needs. It is also available for immediate download. So grab it now.

This slide outlines the various features generated by the recommender system used by Spotify. These features include discover weekly playlists, daily mix playlists, user specific search results, etc. This slide also demonstrates the way in which feedback is collected by Spotifys recommender. Present the topic in a bit more detail with this Features Generated By Spotify Recommendation Technique Recommendations Based On Machine Learning. Use it as a tool for discussion and navigation on Recommendation, Technique, Suggestions. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide represents few companies which have been benefitted from using recommendation systems in their websites. The purpose of this slide is to justify the statement that investing in a good recommendation system is worthwhile. Increase audience engagement and knowledge by dispensing information using How Are Businesses Benefitted By Implementing R Systems Recommendations Based On Machine Learning. This template helps you present information on five stages. You can also present information on Businesses, Implementing, Recommendation using this PPT design. This layout is completely editable so personaize it now to meet your audiences expectations.

This slide talks about the hybrid algorithms used by Amazons recommender system. The purpose of this slide is to represent the working of Amazons hybrid algorithms. These algorithms are Bandit inference and casual inference. Present the topic in a bit more detail with this Hybrid Algorithms Bandit And Casual Interference Recommendations Based On Machine Learning. Use it as a tool for discussion and navigation on Interference, Recommended, Products. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide highlights the system design for hybrid recommendation systems used to provide efficient suggestions. The purpose of this this slide is to show the working of hybrid recommendation system design. These designs are parallel design and sequential design. Deliver an outstanding presentation on the topic using this Hybrid Recommendation System Technology Design Recommendations Based On Machine Learning. Dispense information and present a thorough explanation of Recommendation, Technology, Sequentially using the slides given. This template can be altered and personalized to fit your needs. It is also available for immediate download. So grab it now.

Present the topic in a bit more detail with this Icons Slide For Recommendations Based On Machine Learning. Use it as a tool for discussion and navigation on Icons. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide demonstrates about the different types of information used by recommender systems. These types include characteristic information and user-item interactions. This slide also talks about several points to be kept in mind regarding user-item interactions. Deliver an outstanding presentation on the topic using this Information Types Used By Recommendation Systems Recommendations Based On Machine Learning. Dispense information and present a thorough explanation of Information, Recommendation, Interactions using the slides given. This template can be altered and personalized to fit your needs. It is also available for immediate download. So grab it now.

This slide represents the basic idea behind the collaborative filtering recommendation technique used by various businesses. The purpose of this slide is to show the working of collaborative filtering method with the help of an illustrative example. Present the topic in a bit more detail with this Introduction To Collaborative Filtering Technique Recommendations Based On Machine Learning. Use it as a tool for discussion and navigation on Introduction, Collaborative, Recommendation Technique. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide represents the basic idea behind the content-base recommender system. The purpose of this slide is to illustrate the working of content-based recommendation filtering method by providing a real time example of their use. Deliver an outstanding presentation on the topic using this Introduction To Content Based Filtering Method Recommendations Based On Machine Learning. Dispense information and present a thorough explanation of Introduction, Product, Information using the slides given. This template can be altered and personalized to fit your needs. It is also available for immediate download. So grab it now.

This slide talks about hybrid recommender systems. The purpose of this slide is to illustrate the way in which a hybrid recommender works to provide suggestions to the user. The hybrid recommendation is combination of collaborative and content based filtering techniques. Present the topic in a bit more detail with this Introduction To Hybrid Recommendation System Technology Recommendations Based On Machine Learning. Use it as a tool for discussion and navigation on Technology, Recommendation, Concurrently. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide demonstrates the concept of item-centred Bayesian classifier. The purpose of this slide is to illustrate working and flow of item-centred content based approach used by recommendation engines. Present the topic in a bit more detail with this Item Centred Bayesian Classifier Approach Recommendations Based On Machine Learning. Use it as a tool for discussion and navigation on Approach, Characteristics, Interactions. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide talks about the basic idea behind item-item memory based collaborative filtering. The purpose of this slide is to demonstrate the working of item-centred memory based collaborative filtering approach. The matrix consists of positive, neutral and negative interactions. Deliver an outstanding presentation on the topic using this Item Item Memory Based Collaborative Filtering Recommendations Based On Machine Learning. Dispense information and present a thorough explanation of Collaborative, Suggestions, Interactions using the slides given. This template can be altered and personalized to fit your needs. It is also available for immediate download. So grab it now.

This slide outlines the step by step process of a recommender system. The purpose of this slide is to represent the flow of the working of a recommendation engine. The key points include user, application, user feedback and recommender system. Present the topic in a bit more detail with this Logical Process Of Recommender System Technology Recommendations Based On Machine Learning. Use it as a tool for discussion and navigation on Technology, Application, Recommender. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide talks about the matrix factorization and embeddings of neural nets. The purpose of this slide is to demonstrate the neural nets embedding and matrix factorization with the help of a movie rating matrix. Deliver an outstanding presentation on the topic using this Matrix Factorization And Embeddings Of Neural Nets Recommendations Based On Machine Learning. Dispense information and present a thorough explanation of Factorization, Decomposition, Optimization using the slides given. This template can be altered and personalized to fit your needs. It is also available for immediate download. So grab it now.

This slide talks about the memory based collaborative filtering method. The purpose of this slide is to provide the visualization of two memory based collaborative filtering techniques. These methods include user-based and item-based collaborative filtering. Present the topic in a bit more detail with this Memory Based Collaborative Filtering Techniques Recommendations Based On Machine Learning. Use it as a tool for discussion and navigation on Collaborative, Techniques, Interactions. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide talks about four steps to build a recommender system. The purpose of this slide is to explain the procedure of developing a recommendation engine. These steps include pre-processing, learning, evaluation and prediction. Present the topic in a bit more detail with this Primary Steps To Build Recommender System Recommendations Based On Machine Learning. Use it as a tool for discussion and navigation on Classification, Clustering, Dimensionality Reduction. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide talks about the various difficulties faced while implementing recommendation systems. These challenges include significant investments needed, numerous choices available, complex onboarding procedures, privacy concerns, cold-start problem etc. Deliver an outstanding presentation on the topic using this Recommender System Implementation Solutions Recommendations Based On Machine Learning. Dispense information and present a thorough explanation of Recommender System, Implementation, Solutions using the slides given. This template can be altered and personalized to fit your needs. It is also available for immediate download. So grab it now.

This slide represents the roadmap for deploying recommendation engine. The purpose of this slide is to outline the steps involved in deploying recommender in business. The key steps include study the scope, finalize the budget, find best suited method, train the model and implementation. Introducing Roadmap To Deploy Recommender System In Business Recommendations Based On Machine Learning to increase your presentation threshold. Encompassed with four stages, this template is a great option to educate and entice your audience. Dispence information on Business, Roadmap, Resources, using this template. Grab it now to reap its full benefits.

This slide demonstrates the methods of minimizing the greatest disadvantage of some recommendation algorithms. The are three main solutions to cold start problem named as representative approach, feature mapping and hybrid approach. Increase audience engagement and knowledge by dispensing information using Solutions To Minimize The Cold Start Problem Recommendations Based On Machine Learning. This template helps you present information on three stages. You can also present information on Representative Approach, Feature Mapping, Hybrid Approach using this PPT design. This layout is completely editable so personaize it now to meet your audiences expectations.

This slide talks about the various methods of evaluating the performance of a recommender systems. The purpose of this slide is to illustrate the ways to check if a recommendation system is good enough or not. These methods include K fold cross validation, MAE and RMSD. Present the topic in a bit more detail with this Statistical Measures To Recommender Systems Recommendations Based On Machine Learning. Use it as a tool for discussion and navigation on Statistical, Measures, Evaluate. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide demonstrates the best practices for creating and implementing recommender systems in business. The purpose of this slide is to outline the steps involved in building recommendation engine. The key steps include retrieval, filtering, scoring and ordering. Deliver an outstanding presentation on the topic using this Steps For Building And Deploying Recommender Systems Recommendations Based On Machine Learning. Dispense information and present a thorough explanation of Transform Features, Candidates, Ordering Business Logic using the slides given. This template can be altered and personalized to fit your needs. It is also available for immediate download. So grab it now.

This slide represents the system architecture of hybrid recommender system. The purpose of this slide is to illustrate the working of a hybrid recommender. The key points include input, information processing, predicted recommendation list and top recommended items . Present the topic in a bit more detail with this System Architecture Of Hybrid Recommendation System Recommendations Based On Machine Learning. Use it as a tool for discussion and navigation on Architecture, Recommendation, Information Processing. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide talks about the technique for building neural collaborative filtering system. The purpose of this slide is to illustrate the working flow of neural collaborative filtering method. The steps include output layer, neural CF layer, embedding layer and input layer. Present the topic in a bit more detail with this Techniques For Cf System Neural Collaborative Filtering Recommendations Based On Machine Learning. Use it as a tool for discussion and navigation on Techniques, Collaborative Filtering, Interactions. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide talks about the different recommendation methods used by Spotify to create suggestions for the users. These techniques include collaborative filtering, natural language processing and audio modelling. Deliver an outstanding presentation on the topic using this Techniques Used In Spotify Recommender System Recommendations Based On Machine Learning. Dispense information and present a thorough explanation of Collaborative Filtering, Natural Language Processing, Audio Modelling using the slides given. This template can be altered and personalized to fit your needs. It is also available for immediate download. So grab it now.

This slide shows the timeline for deploying a recommendation engine in the business. The key steps include studying the scope, identifying your objective, finalizing the budget, finding the best-suited method and implementing. Introducing Timeline To Implement Recommendation Engine In Business Recommendations Based On Machine Learning to increase your presentation threshold. Encompassed with five stages, this template is a great option to educate and entice your audience. Dispence information on Data Analysis, Finalize Objective And Budget, Develop Recommendation Model, using this template. Grab it now to reap its full benefits.

This slide represents the various types of recommender systems. The purpose of this slide is to outline the different recommendation techniques. These types are content-based, collaborative and hybrid filtering. Increase audience engagement and knowledge by dispensing information using Types And Applications Of Recommender System Techniques Recommendations Based On Machine Learning. This template helps you present information on three stages. You can also present information on Content Based, Collaborative, Hybrid Solutions using this PPT design. This layout is completely editable so personaize it now to meet your audiences expectations.

This slide demonstrates the concept of user-centred linear regression. The purpose of this slide is to illustrate the working and flow of user-centred content based approach used by recommendation engines. Present the topic in a bit more detail with this User Centred Linear Regression Recommendation Technique Recommendations Based On Machine Learning. Use it as a tool for discussion and navigation on Recommendation, Technique, Characteristics. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide talks about the basic idea behind user-user memory based collaborative filtering. The purpose of this slide is to demonstrate the working of user-centred memory based collaborative filtering approach. The matrix consists of positive, neutral and negative interactions. Deliver an outstanding presentation on the topic using this User User Memory Based Collaborative Filtering Recommendations Based On Machine Learning. Dispense information and present a thorough explanation of Positive Interactions, Neutral Interactions, Collaborative Filtering using the slides given. This template can be altered and personalized to fit your needs. It is also available for immediate download. So grab it now.

This slide represents the working of content-based movie recommendation system. The purpose of this slide is to explain the creation of a utility matrix of movie ratings. The key points include user-profile, item-profile and utility-matrix. Present the topic in a bit more detail with this Working Of Content Based Movie Recommendation Model Recommendations Based On Machine Learning. Use it as a tool for discussion and navigation on Representation, Establishes, Connection. This template is free to edit as deemed fit for your organization. Therefore download it now.

This slide illustrates the step by step working flow of Netflixs recommender system. The purpose of this slide is to show how movie recommendations are generated for the users. The main steps include rating by user, data pre-processing, prediction, etc. Deliver an outstanding presentation on the topic using this Working Process Of Netflix Recommender System Recommendations Based On Machine Learning. Dispense information and present a thorough explanation of Process, Recommender System, Algorithms using the slides given. This template can be altered and personalized to fit your needs. It is also available for immediate download. So grab it now.

This slide demonstrates the working of YouTubes recommendation system. The purpose of this slide is to explain the two main networks involved in video recommendation by YouTube. These networks are candidate generation and ranking. Present the topic in a bit more detail with this Working Process Of Youtube Recommendation Algorithm Recommendations Based On Machine Learning. Use it as a tool for discussion and navigation on Recommendation, Process, Candidate Generator Network. This template is free to edit as deemed fit for your organization. Therefore download it now.

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