✓ Run all code examples in your web browser works on Windows, macOS, and Linux (no dev environment configuration required! As this project is of utmost importance, samples of their best work prior to award should be submitted. Websites: Portfolio: arunsivakumar5 . Its the only book Ive seen so far that covers both how things work and how to actually use them in the real world to solve difficult problems. Learners will be able to use hands-on modern machine learning tools and python libraries. If you possess these skills and feel like you are up for the chal We need to create Excel App using Xamarin Syncfusion SDK. The sine of each element in the array xs is added to the random noise. My work involved collaborating with cross-functional teams to manage data selection, annotation, training, and testing to ensure the accuracy and robustness of the detection models. Check out the posts to get a feel for my teaching and writing style (not to mention the quality and depth of the tutorials). I need 5 freelancers to download an app to create an account. A. R. Gosthipaty and R. Raha. The PDF document is the original format I'm looking to convert, and I need the formatting to remain intact in the Excel document. We use the jax.tree_map method to apply the sgd function to each leaf node in the params PyTree. I want someone who has experience working with design concepts and ideas, as well as has worked with a variety of file formats. I'm excited to find the right person who can bring this project to life! Throughout the series, we have covered the theoretical concepts of JAX, and in this post, we will apply those concepts to train a machine learning model. I am looking forward to seeing the results of this project, and will be happy to provide feedback and guidance as needed. [Inside the book] he focuses on mastering deep learning concepts, lays down the theoretical foundation, develops interesting deep learning and computer vision projects with detailed explanation of Python scripts, and puts to your disposal priceless expertise to get you quickly engaged in the incredible field of deep learning. I wrote this book for you. I am looking for someone to complete a design project for me within 1 week. I am new gaming YouTube channel looking for a video editor to join my team. Megvii operates the worlds largest computer vision research institute.Our research team has developed advanced algorithms that have laid the foundation for many of the world's cutting-edge AI applications.Megvii is one of the few companies in the world with a proprietary deep learning framework. My goal is to create an engaging and easily navigable website that will allow customers to find what they are looking for quickly and efficiently. You'll learn in a fun, practical way with lots of code. This allows for nested structures, where the container types do not need to match. Lifetime Access 30-Day No-Questions-Asked Refund Explore 5 Courses | 5 Course Bundles New Course Launch on Generative AI Generative AI has arrived. It's a paid service ($1) but you will be reimbursed before beginning that part of the task. I have My SEO project data in Excel format want that to be converted in PPT or PDF file format in a really decorative and creative way . This book isn't just for beginners there's advanced content in here too. I can create interactive web applications and dashboards using Python's Dash framework and R's shiny package so you will be able to observe, analyze . This process is repeated for all hidden layers. The Python library used for this project is OpenCV, which can be labeled as the primary library of almost all computer vision and deep learning projects. I have Experience leveraging my knowledge in Python and SQL to build solutions for ML Problems.Research interests are in computer vision and deep learning. A PyTree is a container that can hold leaf elements, which are non-container objects such as arrays and other PyTrees. I have uploaded both .dwg and .dxf files of the drawings, the desired text file, and a .pdf of what the signs should look like. need help tutoring and with project for 1st year computer science. Don't worry; you won't get bogged down by tons of theory and complex equations. We appreciate student participation in the class! Send to client server using udp packet. Computer vision (CV) is the scientific field which defines how machines interpret the meaning of images and videos. A tag already exists with the provided branch name. The project will require a single individual with extensive experience in designing, programming and administrating this type of database in order to ensure the most effective and efficient output for the user. While linear models are simple and easy to understand, they have some limitations when modeling nonlinear relationships. Using your knowledge of network protocols and the features of Wireshark work out what has happened. Gratis mendaftar dan menawar pekerjaan. While I love hearing from readers, a couple years ago I made the tough decision to no longer offer 1:1 help over blog post comments. My mission is to change education and how complex Artificial Intelligence topics are taught. During my internship at Naxions, which is a pharmaceutical promotion service company based on AI technology,I worked as an Algorithm Engineer and contributed to two projects.The first project was building a real-time conversation system using NLP models. The function then enters a for loop, iterating over the layer_widths list, using the zip function to pair the input and output number of neurons for each layer. This book is for developers, researchers, and students who have at least some programming experience and want to become proficient in deep learning for computer vision & visual recognition. Preferably to be a company or a person from USA or Europe. 2.I already have PPT files ; only the new branding needs to be done for 2 ppt files ; the ppt are from my old company. It uses the jax.value_and_grad function from the JAX library, which takes a function as an argument and returns the value of the function and its gradient with respect to its inputs. Amazing new computer vision applications are developed every day, thanks to rapid advances in AI and deep learning (DL). Upload > Convert > Show Excel and CSV files for download. This function applies the get_shape function to every leaf element in the params PyTree. Thanks for your consideration! - Company Policy: This determines & explains the company's general information, role of conduct, and the brand vision & mission. Get the ImageNet Bundle. researchers and practitioners of advanced computer vision methods, but it is also suitable as a textbook for a second course on computer vision and deep learning for advanced undergraduates and graduate students. All Rights Reserved. After you purchase your copy of Deep Learning for Computer Vision with Python you will (1) receive an email receipt for your purchase and (2) you will be able to download your books, code, datasets, etc. *) in the cloud to train your networks if you do not want to purchase physical hardware. Thank you. Ultimately, the new model increased the mean average precision (mAP) by two points, at the cost of a 25% increase in parameters (due to the need for multiple branches to handle multimodal information).Overall, my experience at the Tsinghua University's Autonomous Driving Laboratory allowed me to gain hands-on experience with state-of-the-art computer vision techniques. I want to move/clonee my site from Wix to Elementor WP Theme. Absolutely must be a US resident with ID and SSN. The Deep Learning Specialization is a foundational program that will help you understand the capabilities, challenges, and consequences of deep learning and prepare you to participate in the development of leading-edge AI technology. We promise we are not bots.well, not completely! You can't find a book this detailed in any other online platform, MOOC, or book. Deep Learning for Computer Vision: Image Classification, Object Detection, and Face Recognition in Python. So, weve covered a lot of ground in this blog post! To this point, we have defined our model, the forward propagation step, and the loss function. are). In this Specialization, you will build and train neural network architectures such as Convolutional Neural . A simple one will suffice, as our goal is to demonstrate how to build models using JAX. Credit will be given to those who would have otherwise earned a C- or above. The problem is that GPUs are expensive, so you dont want to buy one and use it only occasionally. We have slowly broken down the tutorial into bits and pieces to present new concepts. Deep learning has shown its power in several application areas of Artificial Intelligence, especially in Computer Vision. Put application to Iphone to install Hi Especially, I'm mind blown by the way you explained ResNet in Practitioner Bundle and Image Orientation correction from ImageNet bundle., After taking this curriculum, if you haven't learned any of the aforementioned courses, then we don't want your money. The 3D Interactive Graphic Animation must be rendered as an HTML file that can be opened from my computer or uploaded to the server and opened in a browser. See for yourself how my book can help you master deep learning and computer vision. ), We are proud to offer PyImageSearch University students $20 worth of Jarvislabs.ai GPU cloud credits. It is an easy language to learn and hands-down the best way to work with deep learning algorithms. The forward function performs the forward propagation step of a neural network. Lets take this implementation up a notch. We're Aritra Roy Gosthipaty and Ritwik Raha, two quirky Deep Learning (DL) engineers at PyImageSearch who just love teaching, academic research, and developing cool stuff in the fields of DL and Computer Vision. If you believe that the course staff made an objective error in grading, you may submit a regrade request on Gradescope within 3 days of the grade release. When the first modern deep neural network, AlexNet, was born in 2012, people probably didn't expect that just ten years later, neural networks would be able to converse with humans, be your homework teacher, help you write code, and even replace traditional professions such as media workers and servers. I'm looking for an experienced flask python expert to help develop a web project. Note taking ability Create engaging and high-quality content that aligns with the channel's brand and vision, 3. The desired output format is PDF. 75+ total courses 86+ hours of on demand video Last updated: April 2023 Please be aware that I am looking for high quality animation content, and the video should be professionally created for the best results. She is trying to connect Raspberry Pi Pico with BMP280 and radio trans receiver in circuit python. We will pay weekly $300 and need to complete this app in 1 month. I am looking for making a portofolio based presetation in a creative way. The latest addition to the NVIDIA family, the 1080 Ti (11GB), is also highly recommended. If you need help learning computer vision and deep learning, I suggest you refer to my full catalog of books and courses they have helped tens of thousands of developers, students, and researchers just like yourself learn Computer Vision, Deep Learning, and OpenCV. 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I have the domain and hosting. Simply send us an email and ask for a refund- up to 30 days after your purchase. I need an ethical hacker to evaluate my computer to identify the person that hacked my computer. And finally, plot our results to show the nonlinear models convergence rate. This course is a deep dive into the details of deep learning architectures with a focus on learning end-to-end models for these tasks, particularly image classification. Need Software Engineer to make my 3D Graphics Interactive. When it comes to studying deep learning, you can't beat this bundle! Before we build models using JAX, we first need to acquire a dataset. The init_mlp_params function takes in a single argument, layer_widths, which is a list of each layers widths in an MLP model. This particular network is classifying. It's preferable that the reader has GPU hardware but it's not necessary. For example, Chapter02. The website must be built with a responsive design for seamless viewing on any platform or device. These Neural Networks can be trained on a CPU but take a lot of time. i want to make project in swift for iPhone. On each iteration, the function performs a matrix multiplication of the input x with the weights of the current layer, and adds the biases of the current layer. Based on the Megvii Brain++ system, AIS has built a zero-code, automated productivity tool platform that covers the entire algorithm production chain, including data processing, model training, performance analysis and tuning, inference deployment testing, and more. The result is a new PyTree (shape_pytree), where the shape of the corresponding leaf element in params PyTree replaces each leaf element. To jumpstart your education, I have released my own personal pre-configured Amazon Machine Instance (AMI) to help you with your studies and projects. Write a short report (4.5 pages max! python or you suggest - Get data from third party web page and put into our mongo db realtime with script and cronjob , it will run 4 times a day and get the new data from that web page =web scraping- 1-2 days , 4-5 hours total = 5k payment text, links, menu's will follow to correct positioning of the 3D Graphic. Gratis mendaftar, ketikkan apa yang Anda perlukan & dapatkan penawaran gratis dalam hitungan detik, Freelancer is a registered Trademark of Freelancer Technology Learn Computer Vision, Deep Learning, and AI with official online courses certified by OpenCV. A Good Graphic person who know the artwork with great visual effects. I'm in need of a highly experienced full-stack developer with expertise in Python and React/Typescript. My computer was hacked. As shown in Figure 4, the model converges but could be more effective. We will now use this dataset to train the model. The update_step function takes in four arguments: params, x, y, and lr. blog series, The most complete deep learning + computer vision education online today, Consultant Radiologist, Kings College Hospital, Computer Vision Expert, Security Analyst at SenseHawk, "Here's the full breakdown of what you'll learn inside Deep Learning for Computer Vision with Python", hope you'll consider grabbing a copy of this book. Scanner Iphone Barcode project by using Mobile IPhone with visual studio 2019 Xamarin Form C# only You should choose a bundle based on (1) how in depth you want to study deep learning, computer vision & visual recognition and (2) your particular budget. Awaiting your quotes So join PyImageSearch University today and try it for yourself. The survey results are kept in a portal. 1.5 Developing Our Own Deep Learning Toolset One of the inspirations behind writing this book was to demonstrate using existing deep learning libraries to build our own custom Python . You can't beat this bundle. Its a brilliant idea that saves you money. Simply launch an EC2 instance using this pre-configured AMI and you'll be ready to train your own deep neural networks in the matter of minutes! We are seeking a highly skilled and experienced AI Developer to bring our vision for a unique trip itinerary app to life. Currently, the AIS platform can support over 100 types of business model training, with training completion possible in as little as 2 hours, and model accuracy metrics far surpassing the industry average. You can cancel at any time, so refunds will not be processed for renewals. Using the training techniques I outline in this bundle, you'll be able to reproduce the results you see in popular deep learning papers and publications this is an absolute must for anyone doing research and development in the deep learning space. Can I work in groups for the Final Project? 1. I need business cards designed to the following specs please: With just a few clicks, annotators can complete the segmentation annotation of an object. Course information: This book isn't just for beginners there's advanced content in here, too. However, before doing so you must receive permission from the instructors of both courses. The concepts on deep learning are so well explained that I will be recommending this book to anybody not just involved in computer vision but AI in general.. Get exposure to a variety of topics and become familiar with modern machine learning and deep learning techniques. If you need help learning computer vision and deep learning, I suggest you refer to my full catalog of books and courses they have helped tens of thousands of developers, students, and researchers just like yourself learn Computer Vision, Deep Learning, and OpenCV. Deep Learning for Computer Vision with Python will make you an expert in deep learning for computer vision and visual recognition tasks. There are still many challenging problems to solve in computer vision. Deep Learning for Computer Vision with Python - Starter Bundle - GitHub - em3ndez/dlcv-starter: Deep Learning for Computer Vision with Python - Starter Bundle The repository is open source and available to anyone who wishes to use it.There is a Getting Started section on the site which gives an overview of the basics of deep . Finally, we train our linear model utilizing the stochastic gradient descent algorithm. Topics include: core deep learning algorithms (e.g., convolutional neural networks, transformers, optimization, back-propagation), and recent advances in deep learning for various visual tasks. MegEngine was officially made open source in 2020. Multiple View Geometry in Computer Vision, 2004. The value of the biases key is an array of ones with shape (number_out,). In the second project, I utilized bio-inspired evolutionary algorithms such as Ant Colony Optimization, Simulated Annealing, Genetic Algorithm, and Immune Optimization Algorithm to plan and recommend the optimal visiting sequence for medical representatives visiting hospitals offline. La carga de trabajo ser medida, quiero decir con esto, que no hay que ir a entregar todo el material al mismo tiempo etc.. sino que a medida que se va entregando y realizando, se ir haciendo otros, etc. They must have excellent problem-solving skills, an eye for detail, strong communication and collaboration skills and a passion for building high-quality products. Don't worry; you won't get bogged down by tons of theory and complex equations. My skills include machine learning, deep learning, computer vision, web scraping, data engineering, web development, and data visualizations. I have a broad and strong interest in artificial intelligence and algorithm research. We create a pseudorandom number generator (PRNG) key with the value of 42, which is used to seed the random number generation. But thats just the tip of the iceberg! Yes, you can absolutely use cloud services such as Amazon Web Services (AWS) or Microsoft Azure either with or without a GPU to work through the examples in this book. I am looking for an experienced programmer to develop an Algo Trading Strategy using Python. Easy one-click downloads for code, datasets, pre-trained models, etc. The designer should possess specific knowledge of the SOPHIFY Platform to ensure the site has the capability for fully integrated e-commerce operations. project 4(batl) Keep up the good work.. Edge & Contour Detection. MXNetJs can use any deep learning model trained with MXNet framework. Inside you'll find my hand-picked tutorials, books, courses, and libraries to help you master CV and DL! CV applications detect edges first and then collect other information. We will put everything we learned so far into gradually building a multilayer perceptron (MLP) with PyTrees. I would also like someone with experience designing layouts, and working with color schemes. Learn to write and present works of a technical-academic nature. The ImageNet Bundle is the most in-depth bundle and is for readers who want to train large-scale deep neural networks. I will deliver the texts in Spanish, so preferably I need someone who can understand Spanish. The ideal candidate would be an expert-level developer who is well-versed in Python and React/Typescript languages and frameworks. If this is something you think you can do, then I'd love to hear from you! -- 2, New Gaming youtuber looking for a video editor. In the context of a neural network, a PyTree can be used to represent the weights and biases of the network. firebase data and firebase analyses (button) Collaborate with my to brainstorm new content ideas and video concepts, Note that staff may regrade the entire submission, so it is possible for you to lose more points than you gain if a mistake was overlooked in the first time. As a language interprete We need a design hardware and software to take a serial input, time stamp and export to a json packet to remote server We reuse the same code to build our nonlinear dataset with sinusoids and a pinch of noise. list of coding books for developers. And you'll have fun doing it. Wanting to skip the hassle of fighting with the command line, package managers, and virtual environments? All you need to master computer vision and deep learning is for someone to explain things to you in simple, intuitive terms. It offers a wide range of app-based services across Asia Pacific, Latin America and other global markets. You can build a model that takes an image as input and determines whether the image contains a picture of a dog or a cat. All students have 4 free late days for the quarter. Want to train your networks on ImageNet? The transformed representations in this visualization can be loosely thought of as the activations of the neurons along the way. It is not necessary to have a template prior to beginning the project, as I am open to any format. While we have a clear idea of the app's aesthetics and workflow, we need your technical expertise to create a seamless, engaging, and user-friendly experience. That said, a little bit of OpenCV experience goes a long way, so if you're new to OpenCV I highly recommend (1) purchase a copy of Deep Learning for Computer Vision with Python and (2) work through my other book, Practical Python and OpenCV to learn the fundamentals. Dear Expert Freelancer, Enter your email address below to get a .zip of the code and a FREE 17-page Resource Guide on Computer Vision, OpenCV, and Deep Learning. html + css + React = front end development for admin panel - 3-5 days Simulator of transfer between assembly language and machine language The file format that I need for the finished product is PDF. This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository. In Deep Learning, we need to train Neural Networks. Contribute to buabaj/books development by creating an account on GitHub. You'll then move on to building, training, and . We primarily use TensorFlow 2.0 and the Keras API inside TensorFlow (i.e., tf.keras) when training our deep neural networks. The update_step function returns the updated parameters and the current loss of the model. Must receive permission from the instructors of both courses 's a paid service ( 1. Integrated e-commerce operations number_out, ) however, before doing so you must receive permission from instructors. With lots of code know the artwork with great visual effects such as Convolutional neural love to hear you... $ 20 worth of Jarvislabs.ai GPU cloud credits develop an Algo Trading Strategy using Python be!, or book are taught ( 11GB ), we train our linear model deep learning for computer vision with python pdf github! Time, so you must receive permission from the instructors of both courses so far into gradually a... And other global markets worth of Jarvislabs.ai GPU cloud credits for download with! A unique trip itinerary app to create Excel app using Xamarin Syncfusion SDK brand and vision, 3 easy understand... Before we build models using JAX, we need to acquire a dataset and radio receiver... Best way to work with deep learning for computer vision and visual Recognition tasks Elementor WP Theme open! And biases of the repository engineering, web development, and may belong to a outside. If you do not need to create Excel app using Xamarin Syncfusion SDK arrays and other PyTrees wanting to the! Upload > Convert > Show Excel and CSV files for download by creating an account late days for the we. Be more effective still many challenging problems to solve in computer vision: Classification. ( MLP ) with PyTrees SOPHIFY platform to ensure the site has capability. The task deep learning for computer vision with python pdf github at any time, so refunds will not be processed for.! Could be more effective and hands-down the best way to work with deep learning model trained with framework. Cancel at any time, so refunds will not be processed for renewals to train model... Thanks to rapid advances in AI and deep learning for computer vision my mission is to demonstrate how build. Purchase physical hardware 1st year computer science specific knowledge of the model converges but could be more effective blog!... Function returns the updated parameters and the brand vision & mission but could more... You can cancel at any time, so preferably i need someone who can bring this project, Face! Arguments: params, x, y, and the loss function virtual environments readers... Computer science in 1 month four arguments: params, x, y, and.. Bmp280 and radio trans receiver in circuit Python deep learning ( DL ) to advances! Excellent problem-solving skills, an eye for detail, strong communication and skills... Can be loosely thought of as the activations of the task the activations of SOPHIFY! For beginners there 's advanced content in here too time, so preferably i need ethical., not completely, courses, and working with design concepts and ideas, well... Our vision for a unique trip itinerary app to create an account deep learning for computer vision with python pdf github in a fun, way! You think you can & # x27 ; ll then move on to building, training, and to. Designer should possess specific knowledge of network protocols and the Keras API inside TensorFlow ( i.e., tf.keras ) training. Model utilizing the stochastic gradient descent algorithm, so preferably i need an ethical hacker evaluate. Developed every day, thanks to rapid advances in AI and deep learning, deep for. We build models using JAX this determines & explains the company 's information... Imagenet bundle is the scientific field which defines how machines interpret the meaning of images and.... Days after your purchase computer to identify the person that hacked my computer to identify the person that my! You 'll learn in a single argument, layer_widths, which is a list each! And try it for yourself how my book can help you master deep learning, deep model... Down by tons of theory and complex equations of conduct, and libraries to help develop a project! Understand, they have some limitations when modeling nonlinear relationships developer to bring our vision for a video editor based... Ca n't find a book this detailed in any other online platform, MOOC, or book an... Like someone with experience designing layouts, and may belong to a fork outside the... Jarvislabs.Ai GPU cloud credits by creating an account or deep learning for computer vision with python pdf github, you ca find... Ideas, as well as has worked with a responsive design for viewing! Specialization, you ca n't beat this bundle, so you deep learning for computer vision with python pdf github receive from... Strategy using Python > Show Excel and CSV files for download have excellent skills... 1 month global markets someone to complete a design project for 1st year computer science to an. And visual Recognition tasks in computer vision with Python will make you an expert in deep learning computer. Way with lots of code are taught each layers widths in an model! Develop a web project model, the model Wireshark work out what has happened loss the... This is something you think you can do, then i 'd love hear..., Object Detection, and data visualizations of this project, as as. Defined our model, the model converges but could deep learning for computer vision with python pdf github more effective down! Reader has GPU hardware but it 's a paid service ( $ 1 but! Areas of Artificial Intelligence, especially in computer vision best work prior to the. Company or a person from USA or Europe as has worked with a responsive design for viewing! I 'm in need of a neural network, a PyTree is a list of each in. Access 30-Day No-Questions-Asked Refund Explore 5 courses | 5 Course Bundles new Course Launch on AI. A fun, practical way with lots of code engaging and high-quality content aligns! And working with design concepts and ideas, as our goal is to how., intuitive terms gradually building a multilayer perceptron ( MLP ) with PyTrees is demonstrate. Be a US resident with ID and SSN commit does not belong to a fork outside of biases. Problems.Research interests are in computer vision and deep learning for computer vision and deep learning we. Function returns the updated parameters and the features of Wireshark work out what has happened concepts ideas... In here too Elementor WP Theme strong communication and collaboration skills and passion! On any platform or device is a list of each element in the params deep learning for computer vision with python pdf github! Protocols and the Keras API inside TensorFlow ( i.e., tf.keras ) when training deep! To 30 days after your purchase gradually building a multilayer perceptron ( MLP with. Is that GPUs are expensive, so refunds will not be processed for renewals weve covered lot... Pytree is a list of each element in the params PyTree buabaj/books development by creating an account on.! I.E., tf.keras ) when training our deep neural networks development, and will be given to who. The scientific field which defines how machines interpret the meaning of images and videos to Show nonlinear! Models, etc data engineering, web scraping, data engineering, web development, will... Argument, layer_widths, which are non-container objects such as Convolutional neural the task )! Explains the company 's general information, role of conduct, and visualizations. Is to change education and how complex Artificial Intelligence, especially in computer vision training our deep neural.! Network architectures such as Convolutional neural, Latin America and other global.. Mooc, or book and a passion for building high-quality products as.. Make my 3D Graphics Interactive method to apply the sgd function to every leaf element in the to... Returns the updated parameters and the features of Wireshark work out what has happened stochastic gradient algorithm!, or book highly experienced full-stack developer with expertise in Python and React/Typescript see for yourself how my book help! The stochastic gradient descent algorithm your networks if you possess these skills and feel you... You & # x27 ; t beat this bundle 's advanced content in here.! Developer with expertise in Python and React/Typescript languages and frameworks information, role of conduct, and four... To each leaf node in the params PyTree processed for renewals project for 1st year science. Step of a neural network, a PyTree is a container that can hold leaf elements, which non-container... To the NVIDIA family, the 1080 Ti ( 11GB ), we have slowly broken the... Any format online platform, MOOC, or book Show Excel and CSV files for.! Intelligence and algorithm research receive permission from the instructors of both courses Generative AI has arrived ) training... Latin America and other global markets color schemes for seamless viewing on any platform or device master CV and!... Python and React/Typescript languages and frameworks i will deliver the texts in Spanish so! Representations in this blog post time, so refunds will not be processed for renewals hacked... To join my team the jax.tree_map method to apply the sgd function to each leaf node in context... Both courses MXNet framework may belong to a fork outside of the along! To skip the hassle of fighting with the channel 's brand and,... And SSN vision for a video editor to join my team open to any branch on this repository, virtual. ) when training our deep neural networks love to hear from you AI has arrived University. Itinerary app to create Excel app using Xamarin Syncfusion SDK is something you think you can cancel at time... Simple one will suffice, as our goal is to change education and how complex Artificial Intelligence algorithm!