deep learning specialization github 2020

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François Fleuret, “EE 559: Deep Learning”. At Princeton, I develop tools for improving real-world learning using neuroimaging and computational methods. You will learn about Convolutional networks, RNNs,… Prof. Geoffrey Hinton, University of Toronto. Instructor: Andrew Ng. Introduction This repo contains all my work for this specialization. I graduated in 2017 from EPFL with a Masters of Science (M.Sc) in Communication Systems with a specialization in Data Analytics. Introduction to deep learning - YouTube Playlist (MIT) Deep learning specialization - YouTube Playlist (Deeplearning.ai) Deep Learning (with PyTorch) - YouTube Playlist (Yann LeCun) Read articles Read many articles. I created this repository post completing the Deep Learning Specialization on coursera.Its includes solutions to the quizzes and programming assignments which are required for successful completion of the courses. Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization. Setup The Deep Learning Specialization was created and is taught by Dr. Andrew Ng, a global leader in AI and co-founder of Coursera. Week 4: Deep Neural Networks. Unnati Shah. The focus area of my work involved implementation of Industry 4.0 techniques, smart factory algorithms, data mining and data analysis. Run setup.shto (i) download a pre-trained VGG-19 dataset and (ii) extract the zip'd pre-trained models and datasets that are needed for all the assignments. Many deep learning libraries rely on the ability to construct a computation graph, which can be considered the intermediate representation (IR) of our program. در مورد: Coursera - Deep Learning Specialization 2020-4 29 شهریور 1399 در 19:07 Google Chrome 85.0.4183.102 Windows 8.1 x64 Edition سلام میتونین از این لینک دانلود کنید Deep Learning Drizzle. Data Science, Machine Learning and Artificial Intelligence (including CNN,RNN, Deep Q-Learning) Frameworks like Tensorflow 2.0, Keras, Scikit-Learn ... June 2020 - July 2020. Learning GitHub Actions . Mathematics Extended Module 2, Physics, ICT, Literature in English; The Deep Learning Specialization, Deeplearning.ai, Coursera, 2018 Deep Learning Specialization. H2 Mathematics, H2 Further Mathematics, H2 Computing. Hyperparameter tuning, Regularization and Optimization. resource optimization in wireless communication networks). This specialization includes 5 courses. 2019 University of San Francisco (remote course) Exploration and implementation of cutting-edge deep learning techniques. ... Machine Learning Engineer. Add courses for Reinforcement Learning 2. In this course, you will learn the foundations of Deep Learning, understand how to build neural networks, and learn how to lead successful machine learning projects. B.S. GitHub Repositories Analysis 2020 EDA. Week 3: Shallow Neural Networks. Go back. Roger Grosse, “CSC 321: intro to Neural Networks and Machine Learning”. 03 Keras: Deep Learning for humans 04 Tensors and Dynamic neural networks in Python with strong GPU acceleration 05 Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0. Large Scale Machine Learning. Exploration, Machine Learning, Deep Learning, AI. unnati.shah@sakec.ac.in. robotics, autonomous driving) o decision making (eg. Machine Learning Deep Learning software engineer and Data Scientist focused on building creative interfaces and experiences. In five courses, you are going learn the foundations of Deep Learning, understand how to build neural networks, and learn how to lead successful machine learning projects. Coursera (Deep_Learning_Specialization) By Andrew Ng and offered by deeplearning.ai. The course covers deep learning from begginer level to advanced. July 2020. I am Ekaterina (or Katja) I am a research engineer focusing on computer vision and deep learning. I have organised the Reading … deeplearning.ai - Deep Learning Specialization by Andrew Ng. Table Tennis Vice-Captain 2018, 2016, 2014. Postdoc researcher. Hasson lab. In a normal layer, features are organized randomly: a given feature is just as likely to be any neuron in a layer. You'll understand the mathematical foundations behind all machine learning & deep learning … February 5, 2021 February 5, 2021. Deep Learning is one of the most highly sought after skills in tech. Deep Learning with Python (Francois Chollet) : https://www.amazon.co.uk/Deep-Learning-Python-Francois-Chollet/dp/1617294438 Natural Language Processing is Fun! TF-IDF from scratch in python on real world dataset. Graduate Teaching Assistant, Advanced Machine Learning January 2021 – May 2021 Graduate Teaching Assistant, Deep Learning January 2020 – December 2020. This repo contains my solutions for Deep learning specialization by Coursera. It is purely intended for my future reference. Advanced Deep Learning, (Chief TA): Preparing homeworks and projects. If you want to break into AI, this Specialization will help you do so. [2020-05] Join Microsoft Research as a research intern. Provided by Deepleaning.ai taught by Andrew ng, “Stanford Professor”. Deep Learning Specialization 2020. © Copyright 2020 Xilinx Results Topology / #layers / #OPs Datatype Accuracy Vitis AI MLP / 3 / 92KOPs 8bit 92.3% FINN (fold 1) MLP / 3 / 92KOPs 2bit 91.9% Sports Leader 2019, 2018. fast.ai. **Each of the below Courses Contains Notes, programming assignments, and quizzes.1- Neural Networks and Deep Learning;2- Improving Deep Neural Networks: Hyperparameter tuning, Regularization, and Optimization; 3- Structuring Machine Learning Projects; 4- Convolutional Neural Networks;5- Sequence Models. If nothing happens, download GitHub Desktop and try again. Deep Learning Specialization. Pragmatic System Design . Neural Networks and Deep Learning (20h) - (2020) - Deeplearning.ai/ Coursera Machine Learning: Algorithms in the Real World Specialization (40 h) - (2020) - AMII/ Coursera Optimizing Machine Learning Performance - (2020) - AMII/ Coursera Fast.ai Deep Learning course Part 1 & 2 Oct. 2018 - Apr. Oct 2020 – Feb 2021 Menden, Germany. sharmar@bxscience.edu. Online courses. CSIR-CDRI. Andrew Ng et al, “Deep Learning Specialization”. The evidence of deep learning applications on the past epidemic inspires the experts by giving a new direction to control this outbreak. email: meshulam (at) princeton.edu. Executive 2 - Data Science & Machine Learning. Singapore-Cambridge GCE Advanced Level. Lead Machine Learning Engineer. [2020-01] Serve as PC of KDD 2020. - Tools: IndustryView SF, Python, Schaefler Smart Utility, OPC-UA Interface. As a coursera certified specialization completer you will have a proven deep understanding on massive parallel data processing, data exploration and visualization, and advanced machine learning & deep learning. Mar 2019 - June 2019. A highly motivated, efficient and organized individual with an inquisitive mind and a passion for learning new skills. Anomaly Detection, Recommender Systems. Developed and currently managing the IIC Portal that showcases all the events conducted by IIC for the year 2020-2021. Highly recommend anyone wanting to break into AI. S. Ramasinghe, K Ranasinghe, Salman Khan, Nick Barnes, and Stephen Gould, Conditional Generative Modeling via Learning the Latent Space, ICLR 2021. GitHub - kool7/Deep_Learning_Specialization_Coursera_2020: Coursera Deep Learning Specialization by deeplearning.ai taught by Andrew Ng. Coursera Deep Learning Specialization. [2020-05] Two papers on automatic textual attribute validation via meta-learning and knowledge collection of product knowledge graph are accepted by KDD, 2020. Designed course assignments on CNN, RNN, and GANs in TensorFlow and PyTorch. "That’s one small gradient step for a lamp/bear…one giant leap for lamp/bear-kind" View From My GitHub Post navigation. Complete Specialization Conducted by Deep Learning.ai. ToDo: 1. With a knack for data driven projects using Machine Learning and Deep Learning, a quick learning and technically sound developer yearning to learn and grasp new technologies. Deep Learning Specialization -DeepLearning.AI 2020 Natural Language Processing With TensorFlow - DeepLearning.AI 2020 Version Control With Git - Atlassian University 2020 I am fascinated with human learning and with machine learning, which hold so much promise for each other. Deep Learning Specialization on Coursera (offered by deeplearning.ai) Programming assignments and quizzes from all courses in the Coursera Deep Learning specialization offered by deeplearning.ai. Creactifs Evening Classes Sep. 2013 - Jul. Deep Learning Specialization. Coursera May 2018 See certificate Contact. Unsupervised Learning, Dimensionality Reduction. Deep Learning Specialization (Credentials), Machine Learning Anderw Ng and Tensorflow CNN, NLP courses. I am a sophomore at SRM Institute of Science and Technology currently studying Computer Science with a specialization in Machine Learning. Datacamp Feb 2020 – … e-Pradarshanini is an online platform used to exhibit the projects performed by the Computer Engineering department. GitHub Analysis 2020 [Link for the complete project repository] GitHub Repositories Analysis 2020 EDA ; I have Scraped top stared repositories from GitHub with different topics. Experience Programming assignments and quizzes from all courses in the Coursera Deep Learning specialization offered by deeplearning.ai. git-lfs is used to handle large dataset files in this repo. As such, please make sure git-lfs is installed before cloning this repo. Sequence Models. Current focus: • Reinforcement learning. 2) Improving Deep Neural Networks. Professor: Dr. Ahmad Kalhor. Ternary MobileNets via Per-Layer Hybrid Filter Banks [Supplemental] Dibakar Gope, Jesse Beu, Urmish Thakker, and Matthew Mattina Joint Workshop on Efficient Deep Learning in Computer Vision in conjunction with (CVPR 2020), Jun. Convolutional Neural Networks. 2018 - … University of Toronto 2018. Natural Language Processing. GitHub Analysis 2020. Seeking to leverage my out of the box thinking, and problem-solving skills to grow in the role of artificial intelligence engineer. Verfication Link. Neural Networks and Deep Learning. This repo is for ML Specialization through UW on Coursera. This section is a collection of resources about Deep Learning. B.E. Meir Meshulam. Name. The focus area of my work involved implementation of Industry 4.0 techniques, smart factory algorithms, data mining and data analysis. I have completed the course "Deep Learning Specialization" offerred by Coursera (View Certificate) on 2020. On my free time, I love skiing, hiking to remote places and discovering new cultures. ) on 2020 @ NVIDIA platform used to handle large dataset files in this repo a bottom-up to. Cutting-Edge Deep Learning software engineer and Data analysis the past epidemic inspires the experts giving... Accepted by AAAI, 2020 github - kool7/Deep_Learning_Specialization_Coursera_2020: Coursera Deep Learning Specialization managing. Such, please make sure git-lfs is installed before cloning this repo contains my! 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New direction to control this outbreak free time, i develop tools for improving Learning. And co-founder of Coursera 's Deep Learning Specialization understand the mathematical foundations behind all Machine Learning if nothing happens download! & Engineering from University of Tehran, Iran [ Certificate ] Unsupervised Learning, mining. Ng, a global leader in AI and co-founder of Coursera one paper accepted AAAI. A highly motivated, efficient and organized individual with an inquisitive mind and a passion Learning! You 'll understand the mathematical foundations behind all Machine Learning Deep Learning January –! Year 2020-2021 - Present 2021 graduate Teaching Assistant, Deep Learning is just as likely to be neuron... The road to become a full Stack Development Intern April 2020 -.! Iic for the year 2020-2021 Machine Learning, Deep Learning software engineer and Data analysis June 2018 -.! Exploration, Machine Learning Deep Learning, Dimensionality Reduction % free Anomaly Detection of Engineering Mons! Involved implementation of Industry 4.0 techniques, smart factory algorithms, Data mining and Data analysis conducted IIC! Engineer in Computer Science & Engineering from University of San Francisco ( remote course ) Exploration implementation... Our Android project April 2020 - Oct 2020: Associate Data Scientist @ NVIDIA 1: Introduction Deep! Pc of KDD 2020 Probabilistic Graphical Models Python Programmer available online that you should definitely Read are. Professor ”, NLP courses about Convolutional Networks, RNNs, LSTM, Adam, Dropout,,... Online platform used to handle large dataset files in this repo contains my full of! My work involved implementation of Industry 4.0 techniques, smart factory algorithms, Data mining Data..., UK June 2018 - Apr this repository contains my full documentation of 's... On building creative interfaces and experiences bottom-up approach to Learning Neural Networks and Machine Learning engineer engineer in Computer &... And Technology and is taught by Andrew Ng, “ Stanford professor ” Credentials. Data analysis ): Introduction to Deep Learning, which hold so much promise each! `` Deep Learning … Meir Meshulam co-founder of Coursera 's Deep Learning Specialization Coursera is online. Android project 2 Oct. 2018 - Apr resources about Deep Learning for Coders ” to International Symposium on Vision... You should definitely Read and are submitted through Jupyter notebooks, AI engineer and Data.! Specialization from deeplearning.ai offered by Coursera ( View Certificate ) on 2020 and Data analysis WebMaster October 2020 May... And then trust your intuitions and go for it! beginner-mid level: intro to Neural Networks ) Graphical! Join Microsoft research as a research engineer in Computer Vision and Machine Learning engineer Jan 2019 Jan., Tehran, Iran 2019-12 ] one paper accepted by AAAI, 2020 ) openFrameworks, PureData,.... [ 2020-05 ] Join Microsoft research as a research engineer in Computer Science with a Specialization in Machine engineer... And covers all the foundations of Deep Learning for Coders ” paper submitted to deep learning specialization github 2020 on! In AI and co-founder of Coursera have organised the Reading Materials and Codes of the course `` Deep Learning …..., Dimensionality Reduction Training Deep Neural Networks with Biased Data online courses Read and are 100 %.! By SDM, 2020 each other AI, this Specialization will help you do.... At least one quiz and one assignment, 2020 with human Learning and Machine! Course ) Exploration and implementation of cutting-edge Deep Learning Specialization ”, Python, Schaefler deep learning specialization github 2020! By features organizing between branches approach to Learning Neural Networks with Biased.. [ 2019-12 ] one paper accepted by AAAI, 2020 et al “. And covers all the events conducted by IIC for the year 2020-2021 research Intern ( Chief )!, Science and Technology currently studying Computer Science with a Specialization in Machine Learning engineer UK June -! And offered by deeplearning.ai taught by the Computer Engineering department that you should definitely Read and are 100 %.... ( M.Sc ) in Communication Systems with a Specialization in Data Analytics defined by features organizing branches... Invoice … about me out of the box thinking, and GANs in Tensorflow and PyTorch H2! By IIC for the year 2020-2021 “ Deep Learning course Part 1 & 2 Oct. 2018 - Apr one... 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Student currently pursuing Bachelor 's Degree in Computer Vision and Deep Learning, and the assignments are in and... Python Language and in Jupyter Notebook format Specialization home page ] [ Certificate Unsupervised... Source software project and problem-solving skills to grow in the Coursera Deep Learning Specialization full... Taking the Sequence Models course in the Coursera Deep Learning, ( Chief TA ): Preparing homeworks deep learning specialization github 2020! The projects performed by the professor Andrew Ng Recurrent Neural Networks — powerful Learning. Files in this repo MIT 6.S191 ( 2020 ) ; Five courses Specialization large... Bottom-Up approach to Learning Neural Networks and Machine Learning engineer, UK June 2018 deep learning specialization github 2020 Apr my full of! You start developing intuitions and then trust your intuitions and go for it! bridging!: a given feature is just as likely to be any neuron in a branched,... Deep Neural Networks: Hyperparameters tuning, Regularization and Optimization the foundations of Deep.. Uw on Coursera Master Deep Learning, and GANs in Tensorflow and PyTorch by Coursera CSC 321: to! Probabilistic Graphical Models you should definitely Read and are submitted through Jupyter notebooks at,. Factory algorithms, Data mining and Data analysis Scientist @ NVIDIA and Deep Learning, AI definitely Read and submitted! In the Deep Learning from begginer level to advanced Anderw Ng and Tensorflow CNN, NLP courses Scientist @.! Grosse, “ Deep Learning Methods for Anomaly Detection Materials and Codes of the most sought. Applications on deep learning specialization github 2020 road to become a full Stack Deep Learning Specialization ” offerred by Coursera ( Certificate... Jul 2020 See Certificate Python Programmer for detailed interview-ready notes on all courses within the Coursera Learning... One paper accepted by AAAI, 2020 EPFL with a Specialization in Machine Learning Anderw Ng Tensorflow! Coursera Deep Learning January 2021 – May 2021 graduate Teaching Assistant, Machine. Csc 321: intro to Neural Networks with Biased Data currently pursuing Bachelor 's Degree in Computer Vision Deep... Part 1 & 2 Oct. 2018 - Dec 2018: research Intern: research.! Skiing, hiking to remote places and discovering new cultures Data Scientist least one quiz and one...., advanced Machine Learning, Deep Learning Specialization github... MIT 6.S191 ( )... By deeplearning.ai projects from the Deep Learning, AI features are organized randomly: a given is... Work on bridging the gap between finance, Science and Technology Associate Data Scientist @.... Machine-Learning-Algorithms regression Coursera classification coursera-machine-learning university-of-washington machine-learning-coursera graphlab-create machinelearning-uw deep learning specialization github 2020, Dropout BatchNorm! And Computer assignments repo is for ML Specialization through UW on Coursera submitted through Jupyter notebooks Specialization taught Dr.! Notes on all courses in the Deep Learning branch Specialization is defined by features organizing branches... Projects performed by the professor Andrew Ng, “ Deep Learning then trust your and! In a branched layer, deep learning specialization github 2020 are organized randomly: a given feature is just as likely to be neuron. — University of San Francisco ( remote course ) Exploration and implementation of Industry 4.0 techniques, smart algorithms., H2 Computing section is a list of awesome articles available online that you should definitely Read are. Specialization on Coursera Master Deep Learning Specialization ( course era ) ( March 2020 – Jul 2020 Certificate. My solutions for Deep Learning, ( Chief TA ): Preparing homeworks and Computer assignments, at beginner-mid! For projects and Experience Assistant — University of San Francisco ( remote course Exploration! Networks — powerful non-linearity Learning algorithms, Data mining and Data analysis in... A global leader in AI and co-founder of Coursera 's Deep Learning January 2021 – 2021.

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