Subscribe to our newsletter By subscribing, you agree with Revue’s Terms of Service and Privacy Policy and understand that Data Machina will receive your email address. May 13, 2018 Data Machina - Issue #130 Because not everything is AI & Deep Learning, here is an Intro to Topological Data Science. I re Data Machina - Issue #130 By alg01 • Issue #130 • View online Because not everything is AI & Deep Learning, here is an Intro to Topological Data Science. I recall some intense discussions with some of you on Topological Data Analysis (TDA): Is TDA the same as Clustering?? Here Mr TDA Guru explains in detail Why Topological Data Analysis is not the same as Clustering. Anyway, if you are interested in this topic see Stanford Free Course on Topologial Data Analysis. Also check out an implementation of Topological Data Analysis in Spark If you enjoy Data Machina, please consider a little donation. Thanks! 10 Link-o-Troned 1. Bayes, Shannon and The Math Formula of Surprise 2. Visualizing 20 Years of Jeff Bezos Letters to Shareholders 3. Compliant Machine Learning & Data Mgmt. with KubeFlow 4. In The Search for Large Primes with Neural Networks 5. Cosmos- All the Algorithms You’ll Ever Need in Any Language 6. An Illustrated Primer on Homomorphic Encryption 7. Toolkit for Understanding the Behaviour of AI Agents 8. Conversations with a 6-year-old on Functional Programming 9. Python Challenges & Why Swift for Tensorflow? 10. Pyrostore - Infinite Streaming Storage the Never Forgets A Pythonista *Experience* 1. End-to-End Speech Processing Toolkit in Pytorch 2. SOMTEBoost & RUSBoost to Deal with Class Imbalance 3. Kernel Machine Learning Tricks Scripting aRt 1. [tutorial] How to Identify Communities in Networks 2. bigrquery: Google Big Query in R 3. Extract & Visualize the Results of Multivariate Data Analysis Love from Julia 1. Intro to Julia for Numerical Computing 2. Julia and the Reincarnation of Lisp 3. Fitting Complex Models: Julia MixedModels from R (Paren(th)ethical) 1. Building a Real-time IoT Data Pipeline in Clojure 2. Talltale - A Clojure Fake Data Generator 3. paip-lisp - Paradigms of AI Programming in Lisp ScalaTOR 1. Machine Learning in Scala by Example 2. Alpakka (Akka Streams) vs. Apache Kamel: Who Wins? 3. Analyzing a Million Movies with Spark and Scala data v-i-s-i-o-n-s 1. Visualizing Urban Time-Space Networks 2. Animated Directional Chord Diagrams 3. Interactive Manhattan Population Explorer Distributed de-Entangler 1. Kubernetes 101: DIY Workshop 2. Engineering Large Distributed Sys When You are Not Google 3. When is the WRONG Time to Use Kubernetes? Blockchain Über Alles 1. On the Network Effects of Stores of Value 2. Python in Blockchain 3. [new] Riemman: App Dev Tool for Dozens of Blockchains IoTea - everyThing/anyThing 1. A Smart Mirror Implemented in React, Node & Raspberry Pi 2. Open Source Smart IoT Manufacturing System 3. μTensor- Light Tensorflow AI Library for Embedded Devices Forschung! 1. Billion-Scale Network Embeddings for Link Prediction 2. Using Prediction Markets to Track Information Flows (pdf) 3. Generating High-Quality Conversations with Seq2Seq Algorithmic Potpourri 1. Orienteering Algos for Generating Travel Iterenaries (pdf) 2. Evaluating Session-Based Recommendation Algorithms 3. Speeding Up a Large-Scale Algorithm at Zopa Robots & Cyborgs like <you> 1. Watch 1,100 Robots Working at Ocado’s Warehouse 2. Getting Some Air? Atlas Robot Now Runs and Jumps 3. SpotMini Navigates Corridors, Doors, Stairs Autonomously Deep Learning Bits 1. Scalable Deep Learning with Electronic Health Records 2. [new class] Theoretical Principles of Deep Learning 3. EINSUM All You Need for Tensor Operations & Deep Learning startups -> radar 1. The AI Software Infrastructure Startup Landscape 2. Skydio - A Self-flying Camera that Follows You 3. Honesty.ai - AI for Detecting Honesty ML Datasets & Stuff 1. A Repository of Free, Open Biodiversity Datasets 2. A Catalogue of Free, Open GIS Datasets 3. Visual Traffic Speed Detection Dataset Postscript, etc Please consider a little donation to support Data Machina Search 3 Years of Data Machina by Topic Spread the word Share Data Machina with your friends Tips? Suggestions? Feedback? Send email to Carlos Curated by Carlos @ds_ldn in the middle of the night. Did you enjoy this issue? By alg01 A weekly digest of machine learning curiosities, data science geekery, and other data amenities. Curated by @ds_ldn in the middle of the night. PLEASE NOTE: Data Machina is no longer published here. Go to https://datamachina.substack.com to get the latest Data Machina Tweet Share If you don't want these updates anymore, please unsubscribe here. If you were forwarded this newsletter and you like it, you can subscribe here. Powered by Revue Share Share to Twitter Share to Facebook Subscribe to our newsletter By subscribing, you agree with Revue’s Terms of Service and Privacy Policy and understand that Data Machina will receive your email address.
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