Data Machina - Issue #130

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

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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

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Tips? Suggestions? Feedback? Send email to Carlos

Curated by Carlos @ds_ldn in the middle of the night.

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alg01

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.

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