Jul 8, 2018

Data Machina - Issue #136

Data Machina - Issue #136

By alg01 • Issue #136 • View online

Back in 1966, Joseph Weizenbaum coded Eliza - an NLP chatbot for human-machine communication. afaik chatbots haven’t evolved “in a hugely significant” way since then. This is a wonderful story: The Genealogy of Eliza

I succesfully survived the scorching hot London weather and the England win “celebrations”… Right! Here’s a great long read on survival and technology: Survival of the Richest

If you enjoy Data Machina, please consider a little donation. Thanks!

10 Link-o-Troned

1. The Eight Rules of Optimization

2. Story of an ML Pipeline - 5PB daily logs data & 1,000s of Models

3. Probabilistic Deep Learning - Bayes by Backprop

4. Machine Learning + Kafka Streams Examples

5. [new] Facebook Tensor Comprehensions for High Perf. ML

6. Run a Classifier Neural Net in SparkMLib as a Docker Image

7. Data Pipeline w/ Spark Structured Streaming & AWS Kinesis

8. Real-time Uber Popular Rides DataViz w/ Spark, Kafka & Vert.x

9. E2E Pipeline for Feature Extraction from Satellite Images

10. Time Traveling with Graph Databases

A Pythonista *Experience*

1. TensorLy: Tensor Learning in Python

2. Tensorflow Pipeline for MNIST Classification, 99.66% Accuracy

3. ML-Ensemble: High-Performance Ensemble Learning in Python

Scripting aRt

1. Consensus Clustering for Various Clustering Algorithms

2. Calibration and Weighting Tricks for Machine Learning

3. Extreme Machine Learning in R

Love from Julia

1. Time Series and Extreme Value Statistics

2. Google Tesseract OCR in Julia

3. GDAL - Geospatial Data Abstraction in Julia

(Paren(th)ethical)

1. An Intro to Neural Nets with Clojure API for MXNet

2. How We Allocate Deliveries to 1 Million Drivers with Clojure

3. The Ultimate Guide to Clojure Concurrency

ScalaTOR

1. 15 Scala Libraries for Data Science

2. Finding Look-a-Likes in 200 Million Users with t-SNE and Scala

3. A Journey Through Spark- Extending SparkSQL

data v-i-s-i-o-n-s

1. Wondernet - Visualising the (Virtual) Physicality of Networks

2. An Experiment in Visualizing Notes in Music Scores

3. Visualizing My Facebook Network Clusters

Distributed de-Entangler

1. A Tutorial Introduction to Kubernetes

2. Economics of Serverless: AWS Lambda vs AWS EC2

3. OpenFaaS - Easy Serverless Functions w/ Docker & Kubernetes

Blockchain Über Alles

1. Tezos- A Self-Amending Cryptographic Ledger

2. A Curated List of Blockchain & Crypto Resources

3. Blockchain and Identity vs. Poverty

IoTea - everyThing/anyThing

1. Messaging Infrastructure for IoT at Scale

2. Deep CNNs for Parking Lot Occupancy Detection (pdf)

3. Launching Fireworks on the 4th of July with Raspberry Pi

Forschung!

1. XGBoost: Scalable GPU Accelerated Learning

2. A New Framework for Large-Scale, Optimal A/B Testing (pdf)

3. Differentiable Architecture Search for RNNs & CNNs

Algorithmic Potpourri

1. Python Algorithms for Robotics

2. Sequential Pattern Mining Algorithms

3. Fast and Provably Good Seedings for k-Means

Robots & Cyborgs like <you>

1. Scalable Deep Reinforcement Learning for Robotics Vision

2. Say Hello to Our Disappointing Robot Future

3. A Prosthetic Hand that Feels

Deep Learning Bits

1. Step-by-Step Guide: Structuring Deep Learning Projects

2. Practical Advice for Building Deep Neural Nets

3. Mapping Environments with Deep Neural Nets

startups -> radar

1. Agora.ai - A Marketplace for AI and Datasets

2. Deuro - Democratize AI on the Blockchain

3. FastData.io - The Fastest Streaming Processing in the World

ML Datasets & Stuff

1. The Walt Disney’s Lab Datasets

2. NASA Earth Observation Datasets

3. Hurricane Harvey Twitter 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.

Did you enjoy this issue?

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.

PLEASE NOTE: Data Machina is no longer published here. Go to https://datamachina.substack.com to get the latest Data Machina

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