2021-07-09

2021-07-09

Top 8 ideas to use deepfakes for marketing, sales & business growth & Top 5 AI tools to make decent deepfakes
signum.ai
Deep Learning Applications

Credit: signum.ai
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Continuous Integration and Deployment for Machine Learning Online Serving and Models
eng.uber.com
MLOps Machine Learning

Credit: Joseph Wang, Jia Li, Yi Zhang, and Yunfeng Bai
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Zillow Launches New Neural Zestimate, Yielding Major Accuracy Gains
zillow.mediaroom.com
Machine Learning Applications

Credit: Zillow
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An easy python implementation of Q-learning for Snake
youtube.com
Tutorial Reinforcement Learning

Credit: Sandro Giacomuzzi
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Machine Learning for Beginners - A Curriculum
github.com
Machine Learning Tutorial

Credit: Microsoft
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2021-10-14

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Machine Learning & AI

StyleGAN3: Alias-Free Generative Adversarial Networks
nvlabs.github.io

Credit: Tero Karras et al.
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AI Predicts Accident Hot-Spots From Satellite Imagery and GPS Data
unite.ai

Credit: Martin Anderson
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Computer Scientist Wins $1 Million Artificial Intelligence Prize, a New Nobel
pratt.duke.edu

Credit: Cynthia Rudin
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📊

Data Science & Analytics

How to Train Large Deep Learning Models as a Startup
assemblyai.com

Credit: Dylan Fox
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All Top Python Libraries for Data Science Explained (with Code)
towardsdatascience.com

Credit: Frank Andrade
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☁️

Cloud & MLOps

MLOps project based template
kuutsav.github.io

Credit: Utsav
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An Engineer's Guide to Building a Database for Data-Intensive Applications
singlestore.com

Credit: Carl Sverre
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👔

Business & Career

How I Got a Job at DeepMind as a Research Engineer (without a Machine Learning Degree!)
medium.com

Credit: Aleksa Gordić
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AI research: the unreasonably narrow path and how not to be miserable 🎞️
youtube.com

Credit: Rosanne Liu
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$35M to leverage AI for better water management
telepath.io

Credit: Andrew Blumenfeld
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Gretel AI raises $50M for a platform that lets engineers build and use synthetic data sets to ensure the privacy of their actual data
techcrunch.com

Credit: Ingrid Lunden
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2021-09-28

🤖

Machine Learning & AI

Deep Learning's Diminishing Returns
spectrum.ieee.org

Credit: Neil Thompson

Credit: Kristjan Greenewald

Credit: Keeheon Lee

Credit: Gabriel F Manso
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The Myth of Artificial Intelligence
bdtechtalks.com

Credit: Ben Dickson
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Mimicking the brain: Deep learning meets vector-symbolic AI
research.ibm.com

Credit: IBM Research
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📊

Data Science & Analytics

Data Quality Metrics for Data Warehouses
metaplane.dev

Credit: Kevin Hu
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Vectors are over, hashes are the future of AI
sajari.com

Credit: Sajari
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☁️

Cloud & MLOps

Checkpoint: A Better Process for Promoting Models to Production
medium.com

Credit: Kevin Flansburg
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The World’s Biggest AI Chip Now Comes Stock With 2.6 Trillion Transistors
singularityhub.com

Credit: Singularity Hub
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👔

Business & Career

2021 Data/AI Salary Survey
oreilly.com

Credit: Oreilly
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Beware survivorship bias in advice on science careers
nature.com

Credit: David Hemprich-Bennett et al.

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2021-09-21

🤖

Machine Learning & AI

Decoupling Magnitude and Phase Estimation with Deep ResUNet for Music Source Separation
github.com

Credit: Bytedance
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How to unit test machine learning code?
neuraxio.com

Credit: Guillaume Chevalier
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The One Hundred Year Study on Artificial Intelligence Report
ai100.stanford.edu

Credit: Stanford University
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📊

Data Science & Analytics

The Definitive Guide to Embeddings
featureform.com

Credit: FeatureformML
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De-identify, re-identify: Anonymised data's dirty little secret
theregister.com

Credit: Danny Bradbury
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☁️

Cloud & MLOps

The Road to Hell Starts with Good MLOps Intentions
dvc.org

Credit: Dmitry Petrov
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Complete Machine Learning pipeline for NLP tasks

Credit: Ivan Senilov
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Machine Learning Hyperparameter Optimization with Argo
canvatechblog.com

Credit: Ryan Lin

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👔

Business & Career

DeepMind spent years trying to break away from Google. Insiders detail a secret plot sparked by distrust and driven by fears the search giant would sell its AI to the military.
businessinsider.com

Credit: Hugh Langley
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40k Book Recommendations on HN Extracted Using Deep Learning
hacker-recommended-books.vercel.app

Credit: Wenbo Tao

Credit: Torbet McNeil
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The Shortcomings of Amazon Mechanical Turk May Threaten Natural Language Generation Systems
unite.ai

Credit: Martin Anderson
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2021-09-14

🤖

Machine Learning & AI

Has AI found a new Foundation?
thegradient.pub
Research Machine Learning

Credit: The Gradient
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Make Slow Motion Videos With AI! TimeLens explained: a new model for video frame interpolation published at CVPR2021 πŸ”Š
youtu.be
Computer Vision Machine Learning

Credit: Louis Bouchard
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MIT: Measuring Media Bias in Major News Outlets With Machine Learning
unite.ai
Bias Applications

Credit: Martin Anderson
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📊

Data Science & Analytics

JetBrain's Data Science IDE Now Open to All
blog.jetbrains.com
Tools Data Science

Credit: JetBrains
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Parallelizing Python Code
towardsdatascience.com
Python Applications

Credit: Michael Galarnyk

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☁️

Cloud & MLOps

Why data scientists shouldn’t need to know Kubernetes
huyenchip.com
MLOps Kubernates

Credit: Chip Huyen
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Kedro - A Python Framework for Reproducible Data Science Project
towardsdatascience.com
Kedro Data Science

Credit: Khuyen Tran
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👔

Business & Career

Ex-Googlers raise $40 million to democratize natural-language AI
utoronto.ca
Business Investments

Credit: University of Toronto
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Grammarly built an ML model to predict what text will be read or skipped
grammarly.com
Applications Machine Learning

Credit: Grammarly
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Data science education lacks a much-needed focus on ethics
theconversation.com
Ethics Data Science

Credit: Jeffrey Oliver

Credit: Torbet McNeil
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2021-09-07

🤖

Machine Learning & AI

Introducing Omnimattes: A New Approach to Matte Generation using Layered Neural Rendering
ai.googleblog.com
Computer Vision Machine Learning

Credit: Forrester Cole

Credit: Tali Dekel
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A Gentle Introduction to Graph Neural Networks
distill.pub
Neural Networks Machine Learning

Credit: Benjamin Sanchez-Lengeling

Credit: Emily Reif

Credit: Adam Pearce

Credit: Alex Wiltschko
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Greedy AI Agents Learn to Cooperate
Reinforcement Learning Machine Learning

Credit: Somdeb Majumdar
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📊

Data Science & Analytics

A Practical Summary of Matplotlib in 13 Python Snippets
towardsdatascience.com
Visualization Python

Credit: Lucas Soares
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Python library for rich text and beautiful formatting in the terminal
github.com
Tools Python

Credit: Will McGugan
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☁️

Cloud & MLOps

Running Airflow with Docker on EC2 + CI/CD with GitLab
towardsdatascience.com
Airflow MLOps

Credit: Ammar Chalifah
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A lightweight tool for versioning data alongside source code and building data pipelines
github.com
Pipelines MLOps

Credit: Kevin Hanselman
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👔

Business & Career

How OpenAI Sold its Soul for $1 Billion
onezero.medium.com
News Business

Credit: Alberto Romero
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What I learned after writing summaries for 50 AI papers over the last 6 months
casualganpapers.com
Career Research

Credit: Kirill Demochkin
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Changes to the data science role and to data science tools πŸ”Š
thedataexchange.media
Data Science Career

Credit: Ben Lorica
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Machine Learning Applications Data Science