) KDnuggets™ News 18:n32, Aug 29: Data Visualization Cheat Sheet; Auto-Keras, or Deep Learning Model in 4 Lines of Code
KDnuggets News took a break last week, so this issue is doubly full of Data Science goodness. Check Data Visualization Cheat Sheet, see how to do Deep Learning in just 4 lines, learn about Emotion and Sentiment analysis, check 16 other interesting tutorials, and may be you know someone who can fill any of 16 jobs below.
Features | Tutorials | Opinions | Tops | News | Webcasts | Courses | Meetings | Jobs | Academic | Image of the week
Features
Tutorials, Overviews
Opinions
Top Stories, Tweets
News
Webcasts and Webinars
Courses, Education
Meetings
Jobs
Academic
Image of the week
Features
Data Visualization Cheat Sheet
Auto-Keras, or How You can Create a Deep Learning Model in 4 Lines of Code
- Emotion and Sentiment Analysis: A Practitioner's Guide to NLP
- How to Set Up a Free Data Science Environment on Google Cloud
- Why Automated Feature Engineering Will Change the Way You Do Machine Learning
- John Elder at Predictive Analytics World London, 17-18 October - Save with the Early Bird price until 24 August
Tutorials, Overviews
- Linear Regression In Real Life
- How to Make Your Machine Learning Models Robust to Outliers
- Are Vectorized Random Number Generators Actually Useful?
- Multi-Class Text Classification with Scikit-Learn
- Comparison of the Most Useful Text Processing APIs
- 9 Things You Should Know About TensorFlow
- Docker Cheat Sheet
- UX Design Guide for Data Scientists and AI Products
- Basic Statistics in Python: Probability
- Interpreting a data set, beginning to end
- Introduction to Fraud Detection Systems
- Named Entity Recognition: A Practitioner's Guide to NLP
- Reinforcement Learning: The Business Use Case, Part 2
- A Crash Course in MXNet Tensor Basics & Simple Automatic Differentiation
- An Introduction to t-SNE with Python Example
- AutoKeras: The Killer of Google's AutoML
Opinions
- What Data Scientists Want?
- DynamoDB vs. Cassandra: from "no idea" to "it's a no-brainer"
- Leveraging Agent-based Models (ABM) and Digital Twins to Prevent Injuries
- Cartoon: Machine Learning takes a vacation
- Project Hydrogen, new initiative based on Apache Spark to support AI and Data Science
Top Stories, Tweets
- Top Stories, Aug 20-26: Data Visualization Cheat Sheet; Comparison of the Most Useful Text Processing APIs
- Top KDnuggets tweets, Aug 15-21: How to Set Up a Free Data Science Environment on Google Cloud
- Top Stories, Aug 13-19: Data Scientist guide for getting started with Docker; Auto-Keras, or How You can Create a Deep Learning Model in 4 Lines of Code
- Top KDnuggets tweets, Aug 1-14: Basic Statistics in Python; Essential Command Line Tools for Data Scientists
News
- Top Considerations for Selecting a Real-time Streaming Analytics Platform
- Analyze, engineer, design: Do it all with Dash
- The 2018 Data Scientist Report is Here
- One-Click Machine Learning Deployments with Anaconda Enterprise
- AnalyticsX Hackathon: Seize the data!
- AI-driven Insurance - Insights from AXA and Generali
Webcasts and Webinars
- Nvidia: AI Training for Self-Driving Vehicles [On-demand Webinar]
- Machine Learning with TensorFlow [on-demand webinar]
Courses, Education
Meetings
- Learn from the experts at Google Brain, UC Berkley, Adobe Research & FAIR at SF Deep Learning Summit, Jan 24-25
- The Deadly Dozen & Data Science for Managers - Outstanding Workshops at Predictive Analytics World for Government, Sep 18-19, Washington, DC
- The future of Big Data, Machine Learning and Data Visualization in Europe
- John Elder at Predictive Analytics World London, 17-18 October - Save with the Early Bird price until 24 August
- Open Data Science West Schedule Live, Europe Keynotes, and India Selling Out
Jobs
- UnitedHealth Group: Data Analyst - Global Finance [Minnetonka, MN]
- UnitedHealth Group: Health Care Data Analytics Consultant [Minnetonka, MN]
- Bain: Data Science Manager [Boston, MA, Chicago, IL, Dallas, TX, or Washington, DC]
- CargoMetrics Technologies LLC: Maritime Data Scientist [Boston, MA]
- Kinetica: Software Engineer (Python) [Arlington, VA]
- Kinetica: Sr. Software Engineer (Machine Learning) [Arlington, VA]
- Mars: Sr Business Translator (Mount Olive, NJ or Chicago, IL)
- Mars: Sr Data Scientist (Mount Olive, NJ or Chicago, IL)
- Mars: Data Engineer (Chicago, IL or Mount Olive, NJ)
- Mars: Digital Business Translator (Chicago, IL or Mount Olive, NJ)
- Mars: Data Scientist (Chicago, IL or Mount Olive, NJ)
- Mars: Senior Data Engineer (Chicago, IL or Mount Olive, NJ)
- UnitedHealth Group: Big Data Engineering Lead (Eden Prairie, MN)
- UnitedHealth Group: Senior ETL Developer (Horsham, PA)
- UnitedHealth Group: Associate Director, Healthcare Economics (Santa Ana, CA)
Academic
- U. of Zurich: Assistant Professorship in Interacting with Data (Non-tenure Track) [Zurich, Switzerland]
- Monash University: Research Fellow - AI Optimisation Group (Melbourne, Australia)
- Syracuse University: Information Studies - Open-Rank Tenure-Track Faculty (Four Positions) (Syracuse, NY)
Image of the week
A snapshot from Data Visualization Cheat Sheet