Monday newsletter published by Data Science Central. Previous editions can be found here. The contribution flagged with a + is our selection for the picture of the week. To subscribe, follow this link.  

Announcement

• Join us this Wednesday, July 24th at 12 pm EST for a webinar on How to Build Custom NLP Models to Transform Your Social Listening Analysis - without having to be a Data Scientist. Reserve your seats now! Even if you can't make it sign up - we'll send you the recording. Register Now.

Featured Resources and Technical Contributions 

• Comparing Model Evaluation Techniques - Part 2: Classification and Clustering
• Data Science using your high school maths knowledge - Gradient Descent
• Linear and logistic regression in Excel and R - with RegressIt
• Free book: The Data Engineering cookbook by Andreas Kretz 
• Try our New Random Number Generator 
• Visualizing and Animating Optimization Algorithms with Matplotlib 
• Streamlining Predictive Modeling Workflow with Sagemaker and Essentia 
• Building Neural Network in Keras 
• The Mathematics behind Artificial Intelligence and Deep Learning 
• Bayesian Machine Learning 
• Scraping Nasdaq news using Python 
• Breast Cancer Classification & Prediction using Neural Networks 
• Question: Flag vectors to encode features (Python) 

Featured Articles

• Thinking about Moving Up to Automated Machine Learning (AML) 
• Value Chains vs Network…Make Way for Co-creation Business Models 
• Let's Add Coding to Writing in Mathematics 
• Modern Microservice Applications: Foxes vs. pigeons vs. groundhogs 
• Return of the Thriller “3 Horizons of Digital Transformation” +
• If not mean-variance finance, then what? 
• Is Python Completely Object Oriented? 
• A Technical Look at How Criminals Use AI 
• 5 Reasons You Need a Better Data Management Solution 
• R, without all that pesky code! 
• How IoT Is Shaping the Agriculture Sector 
• Smart Farming, or the Future of Agriculture 

Picture of the Week

Source: article flagged with a + 

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• Why Data Prep is Step 1 for Analytics Success - Aug 6
• 9 Best Practices for Data Blending - July 31
• What Is Inclusive Data Storytelling, And Why Does it Matter? - July 30
• Data Science Based Decisions: Mixed-Integer Programming - DSC Podcast
• Statistics -- New Foundations, Toolbox, and Machine Learning Recipes
• Free Book: Classification and Regression In a Weekend(members only)
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• New Book: Enterprise AI - An Applications Perspective (members only)

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