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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.

Featured Resources and Technical Contributions

• Four ways to encode non-numerical tabular data 
• Practical Apache Spark in 10 minutes: Streaming 
• Scalable IoT ML Platform with Apache Kafka + Deep Learning + MQTT 
• Machine Learning with C++ : Classification with Shark-ML 
• R Code for Cox & Stuart Test for Trend Analysis 
• Java API documentation for DataMelt 
• Overview and Classification of Machine Learning Problems 
• Learn How to Perform T-tests using Python 

Featured Articles

• Comparing the Four Major AI Strategies 
• Top 10 Challenges to Practicing Data Science at Work 
• Why Every Data Scientist Needs A Data Engineer 
• It’s Not Digital Transformation; It’s “Intelligence Transformation” We Seek +
• How to Optimize Data Access? 
• Digital Marketing: Are you avoiding these common problems? 
• Harnessing the power of data to transform asset-intensive value chains 
• The Future of AI-Powered Translation on Social Media Platforms 
• Everipedia vs Wikipedia for data mining 

Forum Questions

• Question: Choosing weights in weighted moving average 
• Question: On-the-job training 
• Question: Data Exploration, Pre-Processing and Feature Engineering 
• Question: Can you recommend a free online data warehouse? 
• Question: Multi-label, multi-class unsupervised classification 
• Question: Need guidance: beginner data/business analyst 

Picture of the Week

Source for picture: contribution marked with a +

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