KDnuggets™ News 21:n28, Jul 28: Design patterns in machine learning; The Best NLP Course is Free
What are the Design patterns for Machine Learning and why you should know them? For more advanced readers, how to use Kafka Connect to create an open source data pipeline for processing real-time data; The state-of-the-art NLP course is freely available; Python Data Structures Compared; Update your Machine Learning skills this summer.
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Features
- Design patterns in machine learning, by Ágoston Török
- How to Use Kafka Connect to Create an Open Source Data Pipeline for Processing Real-Time Data, by Paul Brebner
- The Best SOTA NLP Course is Free!, by Matthew Mayo
- Python Data Structures Compared, by Matthew Mayo
- Machine Learning Skills – Update Yours This Summer, by Ahmad Anis
- Why and how should you learn “Productive Data Science”?, by Tirthajyoti Sarkar
Products, Services
- ARTIFICIAL INTELLIGENCE (AI), A TEXTBOOK, by Charu Aggarwal
- MS in Analytics at Northwestern – Learn about the benefits of corporate sponsorship, by Northwestern University
Tutorials, Overviews
- Facebook Open Sources a Chatbot That Can Discuss Any Topic, by Jesus Rodriguez
- Not Only for Deep Learning: How GPUs Accelerate Data Science & Data Analytics, by Kevin Vu
- Top Python Data Science Interview Questions, by Nate Rosidi
- Full cross-validation and generating learning curves for time-series models, by Mehmet Suzen
- Overview of Albumentations: Open-source library for advanced image augmentations, by Olga Chernytska
- The Lost Art of Decile Analysis, by Venkat Raman
- ColabCode: Deploying Machine Learning Models From Google Colab, by Kaustubh Gupta
- WHT: A Simpler Version of the fast Fourier Transform (FFT) you should know, by Sean O’Connor
Opinions
Top Stories, Tweets
- Top Stories, Jul 19-25: Top 6 Data Science Online Courses in 2021; 11 Important Probability Distributions Explained, by KDnuggets
Jobs
- See our recent jobs in AI, Analytics, Data Science, Machine Learning
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