Author Archives: 365Data Science

Read this second entry in a series on time series analysis and seasonality, and see how, through 2 simple use cases, the power of a seasonality index is uncovered. Originally from KDnuggets https://ift.tt/2K6pd9z source https://365datascience.weebly.com/the-best-data-science-blog-2020/forecasting-stories-2-the-power-of-a-seasonality-index

As anticipation grows for Predictive Analytics World’s virtual conferences (PAW for Industry 4.0, PAW for Healthcare and Deep Learning World on 11-12 May 2020) and virtual workshops (13 May 2020), here is a chance to start familiarising yourself with the quality of the content and of the virtual networking. Gain an insight into how toContinue reading “Free Workshop Preview: Data Thinking with Martin Szugat”

In any technical development field, having other practitioners review your work before shipping code off to production is a valuable support tool to make sure your work is error-proof. Even through your preparation for the review, improvements might be discovered and then other issues that escaped your awareness can be spotted by outsiders. This peerContinue reading “Peer Reviewing Data Science Projects”

After given the project of building and comparing a Support Vector Machine machine learning model with the multilayer perceptron machine learning model, I was interested in comparing the two models in-depth. The dataset that the project was using was a Wisconsin Breast Cancer Dataset, where there were two classifications my machines were supposed to predict.Continue reading “Comparing SVM and MLP Machine Learning Models”

Source At the Barbican Center in London, on October 31st, 2018, London Contemporary Orchestra will play two great pieces of contemporary classical music by Giacinto Scelsi and John Luther Adams. However, there is something new and unique about this event. In unprecedented step, the music will be accompanied by visuals that are automatically generated usingContinue reading “Music2Art: Automatic Generation of AI Imagery Reacting to Music”

Pinkall’s flat torus (Image source : https://www.math.wisc.edu/~maribeff/761.html) Differential geometry is a mathematical discipline that uses tools of calculus and algebra to study problems in geometry. Sounds daunting? Yeah, same. So this series of articles is an attempt to break it down into simpler questions and even simpler answers because I myself am not from a purelyContinue reading “What are Riemannian Manifolds and why do we care? (Part 1)”

Also: Top KDnuggets tweets, Apr 01-07: How to change global policy on #coronavirus; 5 Ways Data Scientists Can Help Respond to COVID-19 and 5 Actions to Avoid; How to Do Hyperparameter Tuning on Any Python Script in 3 Easy Steps; COVID-19 Visualized: The power of effective visualizations for pandemic storytelling Originally from KDnuggets https://ift.tt/34ENuwY sourceContinue reading “Top Stories Apr 6-12: Mathematics for Machine Learning: The Free eBook; 10 Must-read Machine Learning Articles (March 2020)”

The goal of this essay is to discuss meaningful machine learning progress in the real-world application of drug discovery. There’s even a solid chance of the deep learning approach to drug discovery changing lives for the better doing meaningful good in the world. Originally from KDnuggets https://ift.tt/2VnD5kZ source https://365datascience.weebly.com/the-best-data-science-blog-2020/how-deep-learning-is-accelerating-drug-discovery-in-pharmaceuticals

The new reinforcement learning agent innovates over previous architectures achieving one of the most important milestones in the AI space. Originally from KDnuggets https://ift.tt/3b3mjOM source https://365datascience.weebly.com/the-best-data-science-blog-2020/deepmind-unveils-agent57-the-first-ai-agents-that-outperforms-human-benchmarks-in-57-atari-games

The KNIME Summits, in spring and fall, have been taking place since 2008 in Europe and the US. In light of the coronavirus, this year’s KNIME Spring Summit moved online. Not too late to participate: KNIME Spring Summit continues online. Check out the extended summit program now. Originally from KDnuggets https://ift.tt/2wtJxhO source https://365datascience.weebly.com/the-best-data-science-blog-2020/knime-spring-summit-online-edition