Author Archives: 365Data Science

Data that is updated in real-time requires additional handling and special care to prepare it for machine learning models. The important Python library, Pandas, can be used for most of this work, and this tutorial guides you through this process for analyzing time-series data. Originally from KDnuggets https://ift.tt/2RVSqIk source https://365datascience.weebly.com/the-best-data-science-blog-2020/introduction-to-time-series-analysis-in-python

All the PyTorch functionality you will ever need while doing Deep Learning. From an Experimentation/Research Perspective. Originally from KDnuggets https://ift.tt/33Urxdg source https://365datascience.weebly.com/the-best-data-science-blog-2020/the-most-complete-guide-to-pytorch-for-data-scientists

Also: Online Certificates/Courses in #AI, #BusinessAnalytics, #DataScience, #MachineLearning from Top Universities; 24 Best (and #Free) #Books To Understand #MachineLearning; New Poll: What Python IDE / Editor you used the most in 2020?; Mathematics for #MachineLearning: The #Free eBook Originally from KDnuggets https://ift.tt/32WWz56 source https://365datascience.weebly.com/the-best-data-science-blog-2020/top-kdnuggets-tweets-sep-16-22-an-overview-of-63-machinelearning-algorithms

The first in a series of blogs by FICO’s Benjamin Baer introduces the role of decision management as a critical means to help data-driven insights drive your business decisions. Originally from KDnuggets https://ift.tt/362dV28 source https://365datascience.weebly.com/the-best-data-science-blog-2020/how-well-do-you-wear-your-operationalizing-analytics-hat-take-this-simple-quiz-to-find-out

The reference architecture is powering mission critical machine learning workflows within LinkedIn. Originally from KDnuggets https://ift.tt/3i1h0lj source https://365datascience.weebly.com/the-best-data-science-blog-2020/linkedins-pro-ml-architecture-summarizes-best-practices-for-building-machine-learning-at-scale

Source: Unsplash Common Challenges Associated With CV Systems Employing ML Algorithms Computer vision (CV) is a major task for modern Artificial Intelligence (AI) and Machine Learning (ML) systems. It’s accelerating nearly every domain in the tech industry enabling organizations to revolutionize the way machines and business systems work. Academically, it is a well-established area of computerContinue reading “Computational Needs for Computer Vision (CV) in AI & ML Systems”

Deep Autoencoder in Action: Reconstructing Handwritten Digit Image reconstruction using autoencoder. Hello world, welcome back to my page! Here I wanna show you another project that I just done, A Deep Autoencoder. So autoencoder is essentially just a kind of neural network architecture, yet this one is more special thanks to its ability to generateContinue reading “The Deep Autoencoder in Action: Digit Reconstruction”

AI and Ethics. Photo by Boris M on Unsplash Autonomous machines are already a significant feature of modern society and are becoming ever more pervasive. Although they bring undoubted benefits, this is accompanied by concerns. It is important that such machines function as a benign part of our society, and this means that they should behave inContinue reading “Ethical approaches and autonomous systems.”

Data science work typically requires a big lift near the end to increase the accuracy of any model developed. These five recommendations will help improve your machine learning models and help your projects reach their target goals. Originally from KDnuggets https://ift.tt/3iX9N7k source https://365datascience.weebly.com/the-best-data-science-blog-2020/how-i-consistently-improve-my-machine-learning-models-from-80-to-over-90-accuracy

In this article, we will focus on various machine learning, deep learning models, and applications of AI which can pave the way for a new data-centric era of discovery in healthcare. Originally from KDnuggets https://ift.tt/2G6W6E4 source https://365datascience.weebly.com/the-best-data-science-blog-2020/artificial-intelligence-for-precision-medicine-and-better-healthcare