Category Archives: Data Science News

With an analysis of over a thousand Data Scientist job descriptions in the USA, check out the trends for 2020 and current expectations on new positions in the field, including credentials, experience, and programming languages. Originally from KDnuggets https://ift.tt/31BIjNd source https://365datascience.weebly.com/the-best-data-science-blog-2020/data-scientist-job-market-2020

Netflix’s Polynote is a New Open Source Framework to Build Better Data Science Notebooks; Metrics to Use to Evaluate Deep Learning Object Detectors; Setting Up Your Data Science & Machine Learning Capability in Python; Which Data Science Skills are core and which are hot/emerging ones? Originally from KDnuggets https://ift.tt/2XJVR82 source https://365datascience.weebly.com/the-best-data-science-blog-2020/top-stories-aug-3-9-know-what-employers-are-expecting-for-a-data-scientist-role-in-2020

A research from Facebook proposes a Beyasian optimization method to run A/B tests in machine learning models. Originally from KDnuggets https://ift.tt/3iwO4md source https://365datascience.weebly.com/the-best-data-science-blog-2020/facebook-uses-bayesian-optimization-to-conduct-better-experiments-in-machine-learning-models

Source NLP in Healthcare? Sure, It’s a thing! What is NLP? Natural Language Processing, or NLP for short, is broadly defined as the automatic manipulation of natural language, like speech and text, by software. Or in rather simple terms, we may divide the term into Natural Language and Processing. Natural language refers to the way we, humans,Continue reading “NLP in Healthcare.”

Source Fundamentals of AI, ML and Deep Learning for Product Managers As promised in the previous post, we are going to describe in detail the powerful AI/ Machine-learning algorithms driving innovation at companies such as Quora, Uber, Netflix, Amazon among others. Before that, we need to learn some basics. This post covers those fundamental building blocks of AI. Source:Continue reading “Fundamentals of AI ML for Product Managers”

A single source of truth provides stakeholders with a clear picture of the enterprise assets and the potential complications that can disrupt the data strategy. Find out how you can implement this single source of truth in your enterprise ecosystem. Originally from KDnuggets https://ift.tt/2F2HpBF source https://365datascience.weebly.com/the-best-data-science-blog-2020/how-a-single-source-of-truth-can-benefit-your-organization

I have struggled in the past to really understand the real meaning behind the use of activation functions in the CNN architecture.I will try to make it very clear using a simple use case Let’s take a 3 layer neural Network architecture (below figure), w1, w2, w3, b1, b2, b3 are the weight vectors and biasContinue reading “Why to use activation units/functions (non-linearity) inside convolution neural networks (CNNs)”

In this blog, we are going to classify emails into Spam and Anti Spam. Here I have used SVM Machine Learning Model for that. All the source code and dataset are present in my GitHub repository. Links are available in the bottom of this blog. So let’s understand the dataset first. Here in the dataset, you can seeContinue reading “Spam Mail Detection Using Support Vector Machine.”

Photo by Louis Reed on Unsplash Welcome to My Week in AI! Each week this blog will have the following parts: What I have done this week in AI An overview of an exciting and emerging piece of AI research Progress Update Applying models across domains This week I have been working on applying seq2seq models to time seriesContinue reading “My Week in AI: Part 9”

With the job landscape in Data Science becoming hyper-competitive, there are clear strategies you can consider to find your way to snagging a position in the field. Originally from KDnuggets https://ift.tt/33DwUPA source https://365datascience.weebly.com/the-best-data-science-blog-2020/the-uncommon-data-science-job-guide