Introduction When working on a machine learning project, you need to follow a series of steps until you reach your…
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Unpopular Opinion – Data Scientists Should Be More End-to-End
By Eugene Yan, Applied Science at Amazon, Writer & Speaker. Recently, I came across a Reddit thread on the different roles in…
Continue ReadingThere’s more going on here
At a new faculty orientation, a professor encouraged us rookies to teach intro courses and to keep coming back to…
Continue ReadingHow to Effectively Obtain Consumer Insights in a Data Overload Era
By Patrícia Osorio, Co-Founder & CMO, Birdie The COVID-19 pandemic has brought numerous impacts to our routine. One of the most…
Continue Reading5 Must-Watch Talks Before your Next Data Science Hackathon (featuring SRK, Dipanjan Sarkar, and more!)
Overview Data science hackathons are a great way to test, improve and build your data science skillset Hear from top…
Continue ReadingDataOps Engineer Will Be the Sexiest Job in Analytics
Years ago, prior to the advent of Agile Development, a friend of mine worked as a release engineer. His job was…
Continue ReadingEmbracing and Leveraging the Data-Driven Pressure in Industry 4.0
In this special guest feature, John Joseph, CEO & Co-founder of Datanomix, explores why real-time actionable manufacturing data is needed…
Continue ReadingTensorFlow Object Detection — 1.0 & 2.0: Train, Export, Optimize (TensorRT), Infer (Jetson Nano)
Part 1 — Detailed steps from training a detector on a custom dataset to inferencing on jetson nano board or…
Continue Reading11 Easy-to-Achieve Steps to Transition into Data Science (for Reporting and BI Professionals!)
Overview Are you looking for a role in data science? You’ll have a far easier time coming from the Reporting,…
Continue ReadingMachine Learning in Cyber Security — Malicious Software Installation
Introduction Monitoring of user activities performed by local administrators is always a challenge for SOC analysts and security professionals. Most…
Continue ReadingAutomate Azure Databricks Platform Provisioning and Configuration
Table of Contents Introduction Automation options Common workflow Pre-Requisites Create Azure Resource Group and Virtual Network Provision Azure Application /…
Continue ReadingAI Under the Hood: FunCorp.
How machine learning affects social media content? The impact on artificial intelligence on tech platforms What was once seen as…
Continue ReadingEasily Clone your Delta Lake for Testing, Sharing, and ML Reproducibility
Introducing Clones An efficient way to make copies of large datasets for testing, sharing and reproducing ML experiments We are…
Continue ReadingBuilding a Modern Risk Management Platform in Financial Services
This blog was collaboratively written with Databricks partner Avanade. A special thanks to Dael Williamson, Avanade CTO, for his contributions.…
Continue ReadingCombined Algorithm Selection and Hyperparameter Optimization (CASH Optimization)
Machine learning model selection and configuration may be the biggest challenge in applied machine learning. Controlled experiments must be performed…
Continue ReadingLearning Database for Data Science Tutorial – Perform MongoDB Indexing using PyMongo
Overview Indexing is MongoDB – a key aspect to managing and executing your database queries efficiently in data science Learn…
Continue ReadingSeam Carving Algorithm : A Seemingly Impossible Way of Resizing An Image
Introduction In this article, we will be taking a deep dive into an interesting algorithm known as “Seam Carving”. It…
Continue ReadingKDD 2020 Celebrates Recipients of the SIGKDD Best Paper Awards
Top Data Scientists Honored for Advanced Research and Applied Data Science in the Field of Knowledge Discovery in Data and Data Mining KDD 2020,…
Continue ReadingSuperfactorial
The factorial of a positive integer n is the product of the numbers from 1 up to and including n:…
Continue ReadingAs AI Evolves, No Need For Overhaul of U.S. Patent System … Yet
It’s not surprising that we’ve experienced an explosion in artificial intelligence (AI) patent activity over the past several years. As…
Continue ReadingHow to Build a Sales Forecast using Microsoft Excel in Just 10 Minutes!
Overview Learn how to build an accurate forecast in Excel – a classic technique to have for any analytics professional…
Continue ReadingCreate your first Video Face Recognition app + Bonus (Happiness Recognition)
Introduction Easy way to build a video face detection app that detects and recognizes happiness in your computer’s camera using…
Continue ReadingHyperparameter Optimization With Random Search and Grid Search
Machine learning models have hyperparameters that you must set in order to customize the model to your dataset. Often the…
Continue ReadingVideo Highlights: How to Set Up a Remove Data Science Team
The talk below was part of a joint webinar with Appsilon and RStudio on July 28, 2020. In the presentation,…
Continue ReadingSymplectic Euler
This post will look at simple numerical approaches to solving the preditor-prey (Lotka-Volterra) equations. It turns out that the simplest…
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