Best Ph.D. Programs in Machine Learning (ML) for 2022
Derivate created with Photoshop. Best Ph.D. Programs in Machine Learning (ML) for 2021 These are the best universities to pursue a Ph.D. in machine learning, with research rankings in AI and machine learning research. Considering various factors such as the research areas, research …
Baseball Pitch Prediction
Author(s): Shafin Haque Credits Predicting the next pitch in baseball with machine learning Introduction Dodger’s shortstop Corey Seager is up to bat with two outs in the ninth inning. Fastball inside, he makes contact… grounder to second, and he’s out. And the …
Natural Language Processing (NLP)
Author(s): Johar M. Ashfaque Source: Pixabay Everything we express (either verbally or in written) carries huge amounts of information. The topic we choose, our tone, our selection of words, everything adds some type of information that can be interpreted, and value extracted …
Data Science Evaluation Metrics — Unravel Algorithms
Last Updated on December 14, 2020 by Editorial Team Author(s): Maximilian Stäbler Photo by Luke Chesser on Unsplash Lessons learned about evaluation metrics for classification tasks. If you do not know how to ask the right question, you discover nothing. – W. Edwards Deming …
How to add Julia to Jupyter Notebook
Author(s): Chetan Ambi Take your first steps towards Julia for Machine Learning Continue reading on Towards AI » Published via Towards AI …
Extracting Features from Text Data
Author(s): Bala Priya C Natural Language Processing Part 3 of the 6 part technical series on NLP Photo by Caleb Woods on Unsplash Hey everyone! 👋 This is part 3 of the 6 part NLP series; Part 1 of the NLP series introduced basic concepts …
Know What Employers are expecting for a Data Scientist Role
The analysis is done from 1000+ recent Data scientist jobs, extracted from job portals using web scraping. Author(s): Shareef Shaik Recently, I actively started looking for a job change to Data science, and I don’t have any formal education like a Master’s or …
Efficient Pandas: Using Chunksize for Large Datasets
Author(s): Lawrence Alaso Krukrubo Exploring large data sets efficiently using Pandas Data Science professionals often encounter very large data sets with hundreds of dimensions and millions of observations. There are multiple ways to handle large data sets. We all know about the distributed file …
Odds Ratio Does What Risk Ratio Fails to Do — an Intuitive Example
Author(s): Atul Sharma Statistics Odds Ratio Does What Risk Ratio Fails to Do — an Intuitive Example Understand the concept from scratch Photo by Sydney Sims on Unsplash Let’s begin by dropping the ultimate takeaway of this blog: “The odds ratio is a consistent measure for both …
Convolutional Neural Networks (CNNs) Tutorial with Python
Author(s): Towards AI Team Source: Pixabay Convolutional Neural Networks (CNNs) Tutorial with Python An in-depth tutorial on convolutional neural networks (CNNs) with Python Author(s): Saniya Parveez, Roberto Iriondo This tutorial’s code is available on Github and its full implementation as well on Google Colab. …
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