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Areas Served: Data Science Curriculum
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Recommended curriculum for intro-level data science self-study Top highlight Photo by Kelly Sikkema on Unsplash As a data science educator, lots of people interested in getting into data science have contacted me …
Microsoft Data Science Interviews
Author(s): Kenny Kim Originally published on Towards AI. Understanding the interview process from the interviewer’s perspective from ex-Microsoft and ex-Expedia. Photo by Andrew Mantarro on Unsplash A couple of weeks ago, I saw a few posts about the Microsoft interview process. Both …
Productivity Tools for Large-scale Data Science Projects
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Analyzing different productivity tools used for real-world industrial type projects Photo by imgix on Unsplash Basic productivity tools for data science such as Jupyter notebook and R Studio are good tools for …
Multi-lingual Language Model Fine-tuning
Author(s): Edward Ma Originally published on Towards AI. The Problem of Low-resource Languages Photo by Chloe Evans on Unsplash English is one of the richest resources in natural language processing field. Lots of state-of-the-art NLP models support English natively. To tackle multi-lingual …
NLP News Cypher | 02.02.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Jimmy Conover on Unsplash Weekly Newsletter Natural Language Processing (NLP) News and Research NLP News Cypher U+007C 02.02.20 The Die Is Cast Today is 02.02.20 — the first global palindrome day in …
Machine Learning in Sales Processes
Author(s): Prashant Sai Originally published on Towards AI. Sales funnel processes and segments can be different for different companies based on the type of service provided by the respective company, whether it’s inbound or outbound sales. The content, campaigns, and sales pitch …
Web Application Security: Top 11 Best Practices for 2021
Author(s): Sophia Martin Originally published on Towards AI. Do you know cybercrime or hacking is quickly becoming more profitable than an illegal drug trade? Yes, you read it right! Every year we see thousands of hacking and security breaching cases in the …
Pros & Cons of the Most famous AI Algorithms
Author(s): Surya Govind Originally published on Towards AI. Photo by Alex Knight on Unsplash Famous AI weapons: what is the use, when to use & when to ignore. Point-wise summary Introduction: First, let’s see what a Classifier is: An algorithm that maps …
NLP News Cypher | 01.26.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Jeremy Bishop on Unsplash Weekly Newsletter on Natural Language Processing (NLP) News and Research NLP News Cypher U+007C 01.26.20 Big Bad NLP Database Update And…. we’re back! How was your week?? We’re …
Efficient Pandas: Using Chunksize for Large Data Sets
Author(s): Lawrence Alaso Krukrubo Originally published on Towards AI. Question One: 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 …
AI on the Edge — An AI Nerd Series |#01-Pilot
Author(s): Rakesh Acharya Originally published on Towards AI. AI on the Edge — An AI Nerd Series U+007C#01-Pilot The advent of Edge Computing and the need to bring AI to Edge In the beginning, there was one big computer. Soon we started …
Top 10 Tech Skills in 2020 Worldwide
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Top 10 tech skills in 2020 worldwide, and in the United States. Skills related to data are of the highest demand. Photo by Benjamin O. Tayo As we enter a new year …
NLP News Cypher | 01.19.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Robert Murray on Unsplash NLP News Cypher U+007C 01.19.20 Towards AI and Infinity And…. we’re back! What a week! First, we are happy to announce we are now publishing our weekly blog …
Why is Python the Ideal Programming Language for AI and Data Science?
Author(s): Kristy Hill Originally published on Towards AI. Image by Geralt at Pixabay Is Python the preferred programming language for AI and Data Science today? If yes, then let’s learn the logical reasons in this article, along with why it is an …
NLP Dataset Library
Author(s): Ricky Costa Originally published on Towards AI. Forget PIP, Conda, requirements.txt! Use Poetry Instead And Thank Me Later Bex T. in Towards AI Pain-free dependency management is finally here·8 min read·Jun 24 1.4K 17 … Read the full blog for free …
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