Lenovo Launches Next-Generation of Data Science Workstations: Maximizing Productivity with Faster Time to AI Insight
Author(s): Towards AI Editorial Team Originally published on Towards AI. Helping Scale AI & Technology Startups to Enterprises | Towards AI Source: Lenovo In a world where the data growth rate is growing exponentially, using artificial intelligence (AI) to help businesses make …
6 productivity tips for beginner data scientists, analysts and data engineers
Author(s): Gift Ojeabulu Originally published on Towards AI. Careers Tips that will fast-track productivity in your data science, analysis and engineering journey as a beginner. Photo by Kelly Sikkema on Unsplash What inspired me to write about this topic is the fact …
Finding the Needle in the Haystack: How to Train a Dense Passage Retriever
Author(s): Thilina Rajapakse Originally published on Towards AI. Let’s see how we can train a model to perform dense-passage retrieval with Transformer models using Simple Transformers. Photo by matthew Feeney on Unsplash Passage retrieval is a conceptually simple task where a system …
Microsoft Synapse ML provides a Single Interface for Building Massively Scalable Machine Learning Pipelines
Author(s): Jesus Rodriguez Originally published on Towards AI. The new platform provides a single API to abstract dozens of ML frameworks and databases. Image Credit: Microsoft Research I recently started an AI-focused educational newsletter, that already has over 100,000 subscribers. TheSequence is …
Multiclass Image Classification — Hands-On with Keras and TensorFlow
Author(s): Carla Martins Originally published on Towards AI. Part 1 — Xception Image classification or computer vision is a branch of artificial intelligence where the task is to design systems that can recognize or classify objects based on digital images. It is …
The Framework Uber Uses for Designing Optimal Statistical Experiments
Author(s): Jesus Rodriguez Originally published on Towards AI. OED enables the scoring and optimization experiments using Pyro’s probabilistic programming model. Image Credit: Uber I recently started an AI-focused educational newsletter, that already has over 100,000 subscribers. TheSequence is a no-BS (meaning no …
Top Medium Publications and Tags about Data Science in 2022
Author(s): Fabio Chiusano Originally published on Towards AI. Where to find the best articles for Data Scientists Photo by Ga on Unsplash Founded in 2012, Medium has now become one of the world’s most popular websites and, according to Alexa, it’s currently …
atoti — Build a BI Platform in Python
Author(s): Khuyen Tran Originally published on Towards AI. Data Visualization Get Insights from Your Data with Interactive UI Motivation Have you ever taken 15 minutes or so just to manipulate the data and create a plot in Python? Wouldn’t it be nice …
Common Data Cleaning Tasks in Everyday Work of a Data Scientist/Analyst in Python
Author(s): Rashida Nasrin Sucky Originally published on Towards AI. A Data Cleaning Cheat Sheet Photo by Brooks Rice on Unsplash Data cleaning is an essential part of your life if you are a data scientist, data analyst, or machine learning engineer. In …
Let’s Learn: Neural Nets #3 — Activation Functions
Author(s): Bradley Stephen Shaw Originally published on Towards AI. A beginner’s guide to activation functions in neural nets. Photo by Antoine Dautry on Unsplash Today we’ll be looking at activation functions in neural nets — the who, what, where, and why of …
Myers-Briggs 16 Personality Types
Author(s): Viridiana Romero Martinez Originally published on Towards AI. When I was in college, I used to watch Gilmore Girls, an American comedy-drama series created by Amy Sherman-Palladino, starring Lauren Graham and Alexis Bledel. I watched the 7 seasons, plus the sequel …
A few key points…
Author(s): Lawrence Alaso Krukrubo Originally published on Towards AI. Using matrix algebra… Hello World, ever wondered how your favourite Machine Learning algorithms actually work? Let’s see how a Multiple Linear Regression(MLR) model computes the ideal parameters, given the features matrix (X) and …
Association Discovery — the Apriori Algorithm
Author(s): Dhilip Subramanian Originally published on Towards AI. Top highlight Market Basket Analysis in Data Science U+007C Towards AI Association discovery is commonly called Market Basket Analysis (MBA). MBA is widely used by grocery stores, banks, and telecommunications among others. Its results …
Using Data to Enhance Cyclone Disaster Preparedness
Author(s): Sreelatha S Originally published on Towards AI. What we intend to do with this project is… The proposal aims to create a data science project that does an exploratory analysis of the data published by the government of India on historic …
Tutorial on Barplots using R’s ggplot Package
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Using R’s “ggplot” package for barplots of three different datasets This tutorial will discuss how bar plots can be generated using R’s ggplot package using 3 examples. Another tutorial on data visualization …
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