Category: datascience

Awesome Machine Learning and AI Courses

Awesome Machine Learning and AI Courses = Previous post    Tags: AI, Courses, Machine Learning Check out this list of awesome, free machine learning and artificial intelligence courses with video lectures. comments By Lukas Spranger, Data Scientist and Software Engineer Source: Deep Unsupervised Learning (UC Berkeley) Editor’s note: Note that this is an actively-growing collection …


A Complete Guide To Survival Analysis In Python, part 3

A Complete Guide To Survival Analysis In Python, part 3 = Previous post    Tags: Jupyter, Python, Regression, Statistics, Survival Analysis Concluding this three-part series covering a step-by-step review of statistical survival analysis, we look at a detailed example implementing the Kaplan-Meier fitter based on different groups, a Log-Rank test, and Cox Regression, all with …


Top KDnuggets tweets, Jul 22-28: Increase your expertise in machine learning with a foundational understanding of Bayesian Statistics

Top KDnuggets tweets, Jul 22-28: Increase your expertise in machine learning with a foundational understanding of Bayesian Statistics = Previous post    Tags: Top tweets Also Why You Should Get Google New #MachineLearning Certificate; Remote #DataScience Internships For Everyone. Most popular @KDnuggets tweets for Jul 22-28 were Most Retweeted, Most Favorited, Most Viewed, Most Engaging …


A Tour of End-to-End Machine Learning Platforms

A Tour of End-to-End Machine Learning Platforms = Previous post    Tags: AirBnB, Data Science Platform, Google, Machine Learning, MLOps, Netflix, Pipeline, Uber, Workflow An end-to-end machine learning platform needs a holistic approach. If you’re interested in learning more about a few well-known ML platforms, you’ve come to the right place! comments By Ian Hellström, …


First steps of a data science project

First steps of a data science project = Previous post    Tags: Beginners, Data Science Many data science projects are launched with good intentions, but fail to deliver because the correct process is not understood. To achieve good performance and results in this work, the first steps must include clearly defining goals and outcomes, collecting …


Why You Should Get Google’s New Machine Learning Certificate

Why You Should Get Google’s New Machine Learning Certificate = Previous post    Tags: Certificate, Courses, Google, Machine Learning Google is offering a new ML Engineer certificate, geared towards professionals who want to display their competency in topics like distributed model training and scaling to production. Is it worth it? comments By Frederik Bussler, Growth …


KDnuggets™ News 20:n29, Jul 29: Easy Guide To Data Preprocessing In Python; Building a better Spark UI; Computational Algebra for Coders: The Free Course

KDnuggets™ News 20:n29, Jul 29: Easy Guide To Data Preprocessing In Python; Building a better Spark UI; Computational Algebra for Coders: The Free Course = Previous post    Tags: Apache Spark, Bayesian, Data Preprocessing, Linear Algebra, Python An easy guide to data pre-processing in Python; Monitoring Apache Spark with a better Spark UI; Computational Linear …


Easy Guide To Data Preprocessing In Python

Easy Guide To Data Preprocessing In Python = Previous post Next post =>    Tags: Beginners, Data Preparation, Data Preprocessing, Missing Values, Python Preprocessing data for machine learning models is a core general skill for any Data Scientist or Machine Learning Engineer. Follow this guide using Pandas and Scikit-learn to improve your techniques and make …


Labelling Data Using Snorkel

Labelling Data Using Snorkel = Previous post Next post =>    Tags: Data Labeling, Data Science, Deep Learning, Machine Learning, NLP, Python In this tutorial, we walk through the process of using Snorkel to generate labels for an unlabelled dataset. We will provide you examples of basic Snorkel components by guiding you through a real …


Computational Linear Algebra for Coders: The Free Course

Computational Linear Algebra for Coders: The Free Course = Previous post Next post =>    Tags: Course, fast.ai, Linear Algebra Interested in learning more about computational linear algebra? Check out this free course from fast.ai, structured with a top-down teaching method, and solidify your understanding of an important set of machine learning-related concepts. By Matthew …