Search results for learn R

Found 5495 documents, 5921 searched:

• 5 Great New Features in Latest Scikit-learn Release

  From not sweating missing values, to determining feature importance for any estimator, to support for stacking, and a new plotting API, here are 5 new features of the latest release of Scikit-learn which deserve your attention.

  https://www.kdnuggets.com/2019/12/5-features-scikit-learn-release-highlights.html

• 10 Tools to Help You Learn R

  There are several tools to help you grasp the foundational principles and more. The list below gives you an idea of what’s available and how much it costs.

  https://www.kdnuggets.com/2018/01/10-tools-help-learn-r.html

• New KDnuggets Tutorials Page: Learn R, Python, Data Visualization, Data Science, and more

  Introducing new KDnuggets Tutorials page with useful resources for learning about Business Analytics, Big Data, Data Science, Data Mining, R, Python, Data Visualization, Spark, Deep Learning and more.

  https://www.kdnuggets.com/2016/03/new-tutorials-section-r-python-data-visualization-data-science.html

• Learn How to Use ChatGPT Next Web (NextChat) for Free

  Learn how to use Gemini Pro locally and deploy your own private web application on Vercel in just one minute.

  https://www.kdnuggets.com/learn-how-to-use-chatgpt-next-web-nextchat-for-free

• A Beginner’s Guide to the Top 10 Machine Learning Algorithms

  Data science’s essence lies in machine learning algorithms. Here are ten algorithms that are a great introduction to machine learning for any beginner!

  https://www.kdnuggets.com/a-beginner-guide-to-the-top-10-machine-learning-algorithms

• The Only Interview Prep Course You Need for Deep Learning

  Dive into the 50 most popular deep-learning questions to get you ready for your interview.

  https://www.kdnuggets.com/the-only-interview-prep-course-you-need-for-deep-learning

• 5 Learning Platforms That Every Techie Should Sign Up To

  Learning as a tech professional never ends, so keep up to date with these learning platforms.

  https://www.kdnuggets.com/5-learning-platforms-that-every-techie-should-sign-up-to

• A Free Data Science Learning Roadmap: For All Levels with IBM

  Learn data science according to your expertise with these 4 different learning roadmaps.

  https://www.kdnuggets.com/a-free-data-science-learning-roadmap-for-all-levels-with-ibm

• GitHub Actions For Machine Learning Beginners

  Learn how to automate machine learning training and evaluation using scikit-learn pipelines, GitHub Actions, and CML.

  https://www.kdnuggets.com/github-actions-for-machine-learning-beginners

• 7 Free Google Courses to Become a Machine Learning Engineer

  Want to become an ML engineer? These free courses from Google can help you get there.

  https://www.kdnuggets.com/7-free-google-courses-to-become-a-machine-learning-engineer

• Statistics for Machine Learning: What you need to know to become a certified expert

  Ready to become a SAS Certified Specialist in Statistics for Machine Learning? Here’s everything you need to know about the recently released certification from SAS. 

  https://www.kdnuggets.com/2024/03/sas-statistics-machine-learning-need-know-become-certified-expert

• 5 Free University Courses to Learn Computer Science

  Want to switch to a tech career? Make it happen with these free computer science courses.

  https://www.kdnuggets.com/5-free-university-courses-to-learn-computer-science

• Streamline Your Machine Learning Workflow with Scikit-learn Pipelines

  Learn how to enhance the quality of your machine learning code using Scikit-learn Pipeline and ColumnTransformer.

  https://www.kdnuggets.com/streamline-your-machine-learning-workflow-with-scikit-learn-pipelines

• Master Data Science in a Year: The Ultimate Guide to Affordable, Self-Paced Learning

  Ready to start a career in data science? Put your commitment hat on because I found 4 courses you need to become a master in a year!

  https://www.kdnuggets.com/master-data-science-in-a-year-the-ultimate-guide-to-affordable-self-paced-learning

• Exploring the Potential of Transfer Learning in Small Data Scenarios

  This article has shown how transfer learning can be used to help you solve small data problems, while also highlighting the benefits of using it in other fields.

  https://www.kdnuggets.com/exploring-the-potential-of-transfer-learning-in-small-data-scenarios

• Best Free Resources to Learn Data Analysis and Data Science

  This article introduces six top-notch, free data science resources ideal for aspiring data analysts, data scientists, or anyone aiming to enhance their analytical skills.

  https://www.kdnuggets.com/2024/03/365datascience-best-free-resources-learn-data-analysis-data-science

• 5 Free University Courses to Learn Databases and SQL

  Looking to learn SQL and databases to level up your data science skills? Learn SQL, database internals, and much more with these free university courses.

  https://www.kdnuggets.com/5-free-university-courses-to-learn-databases-and-sql

• 5 Podcasts Every Machine Learning Enthusiast Should Follow

  The podcasts that would improve your ML knowledge.

  https://www.kdnuggets.com/5-podcasts-every-machine-learning-enthusiast-should-follow

• Collection of Free Courses to Learn Data Science, Data Engineering, Machine Learning, MLOps, and LLMOps

  Begin your data professional journey from the basics of statistics to building a production-grade AI application.

  https://www.kdnuggets.com/collection-of-free-courses-to-learn-data-science-data-engineering-machine-learning-mlops-and-llmops

• Vector Database for LLMs, Generative AI, and Deep Learning

  Exploring the limitless possibilities of AI and making it context-aware.

  https://www.kdnuggets.com/vector-database-for-llms-generative-ai-and-deep-learning

• How to Learn Python Basics With ChatGPT

  Your Ultimate Learning Companion.

  https://www.kdnuggets.com/how-to-learn-python-basics-with-chatgpt

• Free Amazon Courses to Learn Generative AI: For All Levels

  Upskill with these free courses to master generative AI, regardless of your job title.

  https://www.kdnuggets.com/free-amazon-courses-to-learn-generative-ai-for-all-levels

• Navigating the Data Revolution: Exploring the Booming Trends in Data Science and Machine Learning

  Dive into transformative trends in data science, encompassing AI-powered automation, NLP, ethical considerations, decentralized computing, and interdisciplinary collaboration.

  https://www.kdnuggets.com/navigating-the-data-revolution-exploring-the-booming-trends-in-data-science-and-machine-learning

• 6 YouTube Channels to Learn about AI

  Are you looking into learning about AI? YouTube is your first stop.

  https://www.kdnuggets.com/6-youtube-channels-to-learn-about-ai

• Synthetic Data for Machine Learning

  You don't always have high-quality labeled datasets for supervised machine learning. Learn about why you should augment your real data with synthetic data as well as the ways to generate it.

  https://www.kdnuggets.com/synthetic-data-for-machine-learning

• Learn Data Science on a Budget

  This blog will go through platforms and courses you can take that will get you from 0-100 on your data science knowledge.

  https://www.kdnuggets.com/learn-data-science-on-a-budget

• 5 Cheap Books to Master Machine Learning

  Machine Learning is a skill that everyone should have, and these cheap books would facilitate that learning process.

  https://www.kdnuggets.com/5-cheap-books-to-master-machine-learning

• Books, Courses, and Live Events to Learn Generative AI with O’Reilly

  If you are new to generative AI or an expert who wants to learn more, O’Reilly offers a range of resources to kickstart your generative AI journey.

  https://www.kdnuggets.com/books-courses-and-live-events-to-learn-generative-ai-with-oreilly

• What I Learned From Using ChatGPT for Data Science

  ChatGPT can be a great tool for data scientists. Here’s what I learned about where it excels and where it is less so.

  https://www.kdnuggets.com/what-i-learned-from-using-chatgpt-for-data-science

• Learn with LinkedIn: Free Courses About AI

  Want to learn about AI? You can for FREE with LinkedIn.

  https://www.kdnuggets.com/learn-with-linkedin-free-courses-about-ai

• KDnuggets News, January 24: 5 Free University Courses to Learn Data Science • Convert Unstructured Data into Structured Insights with LLMs

  This week on KDnuggets: Here are five free university courses to help you get started in a data science career • Understand the unstructured data dilemma • And much, much more!

  https://www.kdnuggets.com/newsletter-n03-2024-01-24

• 5 Free University Courses to Learn Data Science

  Looking to make a career in data science? Here are five free university courses to help you get started.

  https://www.kdnuggets.com/5-free-university-courses-to-learn-data-science

• Survey: Machine Learning Projects Still Routinely Fail to Deploy

  Eric Siegel highlights the chronic under-deployment of ML projects, with only 22% of data scientists saying their revolutionary initiatives usually deploy, and a lack of stakeholder visibility and detailed planning as key issues, in his industry survey and book "The AI Playbook."

  https://www.kdnuggets.com/survey-machine-learning-projects-still-routinely-fail-to-deploy

• 25 Free Books to Master SQL, Python, Data Science, Machine Learning, and Natural Language Processing

  Discover a collection of best books to start your data career or master a new skill, all for free!

  https://www.kdnuggets.com/25-free-books-to-master-sql-python-data-science-machine-learning-and-natural-language-processing

• 25 Free Courses to Master Data Science, Data Engineering, Machine Learning, MLOps, and Generative AI

  Discover a collection of top courses to launch your dream career or master a new skill, all for free!

  https://www.kdnuggets.com/25-free-courses-to-master-data-science-data-engineering-machine-learning-mlops-and-generative-ai

• Top KDnuggets Posts of 2023: Free Learning Resources and More

  Here are our top posts of 2023, including: 5 Free Books to Master Data Science • 5 Free Courses to Master Machine Learning • 3 Ways to Access GPT-4 for Free • and much more!

  https://www.kdnuggets.com/top-kdnuggets-posts-2023

• Easily Integrate LLMs into Your Scikit-learn Workflow with Scikit-LLM

  LLM is a powerful model that could improve our text analysis. With Scikit-LLM, we could integrate the LLM easily into our ML pipeline.

  https://www.kdnuggets.com/easily-integrate-llms-into-your-scikit-learn-workflow-with-scikit-llm

• The Best Data Science Resources, Bootcamp, and Courses to Learn Data Science in the New Year

  We've partnered with Springboard, the leading data science bootcamp offering personalized 1:1 mentorship, dedicated career support, proven outcomes, and an unbeatable money-back job guarantee, to present a handpicked collection of resources to supercharge your data science journey in the coming year.

  https://www.kdnuggets.com/2023/12/springboard-best-data-science-resources-bootcamp-courses-learn-data-science-new-year

• 5 Free University Courses to Learn Python

  Looking for the best resources to learn Python programming? Check out these free university courses.

  https://www.kdnuggets.com/5-free-university-courses-to-learn-python

• Top 10 Kaggle Machine Learning Projects to Become Data Scientist in 2024

  Master Data Science with Top 10 Kaggle ML Projects to become a Data Scientist.

  https://www.kdnuggets.com/top-10-kaggle-machine-learning-projects-to-become-data-scientist-in-2024

• KDnuggets News, December 6: GitHub Repositories to Master Machine Learning • 5 Free Courses to Master Data Engineering

  This week on KDnuggets: Discover GitHub repositories from machine learning courses, bootcamps, books, tools, interview questions, cheat sheets, MLOps platforms, and more to master ML and secure your dream job • Data engineers must prepare and manage the infrastructure and tools necessary for the whole data workflow in a data-driven company • And much, much more!

  https://www.kdnuggets.com/newsletter-n44-2023-12-06

• 10 GitHub Repositories to Master Machine Learning

  The blog covers machine learning courses, bootcamps, books, tools, interview questions, cheat sheets, MLOps platforms, and more to master ML and secure your dream job.

  https://www.kdnuggets.com/10-github-repositories-to-master-machine-learning

• Free MIT Course: TinyML and Efficient Deep Learning Computing

  Curious about optimizing AI for everyday devices? Dive into the complete overview of MIT's TinyML and Efficient Deep Learning Computing course. Explore strategies to make AI smarter on small devices. Read the full article for an in-depth look!

  https://www.kdnuggets.com/free-mit-course-tinyml-and-efficient-deep-learning-computing

• KDnuggets News, November 29: 5 Free Courses to Master Machine Learning • Stunning Data Viz with ChatGPT

  This week on KDnuggets: Start learning how to build machine learning models today with these free machine learning courses • See how ChatGPT creates jaw-dropping data viz with just a few words • And much, much more!

  https://www.kdnuggets.com/newsletter-n43-2023-11-29

• Learn Probability in Computer Science with Stanford University for FREE

  Probability is one of the foundational elements of computer science. Some bootcamps will skim over the topic, however, it is integral to your computer science knowledge.

  https://www.kdnuggets.com/learn-probability-in-computer-science-with-stanford-university-for-free

• 5 Free Courses to Master Machine Learning

  Are you excited to learn about and build machine learning models? Start learning today with these free machine learning courses.

  https://www.kdnuggets.com/5-free-courses-to-master-machine-learning

• Tackle computer science problems using both fundamental and modern algorithms in machine learning

  Master algorithms, including deep learning like LSTMs, GRUs, RNNs, and Generative AI & LLMs such as ChatGPT, with Packt's 50 Algorithms Every Programmer Should Know.

  https://www.kdnuggets.com/2023/11/packt-tackle-computer-science-problems-fundamental-modern-algorithms-machine-learning

• Back to Basics Week 3: Introduction to Machine Learning

  Welcome back to Week 3 of KDnuggets’ "Back to Basics" series. This week, we will be diving into the world of machine learning.

  https://www.kdnuggets.com/back-to-basics-week-3-introduction-to-machine-learning

• Everything you need to become a SAS Certified Machine Learning Engineer

  Read on to find out everything you need to become a SAS Certified Machine Learning Engineer.

  https://www.kdnuggets.com/2023/11/sas-everything-need-become-sas-certified-machine-learning-engineer

• Learn How to Design & Deploy Responsible AI Systems

  Learn how to design & deploy responsible AI systems with this white paper from Teradata.

  https://www.kdnuggets.com/2023/11/teradata-design-deploy-responsible-ai-systems-whitepaper

• KDnuggets News, November 8: 5 Simple Steps to Master Python, SQL, Scikit-learn, PyTorch & Google Cloud • SQL for Data Visualization

  This week on KDnuggets: Getting Started in 5 Steps series to help you master Python, SQL, Scikit-learn, PyTorch, and Google Cloud Platform • Unlock the Power of SQL in Data Visualization • And much, much more!

  https://www.kdnuggets.com/newsletter-n40-2023-11-08

• 5 Simple Steps Series: Master Python, SQL, Scikit-learn, PyTorch & Google Cloud

  Dive into KDnuggets Back to Basics: Getting Started in 5 Steps series to help you master Python, SQL, Scikit-learn, PyTorch, and Google Cloud Platform.

  https://www.kdnuggets.com/5-simple-steps-series-master-python-sql-scikit-learn-pytorch-google-cloud

• 7 Machine Learning Algorithms You Can’t Miss

  This list of machine learning algorithms is a good place to start your journey as a data scientist. You should be able to identify the most common models and use them in the right applications.

  https://www.kdnuggets.com/7-machine-learning-algorithms-you-cant-miss

• The Top 5 Cloud Machine Learning Platforms & Tools

  What are the top 5 cloud machine learning platforms in the market today. Our list will help provide some vital insights into which platform might best cater to your specific machine learning needs. See what KDnuggets recommends.

  https://www.kdnuggets.com/the-top-5-cloud-machine-learning-platforms-tools

• 5 Free Books to Master Machine Learning

  Machine Learning is one of the most exciting fields in computer science today. In this article, we will take a look at the five best yet free books to learn machine learning in 2023.

  https://www.kdnuggets.com/5-free-books-to-master-machine-learning

• Rust Burn Library for Deep Learning

  A new deep learning framework built entirely in Rust that aims to balance flexibility, performance, and ease of use for researchers, ML engineers, and developers.

  https://www.kdnuggets.com/rust-burn-library-for-deep-learning

• Accelerate Your Machine Learning Journey with Uplimit’s Metaflow Mastery Course

  Ready to take your machine learning skills to new heights? Dive into the world of Metaflow with us and elevate your expertise with Uplimit's Full-Stack Machine Learning with Metaflow course!

  https://www.kdnuggets.com/2023/10/uplimit-accelerate-your-machine-learning-journey-metaflow-mastery-course

• Why SQL is THE Language to Learn for Data Science

  SQL is the essential data science language due to its universal database accessibility, efficient data cleaning capabilities, seamless integration with other languages, and requirement for most data science jobs.

  https://www.kdnuggets.com/why-sql-is-the-language-to-learn-for-data-science

• Learn How to Design & Deploy Responsible AI Systems

  Learn how to design & deploy responsible AI systems with this white paper from Teradata.

  https://www.kdnuggets.com/2023/10/teradata-design-deploy-responsible-ai-systems-whitepaper

• Deploying Your Machine Learning Model to Production in the Cloud

  Learn a simple way to have a live model hosted on AWS.

  https://www.kdnuggets.com/deploying-your-ml-model-to-production-in-the-cloud

• Deploying Your First Machine Learning Model

  With just 3 simple steps, you can build & deploy a glass classification model faster than you can say...glass classification model!

  https://www.kdnuggets.com/deploying-your-first-machine-learning-model

• Introduction to Deep Learning Libraries: PyTorch and Lightning AI

  Simple explanation of PyTorch and Lightning AI.

  https://www.kdnuggets.com/introduction-to-deep-learning-libraries-pytorch-and-lightning-ai

• Machine Learning Evaluation Metrics: Theory and Overview

  High-level exploration of evaluation metrics in machine learning and their importance.

  https://www.kdnuggets.com/machine-learning-evaluation-metrics-theory-and-overview

• Hands-On with Unsupervised Learning: K-Means Clustering

  This tutorial provides hands-on experience with the key concepts and implementation of K-Means clustering, a popular unsupervised learning algorithm, for customer segmentation and targeted advertising applications.

  https://www.kdnuggets.com/handson-with-unsupervised-learning-kmeans-clustering

• Unveiling Unsupervised Learning

  Explore the unsupervised learning paradigm. Familiarize yourself with the key concepts, techniques, and popular unsupervised learning algorithms.

  https://www.kdnuggets.com/unveiling-unsupervised-learning

• Ensemble Learning Techniques: A Walkthrough with Random Forests in Python

  A practical walkthrough for random forests in Python.

  https://www.kdnuggets.com/ensemble-learning-techniques-a-walkthrough-with-random-forests-in-python

• Hands-On with Supervised Learning: Linear Regression

  If you're looking for a hands-on experience with a detailed yet beginner-friendly tutorial on implementing Linear Regression using Scikit-learn, you're in for an engaging journey.

  https://www.kdnuggets.com/handson-with-supervised-learning-linear-regression

• Understanding Supervised Learning: Theory and Overview

  This article covers a high-level overview of popular supervised learning algorithms and is curated specially for beginners.

  https://www.kdnuggets.com/understanding-supervised-learning-theory-and-overview

• Getting Started with Scikit-learn in 5 Steps

  This tutorial offers a comprehensive hands-on walkthrough of machine learning with Scikit-learn. Readers will learn key concepts and techniques including data preprocessing, model training and evaluation, hyperparameter tuning, and compiling ensemble models for enhanced performance.

  https://www.kdnuggets.com/5-steps-getting-started-scikit-learn

• Demystifying Machine Learning

  This article is intended to familiarize you with the essence of Machine learning, the basic concepts, and the high-level machine learning process.

  https://www.kdnuggets.com/demystifying-machine-learning

• Scikit-learn for Machine Learning Cheat Sheet

  The latest KDnuggets exclusive cheatsheet covers the essentials of machine learning with Scikit-learn.

  https://www.kdnuggets.com/2022/12/scikit-learn-machine-learning-cheatsheet.html

• Understanding Machine Learning Algorithms: An In-Depth Overview

  Understanding Machine Learning: Exposing the Tasks, Algorithms, and Selecting the Best Model.

  https://www.kdnuggets.com/understanding-machine-learning-algorithms-an-indepth-overview

• Learn MLOps Basics with This Free eBook

  Learn about the basics of MLOps with this free ebook you can download right now.

  https://www.kdnuggets.com/2023/08/learn-mlops-basics-free-ebook.html

• Learn Data Science and Business Analytics to Drive Innovation and Growth

  This article provides an overview of data science and business analytics. It also provides a brief introduction to the importance of these topics for your business.

  https://www.kdnuggets.com/2023/08/learn-data-science-business-analytics-drive-innovation-growth.html

• An Excellent Resource To Learn The Foundations Of Everything Underneath ChatGPT

  In this article, you will learn the fundamentals of what constitutes the core of ChatGPT (and the Large Language Models).

  https://www.kdnuggets.com/023/08/excellent-resource-learn-foundations-everything-underneath-chatgpt.html

• Learn Data Cleaning and Preprocessing for Data Science with This Free eBook

  In this free ebook, readers will learn how to employ data cleaning and preprocessing for data science using the Python ecosystem.

  https://www.kdnuggets.com/2023/08/learn-data-cleaning-preprocessing-data-science-free-ebook.html

• Multilabel Classification: An Introduction with Python’s Scikit-Learn

  Learn how to develop Multilabel Classifier in your work.

  https://www.kdnuggets.com/2023/08/multilabel-classification-introduction-python-scikitlearn.html

• Breaking the Data Barrier: How Zero-Shot, One-Shot, and Few-Shot Learning are Transforming Machine Learning

  Discover the concepts of Zero-Shot, One-Shot, and Few-Shot Learning, which enable machine learning models to classify and recognize objects or patterns with a limited number of examples.

  https://www.kdnuggets.com/2023/08/breaking-data-barrier-zeroshot-oneshot-fewshot-learning-transforming-machine-learning.html

• Using SHAP Values for Model Interpretability in Machine Learning

  Discover how SHAP can help you understand the impact of model features on predictions.

  https://www.kdnuggets.com/2023/08/shap-values-model-interpretability-machine-learning.html

• Introduction to Statistical Learning, Python Edition: Free Book

  The highly anticipated Python edition of Introduction to Statistical Learning is here. And you can read it for free! Here’s everything you need to know about the book.

  https://www.kdnuggets.com/2023/07/introduction-statistical-learning-python-edition-free-book.html

• 8 Programming Languages For Data Science to Learn in 2023

  Are you interested in Data Science? This blog will help you kickstart or advance your data science career. You'll learn about the most popular programming languages data scientists use to clean, analyze, visualize, and model data.

  https://www.kdnuggets.com/2023/07/8-programming-languages-data-science-learn-2023.html

• Unlock the Power of AI – A Special Release by KDnuggets and Machine Learning Mastery

  We are excited to announce a collaboration between Machine Learning Mastery and KDnuggets, our brand new ebook, "Maximizing Productivity with ChatGPT," to enrich your Machine Learning journey.

  https://www.kdnuggets.com/2023/07/mlm-unlock-power-ai-special-release-kdnuggets-machine-learning-mastery.html

• Unlock the Secrets to Choosing the Perfect Machine Learning Algorithm!

  When working on a data science problem, one of the most important choices to make is selecting the appropriate machine learning algorithm.

  https://www.kdnuggets.com/2023/07/ml-algorithm-choose.html

• Free From Google: Generative AI Learning Path

  Want to keep updated about Generative AI? Check these free courses and resources from Google Cloud.

  https://www.kdnuggets.com/2023/07/free-google-generative-ai-learning-path.html

• Neural Networks and Deep Learning: A Textbook (2nd Edition)

  The second edition of the book Neural Networks and Deep Learning is now available. This book covers both classical and modern models in deep learning. The book is intended to be a textbook for universities, and it covers the theoretical and algorithmic aspects of deep learning. The second edition is significantly expanded and covers many modern topics such as graph neural networks, adversarial learning, attention mechanisms, transformers, and large language models.

  https://www.kdnuggets.com/2023/07/aggarwal-neural-networks-deep-learning-textbook-2nd-edition.html

• A Practical Approach To Feature Engineering In Machine Learning

  This article discussed the importance of feature learning in machine learning and how it can be implemented in simple, practical steps.

  https://www.kdnuggets.com/2023/07/practical-approach-feature-engineering-machine-learning.html

• Exploring Tree of Thought Prompting: How AI Can Learn to Reason Through Search

  New approach represents problem-solving as search over reasoning steps for large language models, allowing strategic exploration and planning beyond left-to-right decoding. This improves performance on challenges like math puzzles and creative writing, and enhances interpretability and applicability of LLMs.

  https://www.kdnuggets.com/2023/07/exploring-tree-of-thought-prompting-ai-learn-reason-through-search.html

• Reinforcement Learning: Teaching Computers to Make Optimal Decisions

  Reinforcement learning basics to get your feet wet. Learn the components and key concepts in the reinforcement learning framework: from agents and rewards to value functions, policy, and more.

  https://www.kdnuggets.com/2023/07/reinforcement-learning-teaching-computers-make-optimal-decisions.html

• 5 Highest-paid Languages to Learn This Year

  Level up your coding skills by learning the hottest programming languages to boost your career and fatten your paycheck!.

  https://www.kdnuggets.com/2023/07/5-highestpaid-languages-learn-year.html

• Always Learning: How AI Prevents Data Breaches

  This article discusses the use of Artificial Intelligence to prevent data breaches. It discusses how AI can be used to detect malicious activity and identify patterns in data that can be flagged, which can help security teams take action to mitigate threats.

  https://www.kdnuggets.com/2023/07/always-learning-ai-prevents-data-breaches.html

• The Importance of Reproducibility in Machine Learning

  And how approaches to better data management, version control, and experiment tracking can help build reproducible ML pipelines.

  https://www.kdnuggets.com/2023/06/importance-reproducibility-machine-learning.html

• A Comparison of Machine Learning Algorithms in Python and R

  This list of the most commonly used machine learning algorithms in Python and R is intended to help novice engineers and enthusiasts get familiar with the most commonly used algorithms.

  https://www.kdnuggets.com/2023/06/machine-learning-algorithms-python-r.html

• Closing the Gap Between Human Understanding and Machine Learning: Explainable AI as a Solution

  This article elaborates on the importance of Explainable AI (XAI), what the challenges in building interpretable AI models are, and some practical guidelines for companies to build XAI models.

  https://www.kdnuggets.com/2023/06/closing-gap-human-understanding-machine-learning-explainable-ai-solution.html

• A Practical Guide to Transfer Learning using PyTorch

  In this article, we’ll learn to adapt pre-trained models to custom classification tasks using a technique called transfer learning. We will demonstrate it for an image classification task using PyTorch, and compare transfer learning on 3 pre-trained models, Vgg16, ResNet50, and ResNet152.

  https://www.kdnuggets.com/2023/06/practical-guide-transfer-learning-pytorch.html

• Calculate Computational Efficiency of Deep Learning Models with FLOPs and MACs

  In this article we will learn about its definition, differences and how to calculate FLOPs and MACs using Python packages.

  https://www.kdnuggets.com/2023/06/calculate-computational-efficiency-deep-learning-models-flops-macs.html

• How to MLOps like a Boss: A Guide to Machine Learning without Tears

  If you have ever emailed a .pickle file to engineers for deployment, this is for YOU!

  https://www.kdnuggets.com/2023/06/mlops-like-boss-guide-machine-learning-without-tears.html

• Advanced Feature Selection Techniques for Machine Learning Models

  Mastering Feature Selection: An Exploration of Advanced Techniques for Supervised and Unsupervised Machine Learning Models.

  https://www.kdnuggets.com/2023/06/advanced-feature-selection-techniques-machine-learning-models.html

• Deep Learning with R

  In this tutorial, learn how to perform a deep learning task in R.

  https://www.kdnuggets.com/2023/05/deep-learning-r.html

• Design effective & reliable machine learning systems!

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