Search results for learn R
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Top Free Resources To Learn ChatGPT
Learn about ChatGPT through Cheat Sheets, Guides, Books, Tutorials, and Blogs.https://www.kdnuggets.com/2023/02/top-free-resources-learn-chatgpt.html
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Learning How to Use ChatGPT to Learn Python (or anything else)
Let's learn how ChatGPT can help us learn about Python... or really anything at all.https://www.kdnuggets.com/2023/02/learn-python-chatgpt.html
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Learn Data Engineering From These GitHub Repositories
Kickstart your Data Engineering career with these curated GitHub repositories.https://www.kdnuggets.com/2023/02/learn-data-engineering-github-repositories.html
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How to Implement a Federated Learning Project with Healthcare Data
Learn about Federated Learning and how you can use it in the healthcare sector.https://www.kdnuggets.com/2023/02/implement-federated-learning-project-healthcare-data.html
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10 Free Machine Learning Courses from Top Universities
Learn the basics of machine learning, including classification, SVM, decision tree learning, neural networks, convolutional, neural networks, boosting, and K nearest neighbors.https://www.kdnuggets.com/2023/02/10-free-machine-learning-courses-top-universities.html
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skops: A New Library to Improve Scikit-learn in Production
There are various challenges in MLOps and model sharing, including, security and reproducibility. To tackle these for scikit-learn models, we've developed a new open-source library: skops. In this article, I will walk you through how it works and how to use it with an end-to-end example.https://www.kdnuggets.com/2023/02/skops-new-library-improve-scikitlearn-production.html
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Learn Machine Learning From These GitHub Repositories
Kickstart your Machine Learning career with these curated GitHub repositories.https://www.kdnuggets.com/2023/01/learn-machine-learning-github-repositories.html
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Streamlit for Machine Learning Cheat Sheet
The latest cheat sheet from KDnuggets demonstrates how to use Streamlit for building machine learning apps. Download the quick reference now.https://www.kdnuggets.com/2023/01/streamlit-machine-learning-cheat-sheet.html
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Multi-modal deep learning in less than 15 lines of code
Learn how to easily build, iterate and deploy a state-of-the-art deep learning model to predict customer ratings with a declarative approach to machine learning.https://www.kdnuggets.com/2023/01/predibase-multi-modal-deep-learning-less-15-lines-code.html
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KDnuggets News, January 25: ChatGPT as a Python Programming Assistant • Python and Machine Learning to Predict Football Match Winners
ChatGPT as a Python Programming Assistant • How to Use Python and Machine Learning to Predict Football Match Winners • 20 Questions (with Answers) to Detect Fake Data Scientists: ChatGPT Edition, Part 1 • From Data Collection to Model Deployment: 6 Stages of a Data Science Project • 5 Free Data Science Books You Must Read in 2023https://www.kdnuggets.com/2023/n03.html
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5 Ways to Deal with the Lack of Data in Machine Learning
Effective solutions exist when you don't have enough data for your models. While there is no perfect approach, five proven ways will get your model to production.https://www.kdnuggets.com/2019/06/5-ways-lack-data-machine-learning.html
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Learn how to design, measure and implement trustworthy A/B tests from leading experimentation expert Ronny Kohavi (ex-Amazon, Airbnb, Microsoft)
Leading expert Ronny Kohavi, drawing from his 20+ years of experience, will walk you through the ins and outs of experimentation, identifying key insights and working through live demos in his live course, Accelerating Innovation with A/B Testing, starting January 30th.https://www.kdnuggets.com/2023/01/sphere-design-measure-implement-trustworthy-ab-tests-ronny-kohavi.html
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7 Best Libraries for Machine Learning Explained
Learn about machine learning libraries for building and deploying machine learning models.https://www.kdnuggets.com/2023/01/7-best-libraries-machine-learning-explained.html
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How to Use Python and Machine Learning to Predict Football Match Winners
We will be learning web scraping and training supervised machine-learning algorithms to predict winning teams.https://www.kdnuggets.com/2023/01/python-machine-learning-predict-football-match-winners.html
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KDnuggets News, January 11: Python Matplotlib Cheatsheets • More Data Science Cheatsheets • Data Science & Machine Learning Developments of 2022
Key Data Science, Machine Learning, AI and Analytics Developments of 2022 • Python Matplotlib Cheat Sheets • More Data Science Cheatsheets • Free Data Management with Data Science Learning with CS639 • Data-Driven Holiday Cheer: How Santa is Using Analytics to Make the Season Brighthttps://www.kdnuggets.com/2023/n01.html
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Free Data Management with Data Science Learning with CS639
Learn Data Management with Data Science for FREE with CS639.https://www.kdnuggets.com/2023/01/free-data-management-data-science-learning-cs639.html
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A Solid Plan for Learning Data Science, Machine Learning, and Deep Learning
Check out this solid plan for learning Data Science, Machine Learning, and Deep Learning. The entire plan is currently available at no cost to KDnuggets readers.https://www.kdnuggets.com/2023/01/mwiti-solid-plan-learning-data-science-machine-learning-deep-learning.html
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Unsupervised Disentangled Representation Learning in Class Imbalanced Dataset Using Elastic Info-GAN
This рареr attempts to exploit primarily twо flaws in the Infо-GАN рареr while retаining the оther good qualities improvements.https://www.kdnuggets.com/2023/01/unsupervised-disentangled-representation-learning-class-imbalanced-dataset-elastic-infogan.html
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Top 38 Python Libraries for Data Science, Data Visualization & Machine Learning
This article compiles the 38 top Python libraries for data science, data visualization & machine learning, as best determined by KDnuggets staff.https://www.kdnuggets.com/2020/11/top-python-libraries-data-science-data-visualization-machine-learning.html
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Key Data Science, Machine Learning, AI and Analytics Developments of 2022
It's the end of the year, and so it's time for KDnuggets to assemble a team of experts and get to the bottom of what the most important data science, machine learning, AI and analytics developments of 2022 were.https://www.kdnuggets.com/2022/12/key-data-science-machine-learning-ai-analytics-developments-2022.html
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24 Best (and Free) Books To Understand Machine Learning
We have compiled a list of some of the best (and free) machine learning books that will prove helpful for everyone aspiring to build a career in the field.https://www.kdnuggets.com/2020/03/24-best-free-books-understand-machine-learning.html
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Learn Data Science From These GitHub Repositories
Kickstart your data science career with these curated GitHub repositories.https://www.kdnuggets.com/2022/12/learn-data-science-github-repositories.html
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Getting Started with Scikit-learn for Classification in Machine Learning
The tutorial will introduce you to the scikit-learn module and its various features. It will also give you a brief overview of the multiclass classification problem through various algorithms.https://www.kdnuggets.com/getting-started-with-scikit-learn-for-classification-in-machine-learning
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7 Super Cheat Sheets You Need To Ace Machine Learning Interview
Revise the concepts of machine learning algorithms, frameworks, and methodologies to ace the technical interview round.https://www.kdnuggets.com/2022/12/7-super-cheat-sheets-need-ace-machine-learning-interview.html
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How To Overcome The Fear of Math and Learn Math For Data Science
Many aspiring Data Scientists, especially when self-learning, fail to learn the necessary math foundations. These recommendations for learning approaches along with references to valuable resources can help you overcome a personal sense of not being "the math type" or belief that you "always failed in math."https://www.kdnuggets.com/2021/03/overcome-fear-learn-math-data-science.html
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Zero-shot Learning, Explained
How you can train a model to learn and predict unseen data?https://www.kdnuggets.com/2022/12/zeroshot-learning-explained.html
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KDnuggets News, December 14: 3 Free Machine Learning Courses for Beginners • The Complete Machine Learning Study Roadmap
3 Free Machine Learning Courses for Beginners • The Complete Machine Learning Study Roadmap • Five Ways to do Conditional Filtering in Pandas • What Are Moment-Generating Functions? • The 5 Rules For Good Data Science Project Documentationhttps://www.kdnuggets.com/2022/n48.html
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3 Free Machine Learning Courses for Beginners
Begin your machine learning career with free courses by Georgia Tech, Stanford, and Fast AI.https://www.kdnuggets.com/2022/12/3-free-machine-learning-courses-beginners.html
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Learn modern forecasting techniques to help predict future business outcomes
Help optimize business processes by predicting future outcomes using time series forecasting techniques. How? Join other professionals and learn from leading experts Tim Januschowski and Jan Gasthaus in their live online course starting January 17.https://www.kdnuggets.com/2022/12/sphere-learn-modern-forecasting-techniques-help-predict-future-business-outcomes.html
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The Complete Machine Learning Study Roadmap
Find out where you need to be to start your Machine Learning journey and what you need to do to succeed in the field.https://www.kdnuggets.com/2022/12/complete-machine-learning-study-roadmap.html
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Sky’s the Limit: Learn how JetBlue uses Monte Carlo and Snowflake to build trust in data and improve model accuracy
Join JetBlue on 12/8 10AM PT to learn how their data engineering team achieves end-to-end coverage in their Snowflake data warehouse with the power of Monte Carlo and data observability.https://www.kdnuggets.com/2022/12/monte-carlo-jetblue-snowflake-build-trust-improve-model-accuracy.html
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How Machine Learning Can Benefit Online Learning
Personalized learning, smart grading, skill gap assessment, and better ROI: The importance of incorporating Machine Learning in Online Learning cannot be overstated.https://www.kdnuggets.com/2022/12/machine-learning-benefit-online-learning.html
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Black Friday Deal – Master Machine Learning for Less with DataCamp
Secure major savings on DataCamp’s Black Friday deal and Cyber Monday deal!https://www.kdnuggets.com/2022/11/datacamp-black-friday-deal-master-machine-learning-less-datacamp.html
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What Google Recommends You do Before Taking Their Machine Learning or Data Science Course
First steps to learning data science & machine learning are the foundations.https://www.kdnuggets.com/2021/10/google-recommends-before-machine-learning-data-science-course.html
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The Inescapable Conclusion: Machine Learning Is Not Like Your Brain
The final article in this nine-part series summarizes the many reasons why Machine Learning is not like your brain - along with a few similarities.https://www.kdnuggets.com/2022/11/inescapable-conclusion-machine-learning-like-brain.html
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Multimodal Grounded Learning with Vision and Language
How to enable AI models to have similar capabilities: to communicate, to ground, and to learn from language.https://www.kdnuggets.com/2022/11/multimodal-grounded-learning-vision-language.html
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10 Amazing Machine Learning Visualizations You Should Know in 2023
Yellowbrick for creating machine learning plots with less code.https://www.kdnuggets.com/2022/11/10-amazing-machine-learning-visualizations-know-2023.html
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SHAP: Explain Any Machine Learning Model in Python
A Comprehensive Guide to SHAP and Shapley Valueshttps://www.kdnuggets.com/2022/11/shap-explain-machine-learning-model-python.html
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Picking Examples to Understand Machine Learning Model
Understanding ML by combining explainability and sample picking.https://www.kdnuggets.com/2022/11/picking-examples-understand-machine-learning-model.html
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If I Had To Start Learning Data Science Again, How Would I Do It?
While different ways to learn Data Science for the first time exist, the approach that works for you should be based on how you learn best. One powerful method is to evolve your learning from simple practice into complex foundations, as outlined in this learning path recommended by a physicist who turned into a Data Scientist.https://www.kdnuggets.com/2020/08/start-learning-data-science-again.html
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KDnuggets News, November 16: How LinkedIn Uses Machine Learning • Confusion Matrix, Precision, and Recall Explained
How LinkedIn Uses Machine Learning To Rank Your Feed • Confusion Matrix, Precision, and Recall Explained • Matrix Multiplication for Data Science (or Machine Learning) • Machine Learning from scratch: Decision Trees • 7 Python Projects for Beginnershttps://www.kdnuggets.com/2022/n45.html
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6 Best Free Online Courses to Learn Python and Boost Your Career
The demand for Data Scientists who are proficient in Python is at an all time high. Python has helped people boost their careers in finance, consulting, research, software tech, and robotics. Explore 6 courses designed to help you learn Python.https://www.kdnuggets.com/2022/11/corise-6-best-free-online-courses-python-boost-career.html
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How LinkedIn Uses Machine Learning To Rank Your Feed
In this post, you will learn to clarify business problems & constraints, understand problem statements, select evaluation metrics, overcome technical challenges, and design high-level systems.https://www.kdnuggets.com/2022/11/linkedin-uses-machine-learning-rank-feed.html
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Machine Learning from Scratch: Decision Trees
A simple explanation and implementation of DTs ID3 algorithm in Pythonhttps://www.kdnuggets.com/2022/11/machine-learning-scratch-decision-trees.html
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Matrix Multiplication for Data Science (or Machine Learning)
Learn the math behind matrix multiplication for data science and machine learning with code examples.https://www.kdnuggets.com/2022/11/matrix-multiplication-data-science-machine-learning.html
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15 More Free Machine Learning and Deep Learning Books
Check out this second list of 15 FREE ebooks for learning machine learning and deep learning.https://www.kdnuggets.com/2022/11/15-free-machine-learning-deep-learning-books.html
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Simple and Fast Data Streaming for Machine Learning Projects
Learn about the cutting-edge DagsHub's Direct Data Access for simple and faster data loading and model training.https://www.kdnuggets.com/2022/11/simple-fast-data-streaming-machine-learning-projects.html
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Getting Deep Learning working in the wild: A Data-Centric Course
Data-centric learning resources are somewhat scattered today, and that’s why we developed a new Data Centric Deep Learning course on the co:rise education platform. It is an introduction to a set of approaches and best practices, for people who are trying to do deep learning in the wild.https://www.kdnuggets.com/2022/11/corise-deep-learning-wild-data-centric-course.html
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KDnuggets News, November 2: The Current State of Data Science Careers • 15 Free Machine Learning and Deep Learning Books
The Current State of Data Science Careers • 15 Free Machine Learning and Deep Learning Books • How to Make Python Code Run Incredibly Fast • Machine Learning on the Edge • Don't Become a Commoditized Data Scientisthttps://www.kdnuggets.com/2022/n43.html
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Should I Learn Julia?
Do you think learning Julia is better for your data science career? Let’s find out.https://www.kdnuggets.com/2022/11/learn-julia.html
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The Gap Between Deep Learning and Human Cognitive Abilities
How do we bridge this gap between deep learning and human cognitive ability?https://www.kdnuggets.com/2022/10/gap-deep-learning-human-cognitive-abilities.html
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15 Free Machine Learning and Deep Learning Books
Check out this list of 15 FREE ebooks for learning machine learning and deep learning.https://www.kdnuggets.com/2022/10/15-free-machine-learning-deep-learning-books.html
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Machine Learning on the Edge
Edge ML involves putting ML models on consumer devices where they can independently run inferences without an internet connection, in real-time, and at no cost.https://www.kdnuggets.com/2022/10/machine-learning-edge.html
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Top 10 MLOps Tools to Optimize & Manage Machine Learning Lifecycle
As more businesses experiment with data, they realize that developing a machine learning (ML) model is only one of many steps in the ML lifecycle.https://www.kdnuggets.com/2022/10/top-10-mlops-tools-optimize-manage-machine-learning-lifecycle.html
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Ensemble Learning with Examples
Learn various algorithms to improve the robustness and performance of machine learning applications. Furthermore, it will help you build a more generalized and stable model.https://www.kdnuggets.com/2022/10/ensemble-learning-examples.html
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Frameworks for Approaching the Machine Learning Process
This post is a summary of 2 distinct frameworks for approaching machine learning tasks, followed by a distilled third. Do they differ considerably (or at all) from each other, or from other such processes available?https://www.kdnuggets.com/2018/05/general-approaches-machine-learning-process.html
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KDnuggets News, October 19: 3 Valuable Skills That Have Doubled My Income as a Data Scientist • The Complete Free PyTorch Course for Deep Learning
3 Valuable Skills That Have Doubled My Income as a Data Scientist • The Complete Free PyTorch Course for Deep Learning • 7 Free Platforms for Building a Strong Data Science Portfolio • Mathematics for Machine Learning: The Free eBook • 25 Advanced SQL Interview Questions for Data Scientistshttps://www.kdnuggets.com/2022/n41.html
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Working With Sparse Features In Machine Learning Models
Sparse features can cause problems like overfitting and suboptimal results in learning models, and understanding why this happens is crucial when developing models. Multiple methods, including dimensionality reduction, are available to overcome issues due to sparse features.https://www.kdnuggets.com/2021/01/sparse-features-machine-learning-models.html
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Implementing Adaboost in Scikit-learn
It is called Adaptive Boosting due to the fact that the weights are re-assigned to each instance, with higher weights being assigned to instances that are not correctly classified - therefore it ‘adapts’.https://www.kdnuggets.com/2022/10/implementing-adaboost-scikitlearn.html
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Mathematics for Machine Learning: The Free eBook
Check out this free ebook covering the fundamentals of mathematics for machine learning, as well as its companion website of exercises and Jupyter notebooks.https://www.kdnuggets.com/2020/04/mathematics-machine-learning-book.html
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What it takes to crack Machine Learning Engineer interviews
Interview Kickstart’s Machine Learning Interview Course is the first-of-its-kind, ML-specific tech interview prep program designed and taught by FAANG+ instructors. Learn more about the program.https://www.kdnuggets.com/2022/10/interview-kickstart-crack-machine-learning-engineer-interviews.html
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The Complete Free PyTorch Course for Deep Learning
Do you want to learn PyTorch for machine learning and deep learning? Check out this 24 hour long video course with accompanying notes and courseware for free. Did I mention it's free?https://www.kdnuggets.com/2022/10/complete-free-pytorch-course-deep-learning.html
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A Day in the Life of a Machine Learning Engineer
What does a day in the life as a machine learning engineer look like for you?https://www.kdnuggets.com/2022/10/day-life-machine-learning-engineer.html
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How to Get Up and Running with SQL – A List of Free Learning Resources
We have compiled a list of the top free resources to help new data practitioners learn SQL. These include free online courses and resources to get the most out of your SQL skills.https://www.kdnuggets.com/2022/10/get-running-sql-list-free-learning-resources.html
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6 Best Free Online Courses to Jumpstart Your Learning of SQL
We scoured the internet for the best free courses for anyone looking to learn SQL. We’re excited to share the top 6 resources we found.https://www.kdnuggets.com/2022/10/corise-6-best-free-online-courses-jumpstart-learning-sql.html
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Machine Learning for Everybody!
Who is machine learning for? Everybody!https://www.kdnuggets.com/2022/10/machine-learning-everybody.html
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7 Steps to Mastering Machine Learning with Python in 2022
Are you trying to teach yourself machine learning from scratch, but aren’t sure where to start? I will attempt to condense all the resources I’ve used over the years into 7 steps that you can follow to teach yourself machine learning.https://www.kdnuggets.com/2022/02/7-steps-mastering-machine-learning-python.html
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Beyond Pipelines: Graphs as Scikit-Learn Metaestimators
Create manageable and scalable machine learning workflows with skdag.https://www.kdnuggets.com/2022/09/graphs-scikitlearn-metaestimators.html
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Top 5 Machine Learning Practices Recommended by Experts
This article is intended to help beginners improve their model structure by listing the best practices recommended by machine learning experts.https://www.kdnuggets.com/2022/09/top-5-machine-learning-practices-recommended-experts.html
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Top Posts September 19-25: 7 Machine Learning Portfolio Projects to Boost the Resume
7 Machine Learning Portfolio Projects to Boost the Resume • How to Select Rows and Columns in Pandas Using [ ], .loc, iloc, .at and .iat • Decision Tree Algorithm, Explained • Free SQL and Database Course • 5 Tricky SQL Queries Solvedhttps://www.kdnuggets.com/2022/09/top-posts-week-0919-0925.html
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How to Correctly Select a Sample From a Huge Dataset in Machine Learning
We explain how choosing a small, representative dataset from a large population can improve model training reliability.https://www.kdnuggets.com/2019/05/sample-huge-dataset-machine-learning.html
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The Machine Learning Lifecycle
Learn about the standard process for building sustainable machine learning applications.https://www.kdnuggets.com/2022/06/making-sense-crispmlq-machine-learning-lifecycle-process.html
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KDnuggets News, September 21: 7 Machine Learning Portfolio Projects to Boost the Resume • Free SQL and Database Course
7 Machine Learning Portfolio Projects to Boost the Resume • Free SQL and Database Course • Top 5 Bookmarks Every Data Analyst Should Have • 7 Steps to Mastering Python for Data Science • 5 Concepts You Should Know About Gradient Descent and Cost Functionhttps://www.kdnuggets.com/2022/n37.html
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Learn How Different Data Visualizations Work
Data Literacy Month at DataCamp is in full swing. DataCamp’s three-part series on demystifying data visualizations explores how to capture trends, demonstrate relationships, and explore distributions. Start learning today.https://www.kdnuggets.com/2022/09/datacamp-learn-different-data-visualizations-work.html
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7 Machine Learning Portfolio Projects to Boost the Resume
Work on machine learning and deep learning portfolio projects to learn new skills and improve your chance of getting hired.https://www.kdnuggets.com/2022/09/7-machine-learning-portfolio-projects-boost-resume.html
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Simplifying Decision Tree Interpretability with Python & Scikit-learn
This post will look at a few different ways of attempting to simplify decision tree representation and, ultimately, interpretability. All code is in Python, with Scikit-learn being used for the decision tree modeling.https://www.kdnuggets.com/2017/05/simplifying-decision-tree-interpretation-decision-rules-python.html
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KDnuggets News, September 14: Free Python for Data Science Course • Everything You’ve Ever Wanted to Know About Machine Learning
Free Python for Data Science Course • Everything You’ve Ever Wanted to Know About Machine Learning • Progress Bars in Python with tqdm for Fun and Profit • 7 Tips for Python Beginners • 7 Data Analytics Interview Questions & Answershttps://www.kdnuggets.com/2022/n36.html
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Everything You’ve Ever Wanted to Know About Machine Learning
Putting the fun in fundamentals! A collection of short videos to amuse beginners and experts alike.https://www.kdnuggets.com/2022/09/everything-youve-ever-wanted-to-know-about-machine-learning.html
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How To Tackle 3 Common Machine Learning Challenges
As you begin developing your ML models, here are the common challenges you might encounter during your project.https://www.kdnuggets.com/2022/09/comet-tackle-3-common-machine-learning-challenges.html
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Machine Learning Algorithms – What, Why, and How?
This post explains why and when you need machine learning and concludes by listing the key considerations for choosing the correct machine learning algorithm.https://www.kdnuggets.com/2022/09/machine-learning-algorithms.html
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Visualizing Your Confusion Matrix in Scikit-learn
Defining model evaluation metrics is crucial in ensuring that the model performs precisely for the purpose it is built. Confusion Matrix is one of the most popular and effective tools to evaluate the performance of the trained ML model. In this post, you will learn how to visualize the confusion matrix and interpret its output.https://www.kdnuggets.com/2022/09/visualizing-confusion-matrix-scikitlearn.html
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The Difference Between Training and Testing Data in Machine Learning
When building a predictive model, the quality of the results depends on the data you use. In order to do so, you need to understand the difference between training and testing data in machine learning.https://www.kdnuggets.com/2022/08/difference-training-testing-data-machine-learning.html
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Machine Learning Metadata Store
In this article, we will learn about metadata stores, the need for them, their components, and metadata store management.https://www.kdnuggets.com/2022/08/machine-learning-metadata-store.html
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Machine Learning in the Enterprise: Use Cases & Challenges
This article provides insights into how leading data scientists are embracing machine learning in their organizations and covers some of the major ML challenges and trends in the enterprise.https://www.kdnuggets.com/2022/08/dss-machine-learning-enterprise-cases-challenges.html
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Machine Learning is Not Like Your Brain Part Seven: What Neurons are Good At
Thus far, this series has focused on things that Machine Learning does or needs which biological neurons simply can’t do. This article turns the tables and discusses a few things that neurons are particularly good at.https://www.kdnuggets.com/2022/08/machine-learning-like-brain-part-seven-neurons-good.html
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Put your deep learning skills with R into action!
Sponsored Post Deep learning has become essential knowledge for data scientists, researchers, and software developers. The R language APIs for Keras and TensorFlow Read more »https://www.kdnuggets.com/2022/08/manning-deep-learning-skills-r-action.html
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How to Package and Distribute Machine Learning Models with MLFlow
MLFlow is a tool to manage the end-to-end lifecycle of a Machine Learning model. Likewise, the installation and configuration of an MLFlow service is addressed and examples are added on how to generate and share projects with MLFlow.https://www.kdnuggets.com/2022/08/package-distribute-machine-learning-models-mlflow.html
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KDnuggets Top Posts for July 2022: Machine Learning Algorithms Explained in Less Than 1 Minute Each
Machine Learning Algorithms Explained in Less Than 1 Minute Each • Free Python Automation Course • Free Python Crash Course • The 5 Hardest Things to Do in SQL • 16 Essential DVC Commands for Data Science • 12 Essential VSCode Extensions for Data Science • Parallel Processing Large • File in Python • Linear Algebra for Data Sciencehttps://www.kdnuggets.com/2022/08/top-posts-july-2022.html
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Machine Learning Over Encrypted Data
This blog outlines a solution to the Kaggle Titanic challenge that employs Privacy-Preserving Machine Learning (PPML) using the Concrete-ML open-source toolkit.https://www.kdnuggets.com/2022/08/machine-learning-encrypted-data.html
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What Does ETL Have to Do with Machine Learning?
ETL during the process of producing effective machine learning algorithms is found at the base - the foundation. Let’s go through the steps on how ETL is important to machine learning.https://www.kdnuggets.com/2022/08/etl-machine-learning.html
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The Evolution From Artificial Intelligence to Machine Learning to Data Science
By the end of this article, you should be able to distinguish between these concepts.https://www.kdnuggets.com/2022/08/evolution-artificial-intelligence-machine-learning-data-science.html
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6 Ways Businesses Can Benefit From Machine Learning
Machine learning is gaining popularity rapidly in the business world. Discover the ways that your business can benefit from machine learning.https://www.kdnuggets.com/2022/08/6-ways-businesses-benefit-machine-learning.html
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Top Posts August 1-7: Most In-demand Artificial Intelligence Skills To Learn In 2022
Most In-demand Artificial Intelligence Skills To Learn In 2022 • The 5 Hardest Things to Do in SQL • 10 Most Used Tableau Functions • Decision Trees vs Random Forests, Explained • Decision Tree Algorithm, Explainedhttps://www.kdnuggets.com/2022/08/top-posts-week-0801-0807.html
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Best Instagram Accounts to Follow for Data Science, Machine Learning & AI
I have put this blog together to help you figure out what Instagram accounts you should follow to get the best Data Science, Machine Learning, and Artificial Intelligence content.https://www.kdnuggets.com/2022/08/best-instagram-accounts-follow-data-science-machine-learning-ai.html
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Machine Learning Is Not Like Your Brain Part 6: The Importance of Precise Synapse Weights and the Ability to Set Them Quickly
In Part Six, I’ll show how limitations in synapses are even more of a problem. Precise synapse weights and the ability to set them quickly to a specific value are crucial to ML and biological neurons offer neither.https://www.kdnuggets.com/2022/08/machine-learning-like-brain-part-6-importance-precise-synapse-weights-ability-set-quickly.html
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Why Emily Ekdahl chose co:rise to level up her job performance as a machine learning engineer
Find out what one of the first learners to complete the co:rise Machine Learning Foundations track said about her experience in the track and what she’s tackling next when she recently talked to Julia Stiglitz, co:rise co-founder and CEO.https://www.kdnuggets.com/2022/08/corise-emily-ekdahl-chose-corise-level-job-performance-machine-learning-engineer.html
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Most In-demand Artificial Intelligence Skills To Learn In 2022
Artificial Intelligence (AI) is the process of programming a computer that can reason and learn like a human being and make decisions for itself.https://www.kdnuggets.com/2022/08/indemand-artificial-intelligence-skills-learn-2022.html
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How to Deal with Categorical Data for Machine Learning
Check out this guide to implementing different types of encoding for categorical data, including a cheat sheet on when to use what type.https://www.kdnuggets.com/2021/05/deal-with-categorical-data-machine-learning.html
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KDnuggets News, August 3: 10 Most Used Tableau Functions • Is Domain Knowledge Important for Machine Learning?
10 Most Used Tableau Functions • Is Domain Knowledge Important for Machine Learning? • ETL vs ELT: Data Integration Showdown • Free MLOps Crash Course for Beginners • 90% of Today’s Code is Written to Prevent Failure, and That’s a Problemhttps://www.kdnuggets.com/2022/n31.html
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K-nearest Neighbors in Scikit-learn
Learn about the k-nearest neighbours algorithm, one of the most prominent workhorse machine learning algorithms there is, and how to implement it using Scikit-learn in Python.https://www.kdnuggets.com/2022/07/knearest-neighbors-scikitlearn.html
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Is Domain Knowledge Important for Machine Learning?
If you incorporate domain knowledge into your architecture and your model, it can make it a lot easier to explain the results, both to yourself and to an outside viewer. Every bit of domain knowledge can serve as a stepping stone through the black box of a machine learning model.https://www.kdnuggets.com/2022/07/domain-knowledge-important-machine-learning.html
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Using Scikit-learn’s Imputer
Learn about Scikit-learn’s SimpleImputer, IterativeImputer, KNNImputer, and machine learning pipelines.https://www.kdnuggets.com/2022/07/scikitlearn-imputer.html
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Practical Deep Learning from fast.ai is Back!
Looking for a great course to go from machine learning zero to hero quickly? fast.ai has released the latest version of Practical Deep Learning For Coders. And it won't cost you a thing.https://www.kdnuggets.com/2022/07/practical-deep-learning-fastai-2022.html
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The Difficulty of Estimating the Carbon Footprint of Machine Learning
Is machine learning killing the planet? Probably not, but let's make sure it doesn't.https://www.kdnuggets.com/2022/07/difficulty-estimating-carbon-footprint-machine-learning.html
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KDnuggets News, July 20: Machine Learning Algorithms Explained in Less Than 1 Minute Each; Parallel Processing Large File in Python
Machine Learning Algorithms Explained in Less Than 1 Minute Each; Parallel Processing Large File in Python; Free Python Automation Course; How Does Logistic Regression Work?; 12 Most Challenging Data Science Interview Questionshttps://www.kdnuggets.com/2022/n29.html
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Machine Learning Is Not Like Your Brain Part 5: Biological Neurons Can’t Do Summation of Inputs
See why biological neurons can’t do the most fundamental process of the artificial perceptron, the summation of inputs.https://www.kdnuggets.com/2022/07/machine-learning-like-brain-part-5-biological-neurons-cant-summation-inputs.html
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Free Artificial Intelligence And Deep Learning Crash Course
Deep learning forms the backbone of modern day artificial intelligence. Learn more about the important aspects of this connection with this freely available course.https://www.kdnuggets.com/2022/07/free-artificial-intelligence-deep-learning-crash-course.html
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Data Preparation and Raw Data in Machine Learning
In this article, I will describe the data preparation techniques for machine learning.https://www.kdnuggets.com/2022/07/data-preparation-raw-data-machine-learning.html
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Bounding Box Deep Learning: The Future of Video Annotation
Bounding box deep learning has several benefits that make it well-suited for video annotation.https://www.kdnuggets.com/2022/07/bounding-box-deep-learning-future-video-annotation.html
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Boosting Machine Learning Algorithms: An Overview
The combination of several machine learning algorithms is referred to as ensemble learning. There are several ensemble learning techniques. In this article, we will focus on boosting.https://www.kdnuggets.com/2022/07/boosting-machine-learning-algorithms-overview.html
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Machine Learning Model Management
The tools used in the development cycle for Machine Learning and the managing of the models require MLOps - Machine Learning Operations.https://www.kdnuggets.com/2022/07/machine-learning-model-management.html
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Linear Machine Learning Algorithms: An Overview
In this article, we’ll discuss several linear algorithms and their concepts.https://www.kdnuggets.com/2022/07/linear-machine-learning-algorithms-overview.html
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Why You Need To Learn More Than One Programming Language!
Will your skills get outdated if you survive on one programming language for your career? Read on to find out.https://www.kdnuggets.com/2022/06/need-learn-one-programming-language.html
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Speed up Machine Learning with Fast Kriging (FKR)
Machine Learning has revolutionized the world, yet expensive computation costs on model trainings are often a large limitation, especially for large data sets or elevated precisions. VMC Consulting offers a new algorithm called Fast Kriging (FKR), which allows to train models with the high precision of Kriging at a speed 100+ times faster, without compromising precision, for any data set size.https://www.kdnuggets.com/2022/06/vmc-speed-machine-learning-fast-kriging.html
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Machine Learning Is Not Like Your Brain Part 4: The Neuron’s Limited Ability to Represent Precise Values
In the fourth installment, we focus on a fundamental issue: it is difficult to represent numerical values in neurons and impractical to represent them with precision.https://www.kdnuggets.com/2022/06/machine-learning-like-brain-part-4-neuron-limited-ability-represent-precise-values.html
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KDnuggets News, June 22: Primary Supervised Learning Algorithms Used in Machine Learning; Top 15 Books to Master Data Strategy
Primary Supervised Learning Algorithms Used in Machine Learning; Top 15 Books to Master Data Strategy; Top Data Science Podcasts for 2022; Prepare Your Data for Effective Tableau & Power BI Dashboards; Generate Synthetic Time-series Data with Open-source Toolshttps://www.kdnuggets.com/2022/n25.html
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KDnuggets Top Posts for May 2022: 9 Free Harvard Courses to Learn Data Science in 2022
Also: The Complete Collection of Data Science Books - Part 2; The 6 Python Machine Learning Tools Every Data Scientist Should Know About; The Complete Collection of Data Science Books - Part 1; Data Science Projects That Will Land You The Job in 2022; Software Developer vs Software Engineerhttps://www.kdnuggets.com/2022/06/top-posts-may-2022.html
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Primary Supervised Learning Algorithms Used in Machine Learning
In this tutorial, we are going to list some of the most common algorithms that are used in supervised learning along with a practical tutorial on such algorithms.https://www.kdnuggets.com/2022/06/primary-supervised-learning-algorithms-used-machine-learning.html
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KDnuggets News, June 15: 14 Essential Git Commands for Data Scientists; A Structured Approach To Building a Machine Learning Model
14 Essential Git Commands for Data Scientists; A Structured Approach To Building a Machine Learning Model; How is Data Mining Different from Machine Learning?; Understanding Functions for Data Science; Top 18 Data Science Facebook Groupshttps://www.kdnuggets.com/2022/n24.html
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Python For Machine Learning: eBook Review
The guide to writing production-ready Python code for machine learning projects.https://www.kdnuggets.com/2022/06/python-machine-learning-ebook-review.html
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Deep Learning Key Terms, Explained
Gain a beginner's perspective on artificial neural networks and deep learning with this set of 14 straight-to-the-point related key concept definitions.https://www.kdnuggets.com/2016/10/deep-learning-key-terms-explained.html
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Publications on Data Science, Machine Learning, AI & Analytics
Featured Publications The Machine Learning Mastery EBook Catalog Machine Learning Mastery Frustrated with one-off articles and too much math? Take the Next Step and Read more »https://www.kdnuggets.com/publication/index.html
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A Structured Approach To Building a Machine Learning Model
This article gives you a glimpse of how to approach a machine learning project with a clear outline of an easy-to-implement 5-step process.https://www.kdnuggets.com/2022/06/structured-approach-building-machine-learning-model.html
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Every Engineer Should and Can Learn Machine Learning
Read this interview with Sourabh Bajaj of co:rise, discussing the evolution of the ML role, how he designed the course to connect with today’s business needs, and how he thinks students can apply the covered topics at the end of each course!https://www.kdnuggets.com/2022/06/corise-every-engineer-learn-machine-learning.html
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How is Data Mining Different from Machine Learning?
How about we take a closer look at data mining and machine learning so we know how to catch their different ends?https://www.kdnuggets.com/2022/06/data-mining-different-machine-learning.html
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Python: The programming language of machine learning
You can't avoid learning Python if you work on machine learning problems. You need to know what other people's code means and you need to convey your ideas to them too.https://www.kdnuggets.com/2022/06/mlm-python-programming-language-machine-learning.html
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Learn MLOps with This Free Course
Learn to train and track your experiments, create ML pipelines, model deployment, monitor the performance in production, and adopt best practices from DevOps.https://www.kdnuggets.com/2022/06/learn-mlops-free-course.html
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How Activation Functions Work in Deep Learning
Check out a this article for a better understanding of activation functions.https://www.kdnuggets.com/2022/06/activation-functions-work-deep-learning.html
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A Beginner’s Guide to Q Learning
Learn the basics of Q-learning in this article, a model-free reinforcement learning algorithm.https://www.kdnuggets.com/2022/06/beginner-guide-q-learning.html
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Machine Learning Is Not Like Your Brain Part 3: Fundamental Architecture
Part three of this series examines the fundamental architecture underlying machine learning and the brain.https://www.kdnuggets.com/2022/06/machine-learning-like-brain-part-3-fundamental-architecture.html