Search results for Programming Natural Language Processing
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The Complete Collection of Data Science Projects – Part 1
The first part covers the list of Programming, Web scraping, Data Analytics, SQL, Business Intelligence, and Time Series projects.https://www.kdnuggets.com/2022/08/complete-collection-data-science-projects-part-1.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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Free Python Automation Course
Who wants to do boring stuff? Learn to automate the mundane with Python thanks to this free course. Set it and forget it!https://www.kdnuggets.com/2022/07/free-automate-python-course.html
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Free Python Crash Course
Python is the most popular programming language in the world. Master it with this free crash course.https://www.kdnuggets.com/2022/07/free-python-crash-course.html
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Genetic Algorithm Key Terms, Explained
This article presents simple definitions for 12 genetic algorithm key terms, in order to help better introduce the concepts to newcomers.https://www.kdnuggets.com/2018/04/genetic-algorithm-key-terms-explained.html
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The Complete Collection of Data Science Books – Part 2
Read the best books on Machine Learning, Deep Learning, Computer Vision, Natural Language Processing, MLOps, Robotics, IoT, AI Products Management, and Data Science for Executives.https://www.kdnuggets.com/2022/05/complete-collection-data-science-books-part-2.html
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Descriptive Statistics Key Terms, Explained
This is a collection of 15 basic descriptive statistics key terms, explained in easy to understand language, along with an example and some Python code for computing simple descriptive statistics.https://www.kdnuggets.com/2017/05/descriptive-statistics-key-terms-explained.html
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Data Science, Statistics and Machine Learning Dictionary
Check out this curated list of the most used data science terminology and get a leg up on your learning.https://www.kdnuggets.com/2022/05/data-science-statistics-machine-learning-dictionary.html
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Centroid Initialization Methods for k-means Clustering
This article is the first in a series of articles looking at the different aspects of k-means clustering, beginning with a discussion on centroid initialization.https://www.kdnuggets.com/2020/06/centroid-initialization-k-means-clustering.html
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5 Free Hosting Platform For Machine Learning Applications
Learn about the free and easy-to-deploy hosting platform for your machine learning projects.https://www.kdnuggets.com/2022/05/5-free-hosting-platform-machine-learning-applications.html
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Best Data Science Career Tracks of 2022
Top-rated data science tracks consist of multiple project-based courses covering all aspects of data. It includes an introduction to Python/R, data ingestion & manipulation, data visualization, machine learning, and reporting.https://www.kdnuggets.com/2022/04/best-data-science-career-tracks-2022.html
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Data Scientist, Data Engineer & Other Data Careers, Explained
In this article, we will have a look at five distinct data careers, and hopefully provide some advice on how to get one's feet wet in this convoluted field.https://www.kdnuggets.com/2021/05/data-scientist-data-engineer-data-careers-explained.html
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Machine Learning Pipeline Optimization with TPOT
Let's revisit the automated machine learning project TPOT, and get back up to speed on using open source AutoML tools on our way to building a fully-automated prediction pipeline.https://www.kdnuggets.com/2021/05/machine-learning-pipeline-optimization-tpot.html
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GitHub Copilot Open Source Alternatives
GitHub's Copilot code generation tool is currently only available via approved request. Here are 4 Copilot alternatives that you can use in your programming today.https://www.kdnuggets.com/2021/07/github-copilot-open-source-alternatives-code-generation.html
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DIY Automated Machine Learning with Streamlit
In this article, we will create an automated machine learning web app you can actually use.https://www.kdnuggets.com/2021/11/diy-automated-machine-learning-app.html
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Become a Data Science Professional in Five Steps
If your new year's resolution was to start a career in data science but you have stalled, simply follow these easy steps to acquire professional certification within a year.https://www.kdnuggets.com/2022/03/become-data-science-professional-five-steps.html
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What certification are you adding to your toolkit in 2022?
Learn more about the popular certifications that will validate your data and analytics skills.https://www.kdnuggets.com/2022/03/sas-certification-adding-toolkit-2022.html
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How to Create a Dataset for Machine Learning
Datasets - properly curated and labeled - remain a scarce resource. What can be done about this?https://www.kdnuggets.com/2022/02/create-dataset-machine-learning.html
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What Is the Difference Between SQL and Object-Relational Mapping (ORM)?
Object-relational mapping, or ORM, is a technique that allows you to interact with databases using the object-oriented paradigm of the programming language of your choosing. How is that different from structured query language, though, and when do you use them?https://www.kdnuggets.com/2022/02/difference-sql-object-relational-mapping-orm.html
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Managing Your Reusable Python Code as a Data Scientist
Here are a few approaches that I have settled on for managing my own reusable Python code as a data scientist, presented from most to least general code use, and aimed at beginners.https://www.kdnuggets.com/2021/06/managing-reusable-python-code-data-scientist.html
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The Complete Collection of Data Science Cheat Sheets – Part 1
A collection of cheat sheets that will help you prepare for a technical interview, assessment tests, class presentation, and help you revise core data science concepts.https://www.kdnuggets.com/2022/02/complete-collection-data-science-cheat-sheets-part-1.html
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19 Data Science Project Ideas for Beginners
This article features 19 data science projects for beginners, categorized into 7 full project tutorials, 5 places to come up with your own data science projects using data, and 7 skills-based data science projects.https://www.kdnuggets.com/2021/11/19-data-science-project-ideas-beginners.html
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8 Best Data Science Courses to Enroll in 2022 For Steep Career Advancement
Here is the list of the top 8 data science courses and programs that you can consider for upskilling yourself and get the best data scientist job in 2022.https://www.kdnuggets.com/2022/02/scaler-8-best-data-science-courses-enroll-2022-steep-career-advancement.html
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Learn Machine Learning 4X Faster by Participating in Competitions
Participating in competitions has taught me everything about machine learning and how It can help you learn multiple domains faster than online courses.https://www.kdnuggets.com/2022/01/learn-machine-learning-4x-faster-participating-competitions.html
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Why Humbling Yourself Will Improve Your Data Science Skills
Your first job is always going to be frightening. You will feel anxious and nervous to speak your own opinion. I will go through a few points that I believe everybody should incorporate into their work and personal life.https://www.kdnuggets.com/2022/01/humbling-improve-data-science-skills.html
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Cutting Down Implementation Time by Integrating Jupyter and KNIME
Are you a KNIME fan or a Jupyter fan? Well, here you don’t have to choose.https://www.kdnuggets.com/2021/12/cutting-implementation-time-integrating-jupyter-knime.html
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The Chatbot Transformation: From Failure to the Future
The all-knowing chatbots we once thought to be the future have been replaced by specialized bots, and the results are outstanding.https://www.kdnuggets.com/2021/12/chatbot-transformation-failure-future.html
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10 Key AI & Data Analytics Trends for 2022 and Beyond
What AI and data analytics trends are taking the industry by storm this year? This comprehensive review highlights upcoming directions in AI to carefully watch and consider implementing in your personal work or organization.https://www.kdnuggets.com/2021/12/10-key-ai-trends-for-2022.html
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My First Six Months as a Data Scientist
The technical and non-technical lessons I’ve learned.https://www.kdnuggets.com/2021/12/first-six-months-data-scientist.html
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Stop Learning Data Science to Find Purpose and Find Purpose to Learn Data Science">Stop Learning Data Science to Find Purpose and Find Purpose to Learn Data Science
How I flipped the educational model to become a more effective data scientist.https://www.kdnuggets.com/2021/12/stop-learning-data-science-find-purpose.html
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3 Differences Between Coding in Data Science and Machine Learning
The terms ‘data science’ and ‘machine learning’ are often used interchangeably. But while they are related, there are some glaring differences, so let’s take a look at the differences between the two disciplines, specifically as it relates to programming.https://www.kdnuggets.com/2021/11/3-differences-coding-data-science-machine-learning.html
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11 Most Practical Data Science Skills for 2022
While the field of data science continues to evolve with exciting new progress in analytical approaches and machine learning, there remain a core set of skills that are foundational for all general practitioners and specialists, especially those who want to be employable with full-stack capabilities.https://www.kdnuggets.com/2021/10/11-most-practical-data-science-skills-2022.html
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The 20 Python Packages You Need For Machine Learning and Data Science">The 20 Python Packages You Need For Machine Learning and Data Science
Do you do Python? Do you do data science and machine learning? Then, you need to do these crucial Python libraries that enable nearly all you will want to do.https://www.kdnuggets.com/2021/10/20-python-packages.html
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The Evolution of Tokenization – Byte Pair Encoding in NLP
Though we have SOTA algorithms for tokenization, it's always a good practice to understand the evolution trail and learning how have we reached here. Read this introduction to Byte Pair Encoding.https://www.kdnuggets.com/2021/10/evolution-tokenization-byte-pair-encoding-nlp.html
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Path to Full Stack Data Science">Path to Full Stack Data Science
Start your journey toward mastering all aspects of the field of Data Science with this focused list of in-depth self-learning resources. Curated with the beginner in mind, these recommendations will help you learn efficiently, and can also offer existing professionals useful highlights for review or help filling in any gaps in skills.https://www.kdnuggets.com/2021/09/path-full-stack-data-science.html
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A Breakdown of Deep Learning Frameworks
Deep Learning continues to evolve as one of the most powerful techniques in the AI toolbox. Many software packages exist today to support the development of models, and we highlight important options available with key qualities and differentiators to help you select the most appropriate for your needs.https://www.kdnuggets.com/2021/09/a-breakdown-deep-learning-frameworks.html
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Top 18 Low-Code and No-Code Machine Learning Platforms">Top 18 Low-Code and No-Code Machine Learning Platforms
Machine learning becomes more accessible to companies and individuals when there is less coding involved. Especially if you are just starting your path in ML, then check out these low-code and no-code platforms to help expedite your capabilities in learning and applying AI.https://www.kdnuggets.com/2021/09/top-18-low-code-no-code-machine-learning-platforms.html
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Popular Certifications to validate your data and analytics skills
Check out the most popular certifications from SAS to see what certification you want to pursue next. Now through the end of 2021, you can save 55% on your exam!https://www.kdnuggets.com/2021/09/sas-popular-certifications-data-analytics-skills.html
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How Machine Learning Leverages Linear Algebra to Solve Data Problems
Why you should learn the fundamentals of linear algebra.https://www.kdnuggets.com/2021/09/machine-learning-leverages-linear-algebra-solve-data-problems.html
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Learning Data Science and Machine Learning: First Steps After The Roadmap">Learning Data Science and Machine Learning: First Steps After The Roadmap
Just getting into learning data science may seem as daunting as (if not more than) trying to land your first job in the field. With so many options and resources online and in traditional academia to consider, these pre-requisites and pre-work are recommended before diving deep into data science and AI/ML.https://www.kdnuggets.com/2021/08/learn-data-science-machine-learning.html
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15 Things I Look for in Data Science Candidates
This article presents advice for anyone looking or hiring for data science jobs, written by someone with practical and useful insight.https://www.kdnuggets.com/2021/08/15-things-data-science-candidates.html
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GPU-Powered Data Science (NOT Deep Learning) with RAPIDS">GPU-Powered Data Science (NOT Deep Learning) with RAPIDS
How to utilize the power of your GPU for regular data science and machine learning even if you do not do a lot of deep learning work.https://www.kdnuggets.com/2021/08/gpu-powered-data-science-deep-learning-rapids.html
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Not Only for Deep Learning: How GPUs Accelerate Data Science & Data Analytics">Not Only for Deep Learning: How GPUs Accelerate Data Science & Data Analytics
Modern AI/ML systems’ success has been critically dependent on their ability to process massive amounts of raw data in a parallel fashion using task-optimized hardware. Can we leverage the power of GPU and distributed computing for regular data processing jobs too?https://www.kdnuggets.com/2021/07/deep-learning-gpu-accelerate-data-science-data-analytics.html
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Why and how should you learn “Productive Data Science”?">Why and how should you learn “Productive Data Science”?
What is Productive Data Science and what are some of its components?https://www.kdnuggets.com/2021/07/learn-productive-data-science.html
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A Learning Path To Becoming a Data Scientist">A Learning Path To Becoming a Data Scientist
Becoming a professional data scientist may not be as easy as "1... 2... 3...", but these 10 steps can be your self-learning roadmap to kickstarting your future in the exciting and ever-expanding field of data science.https://www.kdnuggets.com/2021/07/learning-path-data-scientist.html
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Building a Knowledge Graph for Job Search Using BERT
A guide on how to create knowledge graphs using NER and Relation Extraction.https://www.kdnuggets.com/2021/06/knowledge-graph-job-search-bert.html
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Topic Modeling with Streamlit
What does it take to create and deploy a topic modeling web application quickly? Read this post to see how the author uses Python NLP packages for topic modeling, Streamlit for the web application framework, and Streamlit Sharing for deployment.https://www.kdnuggets.com/2021/05/topic-modeling-streamlit.html
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Write and train your own custom machine learning models using PyCaret
A step-by-step, beginner-friendly tutorial on how to write and train custom machine learning models in PyCaret.https://www.kdnuggets.com/2021/05/pycaret-write-train-custom-machine-learning-models.html
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Awesome list of datasets in 100+ categories
With an estimated 44 zettabytes of data in existence in our digital world today and approximately 2.5 quintillion bytes of new data generated daily, there is a lot of data out there you could tap into for your data science projects. It's pretty hard to curate through such a massive universe of data, but this collection is a great start. Here, you can find data from cancer genomes to UFO reports, as well as years of air quality data to 200,000 jokes. Dive into this ocean of data to explore as you learn how to apply data science techniques or leverage your expertise to discover something new.https://www.kdnuggets.com/2021/05/awesome-list-datasets.html
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Best Python Books for Beginners and Advanced Programmers
Let's take a look at nine of the best Python books for both beginners and advanced programmers, covering topics such as data science, machine learning, deep learning, NLP, and more.https://www.kdnuggets.com/2021/05/best-python-books-beginner-advanced.html
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How to Apply Transformers to Any Length of Text
Read on to find how to restore the power of NLP for long sequences.https://www.kdnuggets.com/2021/04/apply-transformers-any-length-text.html
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Software Engineering Best Practices for Data Scientists
This is a crash course on how to bridge the gap between data science and software engineering.https://www.kdnuggets.com/2021/03/software-engineering-best-practices-data-scientists.html
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Top YouTube Machine Learning Channels
These are the top 15 YouTube channels for machine learning as determined by our stated criteria, along with some additional data on the channels to help you decide if they may have some content useful for you.https://www.kdnuggets.com/2021/03/top-youtube-machine-learning-channels.html
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The Best Machine Learning Frameworks & Extensions for Scikit-learn">The Best Machine Learning Frameworks & Extensions for Scikit-learn
Learn how to use a selection of packages to extend the functionality of Scikit-learn estimators.https://www.kdnuggets.com/2021/03/best-machine-learning-frameworks-extensions-scikit-learn.html
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How to Begin Your NLP Journey
In this blog post, learn how to process text using Python.https://www.kdnuggets.com/2021/03/begin-nlp-journey.html
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The Ultimate Guide to Acing Coding Interviews for Data Scientists">The Ultimate Guide to Acing Coding Interviews for Data Scientists
This article covers understanding the 4 types of coding interview questions and preparing for them effectively.https://www.kdnuggets.com/2021/03/ultimate-guide-acing-coding-interviews-data-scientists.html
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Top YouTube Channels for Data Science">Top YouTube Channels for Data Science
Have a look at the top 15 YouTube channels for data science by number of subscribers, along with some additional data on the channels to help you decide if they may have some content useful for you.https://www.kdnuggets.com/2021/03/top-youtube-channels-data-science.html
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Build Your First Data Science Application">Build Your First Data Science Application
Check out these seven Python libraries to make your first data science MVP application.https://www.kdnuggets.com/2021/02/build-first-data-science-application.html
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5 Tools for Effortless Data Science
The sixth tool is coffee.https://www.kdnuggets.com/2021/01/5-tools-effortless-data-science.html
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Where is Marketing Data Science Headed?
Marketing data science - data science related to marketing - is now a significant part of marketing. Some of it directly competes with traditional marketing research and many marketing researchers may wonder what the future holds in store for it.https://www.kdnuggets.com/2021/01/marketing-data-science-headed.html
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15 Free Data Science, Machine Learning & Statistics eBooks for 2021">15 Free Data Science, Machine Learning & Statistics eBooks for 2021
We present a curated list of 15 free eBooks compiled in a single location to close out the year.https://www.kdnuggets.com/2020/12/15-free-data-science-machine-learning-statistics-ebooks-2021.html
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10 Python Skills They Don’t Teach in Bootcamp
Ascend to new heights in Data Science and Machine Learning with this thrilling list of coding tips.https://www.kdnuggets.com/2020/12/10-python-skills-dont-teach-bootcamp.html
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AI, Analytics, Machine Learning, Data Science, Deep Learning Research Main Developments in 2020 and Key Trends for 2021">AI, Analytics, Machine Learning, Data Science, Deep Learning Research Main Developments in 2020 and Key Trends for 2021
2020 is finally coming to a close. While likely not to register as anyone's favorite year, 2020 did have some noteworthy advancements in our field, and 2021 promises some important key trends to look forward to. As has become a year-end tradition, our collection of experts have once again contributed their thoughts. Read on to find out more.https://www.kdnuggets.com/2020/12/predictions-ai-machine-learning-data-science-research.html
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10 Python Skills for Beginners
Python is the fastest growing, most-beloved programming language. Get started with these Data Science tips.https://www.kdnuggets.com/2020/12/10-python-skills-beginners.html
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Simple & Intuitive Ensemble Learning in R
Read about metaEnsembleR, an R package for heterogeneous ensemble meta-learning (classification and regression) that is fully-automated.https://www.kdnuggets.com/2020/12/simple-intuitive-meta-learning-r.html
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5 Most Useful Machine Learning Tools every lazy full-stack data scientist should use
If you consider yourself a Data Scientist who can take any project from data curation to solution deployment, then you know there are many tools available today to help you get the job done. The trouble is that there are too many choices. Here is a review of five sets of tools that should turn you into the most efficient full-stack data scientist possible.https://www.kdnuggets.com/2020/11/5-useful-machine-learning-tools.html
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How to Get Into Data Science Without a Degree">How to Get Into Data Science Without a Degree
Breaking into any new field or slogging through a career change is always a challenge, and requires focus and even a little grit. While transitioning to becoming a Data Scientist is no different, aspiring to this role is possible, even without a formal post-secondary degree, largely due to the vast amount of quality learning resources available today.https://www.kdnuggets.com/2020/11/data-science-without-degree.html
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Data scientist or machine learning engineer? Which is a better career option?
In order to build automated data processing systems, we require professionals like Machine Learning Engineers and Data Scientists. But which of these is a better career option right now? Read on to find out.https://www.kdnuggets.com/2020/11/greatlearning-data-scientist-machine-learning-engineer.html
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Software 2.0 takes shape
Software developers remain in very high demand as many organizations continue to experience workloads that far exceed available talent. AI-enhanced approaches that automate more areas of the software development lifecycle are in development with interesting potentials for how machine learning and natural language processing can significantly impact how software is designed, developed, tested, and deployed in the future.https://www.kdnuggets.com/2020/10/software-20-takes-shape.html
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10 Underrated Python Skills
Tips for feature analysis, hyperparameter tuning, data visualization and more.https://www.kdnuggets.com/2020/10/10-underrated-python-skills.html
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Text Mining with R: The Free eBook">Text Mining with R: The Free eBook
This freely-available book will show you how to perform text analytics in R, using packages from the tidyverse.https://www.kdnuggets.com/2020/10/text-mining-r-free-ebook.html
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10 Best Machine Learning Courses in 2020">10 Best Machine Learning Courses in 2020
If you are ready to take your career in machine learning to the next level, then these top 10 Machine Learning Courses covering both practical and theoretical work will help you excel.https://www.kdnuggets.com/2020/10/10-best-machine-learning-courses-2020.html
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The Best Free Data Science eBooks: 2020 Update">The Best Free Data Science eBooks: 2020 Update
The author has updated their list of best free data science books for 2020. Read on to see what books you should grab.https://www.kdnuggets.com/2020/09/best-free-data-science-ebooks-2020-update.html
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Online Certificates/Courses in AI, Data Science, Machine Learning from Top Universities">Online Certificates/Courses in AI, Data Science, Machine Learning from Top Universities
We present the online courses and certificates in AI, Data Science, Machine Learning, and related topics from the top 20 universities in the world.https://www.kdnuggets.com/2020/09/online-certificates-ai-data-science-machine-learning-top.html
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Autograd: The Best Machine Learning Library You’re Not Using?">Autograd: The Best Machine Learning Library You’re Not Using?
If there is a Python library that is emblematic of the simplicity, flexibility, and utility of differentiable programming it has to be Autograd.https://www.kdnuggets.com/2020/09/autograd-best-machine-learning-library-not-using.html
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An Introduction to NLP and 5 Tips for Raising Your Game
This article is a collection of things the author would like to have known when they started out in NLP. Perhaps it will be useful for you.https://www.kdnuggets.com/2020/09/introduction-nlp-5-tips-raising-your-game.html
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4 Tricks to Effectively Use JSON in Python
Working with JSON in Python is a breeze, this will get you started right away.https://www.kdnuggets.com/2020/09/4-tricks-effectively-use-json-python.html
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Explainable and Reproducible Machine Learning Model Development with DALEX and Neptune
With ML models serving real people, misclassified cases (which are a natural consequence of using ML) are affecting peoples’ lives and sometimes treating them very unfairly. It makes the ability to explain your models’ predictions a requirement rather than just a nice to have.https://www.kdnuggets.com/2020/08/explainable-reproducible-machine-learning-model-development-dalex-neptune.html
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Must-read NLP and Deep Learning articles for Data Scientists">Must-read NLP and Deep Learning articles for Data Scientists
NLP and deep learning continue to advance, nearly on a daily basis. Check out these recent must-read guides, feature articles, and other resources to keep you on top of the latest advancements and ahead of the curve.https://www.kdnuggets.com/2020/08/must-read-nlp-deep-learning-articles.html
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Data Scientist Job Market 2020
With an analysis of over a thousand Data Scientist job descriptions in the USA, check out the trends for 2020 and current expectations on new positions in the field, including credentials, experience, and programming languages.https://www.kdnuggets.com/2020/08/data-scientist-job-market-2020.html
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Awesome Machine Learning and AI Courses">Awesome Machine Learning and AI Courses
Check out this list of awesome, free machine learning and artificial intelligence courses with video lectures.https://www.kdnuggets.com/2020/07/awesome-machine-learning-ai-courses.html
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A Layman’s Guide to Data Science. Part 3: Data Science Workflow">A Layman’s Guide to Data Science. Part 3: Data Science Workflow
Learn and appreciate the typical workflow for a data science project, including data preparation (extraction, cleaning, and understanding), analysis (modeling), reflection (finding new paths), and communication of the results to others.https://www.kdnuggets.com/2020/07/laymans-guide-data-science-workflow.html
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Best Machine Learning Youtube Videos Under 10 Minutes
The Youtube videos on this list cover concepts such as what machine learning is, the basics of natural language processing, how computer vision works, and machine learning in video games.https://www.kdnuggets.com/2020/06/best-machine-learning-youtube-videos-under-10-minutes.html
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Top 6 Reasons Data Scientists Should Know Java
There are many reasons why data scientists should learn Java. Read this overview of 6 specific reasons to help decide if Java might be right for your projects.https://www.kdnuggets.com/2020/06/top-6-reasons-data-scientists-know-java.html
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I Designed My Own Machine Learning and AI Degree
With so many pioneering online resources for open education, check out this organized collection of courses you can follow to become a well-rounded machine learning and AI engineer.https://www.kdnuggets.com/2020/05/designed-machine-learning-ai-degree.html
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Start Your Machine Learning Career in Quarantine">Start Your Machine Learning Career in Quarantine
While this quarantine can last two months, make the most of it by starting your career in Machine Learning with this 60-day learning plan.https://www.kdnuggets.com/2020/05/machine-learning-career-quarantine.html
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Beginners Learning Path for Machine Learning">Beginners Learning Path for Machine Learning
So, you are interested in machine learning? Here is your complete learning path to start your career in the field.https://www.kdnuggets.com/2020/05/beginners-learning-path-machine-learning.html
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10 Best Machine Learning Textbooks that All Data Scientists Should Read
Check out these 10 books that can help data scientists and aspiring data scientists learn machine learning today.https://www.kdnuggets.com/2020/04/10-best-machine-learning-textbooks-data-scientists.html
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Free High-Quality Machine Learning & Data Science Books & Courses: Quarantine Edition">Free High-Quality Machine Learning & Data Science Books & Courses: Quarantine Edition
If you find yourself quarantined and looking for free learning materials in the way of books and courses to sharpen your data science and machine learning skills, this collection of articles I have previously written curating such things is for you.https://www.kdnuggets.com/2020/04/machine-learning-data-science-books-courses-quarantine.html
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Dive Into Deep Learning: The Free eBook
This freely available text on deep learning is fully interactive and incredibly thorough. Check out "Dive Into Deep Learning" now and increase your neural networks theoretical understanding and practical implementation skills.https://www.kdnuggets.com/2020/04/dive-deep-learning-book.html
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Can Java Be Used for Machine Learning and Data Science?">Can Java Be Used for Machine Learning and Data Science?
While Python and R have become favorites for building these programs, many organizations are turning to Java application development to meet their needs. Read on to see how, and why.https://www.kdnuggets.com/2020/04/java-used-machine-learning-data-science.html
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Peer Reviewing Data Science Projects">Peer Reviewing Data Science Projects
In any technical development field, having other practitioners review your work before shipping code off to production is a valuable support tool to make sure your work is error-proof. Even through your preparation for the review, improvements might be discovered and then other issues that escaped your awareness can be spotted by outsiders. This peer scrutiny can also be applied to Data Science, and this article outlines a process that you can experiment with in your team.https://www.kdnuggets.com/2020/04/peer-reviewing-data-science-projects.html
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A Layman’s Guide to Data Science. Part 2: How to Build a Data Project
As Part 2 in a Guide to Data Science, we outline the steps to build your first Data Science project, including how to ask good questions to understand the data first, how to prepare the data, how to develop an MVP, reiterate to build a good product, and, finally, present your project.https://www.kdnuggets.com/2020/04/guide-data-science-build-data-project.html
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Python for data analysis… is it really that simple?!?">Python for data analysis… is it really that simple?!?
The article addresses a simple data analytics problem, comparing a Python and Pandas solution to an R solution (using plyr, dplyr, and data.table), as well as kdb+ and BigQuery solutions. Performance improvement tricks for these solutions are then covered, as are parallel/cluster computing approaches and their limitations.https://www.kdnuggets.com/2020/04/python-data-analysis-really-that-simple.html
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The Most Useful Machine Learning Tools of 2020
This articles outlines 5 sets of tools every lazy full-stack data scientist should use.https://www.kdnuggets.com/2020/03/most-useful-machine-learning-tools-2020.html
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Topics
In order to best organize our content, KDnuggets publishes articles which are categorized into the the following topics. Artificial Intelligence Here you will Read more »https://www.kdnuggets.com/topic
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Hand labeling is the past. The future is #NoLabel AI
Data labeling is so hot right now… but could this rapidly emerging market face disruption from a small team at Stanford and the Snorkel open source project, which enables highly efficient programmatic labeling that is 10 to 1,000x as efficient as hand labeling?https://www.kdnuggets.com/2020/02/hand-labeling-past-future-nolabel-ai.html
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20 AI, Data Science, Machine Learning Terms You Need to Know in 2020 (Part 1)">20 AI, Data Science, Machine Learning Terms You Need to Know in 2020 (Part 1)
2020 is well underway, and we bring you 20 AI, data science, and machine learning terms we should all be familiar with as the year marches onward.https://www.kdnuggets.com/2020/02/ai-data-science-machine-learning-key-terms-2020.html
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How to land a Data Scientist job at your dream company">How to land a Data Scientist job at your dream company
Job hunting for anyone just starting out as a data scientist can require grit, passion, and perseverance before finding the best opportunity. Follow this career search journey to learn what it took -- and the learning resources used -- to land the dream job.https://www.kdnuggets.com/2020/01/data-scientist-job-dream-company.html
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I wanna be a data scientist, but… how?">I wanna be a data scientist, but… how?
It’s easy to say "I wanna be a data scientist," but... where do you start? How much time is needed to be desired by companies? Do you need a Master’s degree? Do you need to know every mathematical concept ever derived? The journey might be long, but follow this plan to help you keep moving forward toward your career goal.https://www.kdnuggets.com/2020/01/wanna-be-data-scientist.html
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An Introductory Guide to NLP for Data Scientists with 7 Common Techniques">An Introductory Guide to NLP for Data Scientists with 7 Common Techniques
Data Scientists work with tons of data, and many times that data includes natural language text. This guide reviews 7 common techniques with code examples to introduce you the essentials of NLP, so you can begin performing analysis and building models from textual data.https://www.kdnuggets.com/2020/01/intro-guide-nlp-data-scientists.html
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The Book to Start You on Machine Learning">The Book to Start You on Machine Learning
This book is thought for beginners in Machine Learning, that are looking for a practical approach to learning by building projects and studying the different Machine Learning algorithms within a specific context.https://www.kdnuggets.com/2020/01/book-start-machine-learning.html
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10 Best and Free Machine Learning Courses, Online
Getting ready to leap into the world of Data Science? Consider these top machine learning courses curated by experts to help you learn and thrive in this exciting field.https://www.kdnuggets.com/2019/12/best-free-machine-learning-courses-online.html
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The Most In Demand Tech Skills for Data Scientists
By the end of this article you’ll know which technologies are becoming more popular with employers and which are becoming less popular.https://www.kdnuggets.com/2019/12/most-demand-tech-skills-data-scientists.html
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Let’s Build an Intelligent Chatbot
Check out this step by step approach to building an intelligent chatbot in Python.https://www.kdnuggets.com/2019/12/build-intelligent-chatbot.html
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Enabling the Deep Learning Revolution
Deep learning models are revolutionizing the business and technology world with jaw-dropping performances in one application area after another. Read this post on some of the numerous composite technologies which allow deep learning its complex nonlinearity.https://www.kdnuggets.com/2019/12/enabling-deep-learning-revolution.html
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Data Science Curriculum Roadmap">Data Science Curriculum Roadmap
What follows is a set of broad recommendations, and it will inevitably require a lot of adjustments in each implementation. Given that caveat, here are our curriculum recommendations.https://www.kdnuggets.com/2019/12/data-science-curriculum-roadmap.html
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Open Source Projects by Google, Uber and Facebook for Data Science and AI">Open Source Projects by Google, Uber and Facebook for Data Science and AI
Open source is becoming the standard for sharing and improving technology. Some of the largest organizations in the world namely: Google, Facebook and Uber are open sourcing their own technologies that they use in their workflow to the public.https://www.kdnuggets.com/2019/11/open-source-projects-google-uber-facebook-data-science-ai.html
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How to Create a Vocabulary for NLP Tasks in Python
This post will walkthrough a Python implementation of a vocabulary class for storing processed text data and related metadata in a manner useful for subsequently performing NLP tasks.https://www.kdnuggets.com/2019/11/create-vocabulary-nlp-tasks-python.html
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What is Machine Learning on Code?
Not only can MLonCode help companies streamline their codebase and software delivery processes, but it also helps organizations better understand and manage their engineering talents.https://www.kdnuggets.com/2019/11/machine-learning-code-mloncode.html
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Artificial Intelligence: Salaries Heading Skyward
While the average salary for a Software Engineer is around $100,000 to $150,000, to make the big bucks you want to be an AI or Machine Learning (Specialist/Scientist/Engineer.)https://www.kdnuggets.com/2019/10/artificial-intelligence-salaries-heading-skyward.html
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How to Become a (Good) Data Scientist – Beginner Guide">How to Become a (Good) Data Scientist – Beginner Guide
A guide covering the things you should learn to become a data scientist, including the basics of business intelligence, statistics, programming, and machine learning.https://www.kdnuggets.com/2019/10/good-data-scientist-beginner-guide.html
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Lemma, Lemma, Red Pyjama: Or, doing words with AI
If we want a machine learning model to be able to generalize these forms together, we need to map them to a shared representation. But when are two different words the same for our purposes? It depends.https://www.kdnuggets.com/2019/10/lemma-lemma-red-pyjama-words-ai.html
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Introducing IceCAPS: Microsoft’s Framework for Advanced Conversation Modeling
The new open source framework that brings multi-task learning to conversational agents.https://www.kdnuggets.com/2019/09/introducing-icecaps-microsofts-framework-advanced-conversation-modeling.html
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TensorFlow 2.0: Dynamic, Readable, and Highly Extended
With substantial changes coming with TensorFlow 2.0, and the release candidate version now available, learn more in this guide about the major updates and how to get started on the machine learning platform.https://www.kdnuggets.com/2019/08/tensorflow-20.html
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How to count Big Data: Probabilistic data structures and algorithms
Learn how probabilistic data structures and algorithms can be used for cardinality estimation in Big Data streams.https://www.kdnuggets.com/2019/08/count-big-data-probabilistic-data-structures-algorithms.html
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Artificial Intelligence vs. Machine Learning vs. Deep Learning: What is the Difference?
Over the past few years, artificial intelligence continues to be one of the hottest topics. And in order to work effectively with it, you need to understand its constituent parts.https://www.kdnuggets.com/2019/08/artificial-intelligence-vs-machine-learning-vs-deep-learning-difference.html
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Deep Learning for NLP: Creating a Chatbot with Keras!">Deep Learning for NLP: Creating a Chatbot with Keras!
Learn how to use Keras to build a Recurrent Neural Network and create a Chatbot! Who doesn’t like a friendly-robotic personal assistant?https://www.kdnuggets.com/2019/08/deep-learning-nlp-creating-chatbot-keras.html
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Top 10 Best Podcasts on AI, Analytics, Data Science, Machine Learning">Top 10 Best Podcasts on AI, Analytics, Data Science, Machine Learning
Check out our latest Top 10 Most Popular Data Science and Machine Learning podcasts available on iTunes. Stay up to date in the field with these recent episodes and join in with the current data conversations.https://www.kdnuggets.com/2019/07/best-podcasts-ai-analytics-data-science-machine-learning.html
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Top 13 Skills To Become a Rockstar Data Scientist">Top 13 Skills To Become a Rockstar Data Scientist
Education, coding, SQL, big data platforms, storytelling and more. These are the 13 skills you need to master to become a rockstar data scientist.https://www.kdnuggets.com/2019/07/top-13-skills-become-rockstar-data-scientist.html
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Scaling a Massive State-of-the-art Deep Learning Model in Production
A new NLP text writing app based on OpenAI's GPT-2 aims to write with you -- whenever you ask. Find out how the developers setup and deployed their model into production from an engineer working on the team.https://www.kdnuggets.com/2019/07/scaling-massive-deep-learning-model-production.html
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Spark NLP: Getting Started With The World’s Most Widely Used NLP Library In The Enterprise"> Spark NLP: Getting Started With The World’s Most Widely Used NLP Library In The Enterprise
The Spark NLP library has become a popular AI framework that delivers speed and scalability to your projects. Check out what's under the hood and learn about how to getting started leveraging Spark NLP from John Snow Labs.https://www.kdnuggets.com/2019/06/spark-nlp-getting-started-with-worlds-most-widely-used-nlp-library-enterprise.html
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If you’re a developer transitioning into data science, here are your best resources"> If you’re a developer transitioning into data science, here are your best resources
This article will provide a background on the data scientist role and why your background might be a good fit for data science, plus tangible stepwise actions that you, as a developer, can take to ramp up on data science.https://www.kdnuggets.com/2019/06/developer-transitioning-data-science-best-resources.html
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7 Steps to Mastering Intermediate Machine Learning with Python — 2019 Edition"> 7 Steps to Mastering Intermediate Machine Learning with Python — 2019 Edition
This is the second part of this new learning path series for mastering machine learning with Python. Check out these 7 steps to help master intermediate machine learning with Python!https://www.kdnuggets.com/2019/06/7-steps-mastering-intermediate-machine-learning-python.html
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AI in the Family: how to teach machine learning to your kids
AI is all the rage with today’s programmers, but what about the next generation? Machine learning can be introduced to young ones just now learning about code, and you can help spark their interest.https://www.kdnuggets.com/2019/05/ai-machine-learning-kids.html
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Customer Churn Prediction Using Machine Learning: Main Approaches and Models
We reach out to experts from HubSpot and ScienceSoft to discuss how SaaS companies handle the problem of customer churn prediction using Machine Learning.https://www.kdnuggets.com/2019/05/churn-prediction-machine-learning.html
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Best US/Canada Masters in Analytics, Business Analytics, Data Science
In the final part of this series, we provide an updated list of our comprehensive, unbiased survey of graduate programs in Data Science and Analytics from across the US and Canada.https://www.kdnuggets.com/2019/05/best-masters-data-science-analytics-us-canada.html
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How to Automate Tasks on GitHub With Machine Learning for Fun and Profit
Check this tutorial on how to build a GitHub App that predicts and applies issue labels using Tensorflow and public datasets.https://www.kdnuggets.com/2019/05/automate-tasks-github-machine-learning-fun-profit.html
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XGBoost Algorithm: Long May She Reign
In recent years, XGBoost algorithm has gained enormous popularity in academic as well as business world. We outline some of the reasons behind this incredible success.https://www.kdnuggets.com/2019/05/xgboost-algorithm.html
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Another 10 Free Must-See Courses for Machine Learning and Data Science">Another 10 Free Must-See Courses for Machine Learning and Data Science
Check out another follow-up collection of free machine learning and data science courses to give you some spring study ideas.https://www.kdnuggets.com/2019/04/another-10-free-must-see-courses-machine-learning-data-science.html