Search results for "NLP"

1026 documents found out of 7044 total.

• Don’t Miss Out! Enroll in FREE Courses Before 2023 Ends

  Complete the last quarter of the year and improve your skills to get you kickstarted for 2024’s self-development plan with these FREE courses.

  https://www.kdnuggets.com/dont-miss-out-enroll-in-free-courses-before-2023-ends

• How to Get a Job in Data Science as a Student

  Learn how to increase your possibilities of getting your first data science job while you are a student.

  https://www.kdnuggets.com/how-to-get-a-job-in-data-science-as-a-student

• The 5 Best AI Tools For Maximizing Productivity

  KDnuggets reviews a diverse set of 5 AI tools to help maximize your productivity. Have a look and see what our recommendations include.

  https://www.kdnuggets.com/the-5-best-ai-tools-for-maximizing-productivity

• A Comprehensive Guide to Pinecone Vector Databases

  This blog discusses vector databases, specifically pinecone vector databases. A vector database is a type of database that stores data as mathematical vectors, which represent features or attributes. These vectors have multiple dimensions, capturing complex data relationships. This allows for efficient similarity and distance calculations, making it useful for tasks like machine learning, data analysis, and recommendation systems.

  https://www.kdnuggets.com/a-comprehensive-guide-to-pinecone-vector-databases

• Who Will Make Money from the Generative AI Gold Rush?

  Buckle up for the Generative AI gold rush! Will BigTech rule with its picks and shovels? Which startups will strike it rich? Will “copilot for X” be the business strategy to hit pay dirt? How can startups dig moats to keep out other prospectors? And will the US once again have the richest gold seams?

  https://www.kdnuggets.com/2023/08/make-money-generative-ai-gold-rush.html

• 7 Beginner-Friendly Projects to Get You Started with ChatGPT

  And to unleash the power of AI in today’s world.

  https://www.kdnuggets.com/2023/08/7-beginnerfriendly-projects-get-started-chatgpt.html

• 7 Projects Built with Generative AI

  Learn how to build a strong portfolio with personal projects using Generative AI. This will help you to stand out from the crowd!

  https://www.kdnuggets.com/2023/08/7-projects-built-generative-ai.html

• The Best Courses for AI from Universities with YouTube Playlists

  Kickstart a new career or develop your current one with these YouTube playlists by trusted Universities!.

  https://www.kdnuggets.com/2023/08/best-courses-ai-universities-youtube-playlists.html

• LangChain + Streamlit + Llama: Bringing Conversational AI to Your Local Machine

  Integrating Open Source LLMs and LangChain for Free Generative Question Answering (No API Key required).

  https://www.kdnuggets.com/2023/08/langchain-streamlit-llama-bringing-conversational-ai-local-machine.html

• Data Scientists Need to Specialize to Survive the Tech Winter

  In this article, I explore the benefits of specialization for data scientists. Drawing on my own experience as a data scientist, I argue that specializing in a specific area can help you stand out in a crowded job market and provide you with more fulfilling career opportunities.

  https://www.kdnuggets.com/2023/08/data-scientists-need-specialize-survive-tech-winter.html

• Fundamentals Of Statistics For Data Scientists and Analysts

  Key statistical concepts for your data science or data analysis journey.

  https://www.kdnuggets.com/2023/08/fundamentals-statistics-data-scientists-analysts.html

• The Importance of Data Cleaning in Data Science

  This article provides an overview of the importance of data cleaning in data science. It explains what data cleaning is, the benefits of using it, and the commonly used tools.

  https://www.kdnuggets.com/2023/08/importance-data-cleaning-data-science.html

• Pythia: A Suite of 16 LLMs for In-Depth Research

  Pythia is a suite of 16 large language models by Eleuther AI. It helps understand and analyze autoregressive large language models during training and scaling.

  https://www.kdnuggets.com/2023/08/pythia-suite-16-llms-indepth-research.html

• This Week in AI, July 31: AI Titans Pledge Responsible Innovation • The Beluga Invasion

  "This Week in AI" on KDnuggets provides a weekly roundup of the latest happenings in the world of Artificial Intelligence. Covering a wide range of topics from recent headlines, scholarly articles, educational resources, to spotlight research, the post is designed to keep readers up-to-date and informed about the ever-evolving field of AI.

  https://www.kdnuggets.com/2023/07/this-week-ai-2023-07-31.html

• Introducing OpenLLM: Open Source Library for LLMs

  A user-friendly platform for operating large language models (LLMs) in production, with features such as fine-tuning, serving, deployment, and monitoring of any LLMs.

  https://www.kdnuggets.com/2023/07/introducing-openllm-open-source-library-llms.html

• Everything You Need About the LLM University by Cohere

  Want to kickstart a new career with LLMs? Or want to transfer to the next big thing in tech? You can do so now with the LLM University by Cohere.

  https://www.kdnuggets.com/2023/07/everything-need-llm-university-cohere.html

• Free From Google: Generative AI Learning Path

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

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

• The Drag-and-Drop UI for Building LLM Flows: Flowise AI

  Don’t have any coding experience? Don’t worry. Check out this drag-and-drop tool that helps you to build your own customized LLM flows. And guess what, you don’t have to be a tech professional!

  https://www.kdnuggets.com/2023/07/draganddrop-ui-building-llm-flows-flowise-ai.html

• Generative AI with Large Language Models: Hands-On Training

  This 2-hour training covers LLMs, their capabilities, and how to develop and deploy them. It uses hands-on code demos in Hugging Face and PyTorch Lightning.

  https://www.kdnuggets.com/2023/07/generative-ai-large-language-models-handson-training.html

• Ensuring Reliable Few-Shot Prompt Selection for LLMs

  Data-centric techniques for better Few-Shot Prompting when applying LLMs to Noisy Real-World Data.

  https://www.kdnuggets.com/2023/07/ensuring-reliable-fewshot-prompt-selection-llms.html

• The First Half of 2023: Data Science and AI Developments

  6 months of 2023 has gone by like that. Here’s a recap of what the major data science and AI advancements have been in the first half of 2023.

  https://www.kdnuggets.com/2023/07/first-half-2023-data-science-ai-developments.html

• Why is DuckDB Getting Popular?

  DuckDB combines the simplicity and ease of use of SQLite with the analytical performance of specialized columnar databases. Learn more with Python examples.

  https://www.kdnuggets.com/2023/07/duckdb-getting-popular.html

• Exploring the Latest Trends in AI/DL: From Metaverse to Quantum Computing

  The author discusses several emerging trends in Artificial Intelligence and Deep Learning such as Metaverse and Quantum Computing.

  https://www.kdnuggets.com/2023/07/exploring-latest-trends-aidl-metaverse-quantum-computing.html

• Overcoming Imbalanced Data Challenges in Real-World Scenarios

  Techniques to address imbalanced data in the context of classification, while keeping the data distribution in mind.

  https://www.kdnuggets.com/2023/07/overcoming-imbalanced-data-challenges-realworld-scenarios.html

• 5 Free Books on Natural Language Processing to Read in 2023

  Large language models are getting released left right and center, and if you want to understand them better you need to know about NLP. Here are 5 Free books to help you.

  https://www.kdnuggets.com/2023/06/5-free-books-natural-language-processing-read-2023.html

• KDnuggets News, June 28: 10 ChatGPT Plugins for Data Science Cheat Sheet • The ChatGPT Plugin That Automates Data Analysis

  10 ChatGPT Plugins for Data Science Cheat Sheet • Noteable Plugin: The ChatGPT Plugin That Automates Data Analysis • 3 Ways to Access Claude AI for Free • What are Vector Databases and Why Are They Important for LLMs? • A Data Scientist’s Essential Guide to Exploratory Data Analysis

  https://www.kdnuggets.com/2023/n23.html

• More Free Courses on Large Language Models

  Interested in learning about large language models? Get up and running with these free courses from DeepLearning.AI, Google Cloud, Udacity, and more.

  https://www.kdnuggets.com/2023/06/free-courses-large-language-models.html

• A Comprehensive Guide to Convolutional Neural Networks

  Artificial Intelligence has been witnessing monumental growth in bridging the gap between the capabilities of humans and machines. Researchers and enthusiasts alike, work on numerous aspects of the field to make amazing things happen. One of many such areas is the domain of Computer Vision.

  https://www.kdnuggets.com/2023/06/comprehensive-guide-convolutional-neural-networks.html

• AI: Large Language & Visual Models

  This article discusses the significance of large language and visual models in AI, their capabilities, potential synergies, challenges such as data bias, ethical considerations, and their impact on the market, highlighting their potential for advancing the field of artificial intelligence.

  https://www.kdnuggets.com/2023/06/ai-large-language-visual-models.html

• Ten Years of AI in Review

  From image classification to chatbot therapy.

  https://www.kdnuggets.com/2023/06/ten-years-ai-review.html

• A Deep Dive into GPT Models: Evolution & Performance Comparison

  The blog focuses on GPT models, providing an in-depth understanding and analysis. It explains the three main components of GPT models: generative, pre-trained, and transformers.

  https://www.kdnuggets.com/2023/05/deep-dive-gpt-models.html

• What Are Foundation Models and How Do They Work?

  Foundation models represent a significant advancement in AI, enabling versatile and high-performing models that can be applied across various domains, such as NLP, computer vision, and multimodal tasks.

  https://www.kdnuggets.com/2023/05/foundation-models-work.html

• IT Staff Augmentation: How AI Is Changing the Software Development Industry

  It discusses how AI assistants are helping teams become more efficient and how they can also be a benefit to developers.

  https://www.kdnuggets.com/2023/05/staff-augmentation-ai-changing-software-development-industry.html

• Should You Consider a DataOps Career?

  Transitioning your career to DataOps could be just the change you need - not only will it provide the possibility to expand your technical skills, but also a rewarding salary with many job openings.

  https://www.kdnuggets.com/2023/05/consider-dataops-career.html

• What are Large Language Models and How Do They Work?

  Large language models represent a significant advancement in natural language processing and have transformed the way we interact with language-based technology. Learn why they’re important and how they work.

  https://www.kdnuggets.com/2023/05/large-language-models-work.html

• Build a ChatGPT-like Chatbot with These Courses

  Let's dive into some courses that will give you the knowledge you need to build an AI-based chatbot that looks good and functions well.

  https://www.kdnuggets.com/2023/05/build-chatgptlike-chatbot-courses.html

• The Rise of ChatOps/LMOps

  Has there always been a rise in ChatOps and LMOps, or will it happen after the release of ChatGPT and Google Bard?

  https://www.kdnuggets.com/2023/05/rise-chatopslmops.html

• Introducing Healthcare-Specific Large Language Models from John Snow Labs

  John Snow Labs recently released a new LLM called BioGPT-JSL and capabilities tuned specifically to the medical domain. This article summarizes three things you should know about it. 

  https://www.kdnuggets.com/2023/04/john-snow-introducing-healthcare-specific-large-language-models-john-snow-labs.html

• Dealing With Noisy Labels in Text Data

  The article shows effective coding procedures for fixing noisy labels in text data that improve the performance of any NLP model. The impact is proved by the comparison of the ML algorithm on starting and cleaning the dataset.

  https://www.kdnuggets.com/2023/04/dealing-noisy-labels-text-data.html

• KDnuggets News, April 19: AutoGPT: Everything You Need To Know • 10 Websites to Get Amazing Data for Data Science Projects

  AutoGPT: Everything You Need To Know • 10 Websites to Get Amazing Data for Data Science Projects • 6 ChatGPT mind-blowing extensions to use it anywhere • Mastering Generative AI and Prompt Engineering: A Free eBook • Baby AGI: The Birth of a Fully Autonomous AI

  https://www.kdnuggets.com/2023/n14.html

• How to Get Hired as Data Scientist in the GPT-4 Era

  We will be focusing on statistics, core data science concepts, NLP, prompt engineering, data science portfolio, interview preparation, and AIOps.

  https://www.kdnuggets.com/2023/04/get-hired-data-scientist-gpt4-era.html

• A Guide to Top Natural Language Processing Libraries

  Natural Language Processing is one of the hottest areas of research. While NLP tasks may seem a bit complicated at first, they can be made easier by using the right tools. This article covers a list of the top 6 NLP Libraries that can save you time and effort.

  https://www.kdnuggets.com/2023/04/guide-top-natural-language-processing-libraries.html

• Baby AGI: The Birth of a Fully Autonomous AI

  Introducing the new fully autonomous task manager that can create, track and prioritize your company's projects using artificial intelligence.

  https://www.kdnuggets.com/2023/04/baby-agi-birth-fully-autonomous-ai.html

• Chatting with the Future: Predictions for AI in the Next Decade

  What else should we expect from the rest of 2023 and the next decade in the world of Artificial Intelligence? Let's talk it out.

  https://www.kdnuggets.com/2023/04/chatting-future-predictions-ai-next-decade.html

• Best Architecture for Your Text Classification Task: Benchmarking Your Options

  We want to show a real-life example of text classification models based on the most recent algorithms and pre-trained models with their respective benchmarks.

  https://www.kdnuggets.com/2023/04/best-architecture-text-classification-task-benchmarking-options.html

• Baize: An Open-Source Chat Model (But Different?)

  So what's new in the LLM space? Meet Baize, an open-source chat model that leverages the conversational capabilities of ChatGPT. Learn how Baize works, its advantages, limitations, and more.

  https://www.kdnuggets.com/2023/04/baize-opensource-chat-model-different.html

• Top 19 Skills You Need to Know in 2023 to Be a Data Scientist

  Skills like the ability to clean, transform, statistically analyze, visualize, communicate, and predict data.

  https://www.kdnuggets.com/2023/04/top-19-skills-need-know-2023-data-scientist.html

• Introducing the Testing Library for Natural Language Processing

  Deliver reliable, safe and effective NLP models.

  https://www.kdnuggets.com/2023/04/introducing-testing-library-natural-language-processing.html

• 5 Data Management Challenges with Solutions

  This report provides an overview of the challenges that arise in data management and the solutions that can help overcome these challenges.

  https://www.kdnuggets.com/2023/04/5-data-management-challenges-solutions.html

• LangChain 101: Build Your Own GPT-Powered Applications

  LangChain is a Python library that helps you build GPT-powered applications in minutes. Get started with LangChain by building a simple question-answering app.

  https://www.kdnuggets.com/2023/04/langchain-101-build-gptpowered-applications.html

• Announcing PyCaret 3.0: Open-source, Low-code Machine Learning in Python

  Exploring the Latest Enhancements and Features of PyCaret 3.0.

  https://www.kdnuggets.com/2023/03/announcing-pycaret-30-opensource-lowcode-machine-learning-python.html

• How to Use ChatGPT to Improve Your Data Science Skills

  And How to Speed up your research of data science resources without wasting energy.

  https://www.kdnuggets.com/2023/03/chatgpt-improve-data-science-skills.html

• 5 Advance Projects for Data Science Portfolio

  Work on data analytics, time series, natural language processing, machine learning, and ChatGPT projects to improve your chance of getting hired.

  https://www.kdnuggets.com/2023/03/5-advance-projects-data-science-portfolio.html

• A Complete Collection of Data Science Free Courses – Part 2

  The second part covers the list of Machine Learning, Deep Learning, Computer Vision, Natural Language Processing, Data Engineering, and MLOps.

  https://www.kdnuggets.com/2023/03/complete-collection-data-science-free-courses-part-2.html

• 5 Machine Learning Skills Every Machine Learning Engineer Should Know in 2023

  Most essential skills are programming, data preparation, statistical analysis, deep learning, and natural language processing.

  https://www.kdnuggets.com/2023/03/5-machine-learning-skills-every-machine-learning-engineer-know-2023.html

• KDnuggets News, March 22: GPT-4: Everything You Need To Know • OpenChatKit: Open-Source ChatGPT Alternative

  GPT-4: Everything You Need To Know • OpenChatKit: Open-Source ChatGPT Alternative • Introduction to __getitem__: A Magic Method in Python • NoSQL Databases and Their Use Cases • 7 Must-Know Python Tips for Coding Interviews

  https://www.kdnuggets.com/2023/n11.html

• Gaussian Naive Bayes, Explained

  Learn how Gaussian Naive Bayes works and implement it in Python.

  https://www.kdnuggets.com/2023/03/gaussian-naive-bayes-explained.html

• Top Machine Learning Papers to Read in 2023

  These curated papers would step up your machine-learning knowledge.

  https://www.kdnuggets.com/2023/03/top-machine-learning-papers-read-2023.html

• What Are The Downsides of AI Advancement?

  While AI has certainly several positive uses to offer the world, it’s also displaying harm when it comes to academics, cybersecurity, the environment, jobs, and privacy.

  https://www.kdnuggets.com/2023/03/downsides-ai-advancement.html

• First Open Source Implementation of DeepMind’s AlphaTensor

  The first open-source implementation of AlphaTensor has been released and opens the door for new developments to revolutionize the computational performance of deep learning models.

  https://www.kdnuggets.com/2023/03/first-open-source-implementation-deepmind-alphatensor.html

• KDnuggets News, March 8: ChatGPT for Data Science Cheat Sheet • Top Free Data Science Online Courses for 2023

  ChatGPT for Data Science Cheat Sheet • Top Free Data Science Online Courses for 2023 • SQL Query Optimization Techniques • 3 Hard Python Coding Interview Questions For Data Science • A List of 7 Best Data Modeling Tools for 2023

  https://www.kdnuggets.com/2023/n09.html

• Top Free Courses on Large Language Models

  Interested in learning how ChatGPT and other AI chatbots work under the hood? Look no further. Check out these free courses and resources on large language models from Stanford, Princeton, ETH, and more.

  https://www.kdnuggets.com/2023/03/top-free-courses-large-language-models.html

• What is Google AI Bard?

  Google responds to OpenAI’s ChatGPT with their own AI chatbot, Google Bard.

  https://www.kdnuggets.com/2023/03/google-ai-bard.html

• How I Got My First Job as a Data Scientist

  Things I believe contributed to my success.

  https://www.kdnuggets.com/2023/02/got-first-job-data-scientist.html

• 7 AI-Powered Tools to Enhance Productivity for Data Scientists

  Discover how AI-Powered Tools like DataRobot, H20.ai, BigPanda, HuggingFace can enhance your Productivity as a Data Scientist.

  https://www.kdnuggets.com/2023/02/7-aipowered-tools-enhance-productivity-data-scientists.html

• Why Data Scientists Expect Flawed Advice From Google Bard

  First reported by Reuters, Bard returned an inaccurate response, leading to a drop in Alphabet’s (GOOGL) stock price by as much as 9% on the day of the demonstration. For many in the data community, this did not come as a surprise; here’s why.

  https://www.kdnuggets.com/2023/02/data-scientists-expect-flawed-advice-google-bard.html

• 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

• Making Intelligent Document Processing Smarter: Part 1

  This article attempts to measure the effect of various noises present in scanned documents on the performance of various APIs in the OCR segment.

  https://www.kdnuggets.com/2023/02/making-intelligent-document-processing-smarter-part-1.html

• Building a Recommender System for Amazon Products with Python

  I built a recommender system for Amazon’s electronics category.

  https://www.kdnuggets.com/2023/02/building-recommender-system-amazon-products-python.html

• ChatGPT for Beginners

  List of best crash courses for ChatGPT.

  https://www.kdnuggets.com/2023/02/chatgpt-beginners.html

• Python String Matching Without Complex RegEx Syntax

  Learn how to use human-friendly programmable regular expressions for complex Python string matching.

  https://www.kdnuggets.com/2023/02/python-string-matching-without-complex-regex-syntax.html

• An Introduction to Markov Chains

  Markov chains are often used to model systems that exhibit memoryless behavior, where the system's future behavior is not influenced by its past behavior.

  https://www.kdnuggets.com/2023/01/introduction-markov-chains.html

• Hyperparameter Optimization: 10 Top Python Libraries

  Become familiar with some of the most popular Python libraries available for hyperparameter optimization.

  https://www.kdnuggets.com/2023/01/hyperparameter-optimization-10-top-python-libraries.html

• The ChatGPT Cheat Sheet

  Impress your friends and loved ones by perfecting your ChatGPT prompt engineering game with this incredibly useful resource.

  https://www.kdnuggets.com/2023/01/chatgpt-cheat-sheet.html

• 5 Free Data Science Books You Must Read in 2023

  Get your hands on these gems to learn Python, data analytics, machine learning, and deep learning.

  https://www.kdnuggets.com/2023/01/5-free-data-science-books-must-read-2023.html

• Explainable AI: 10 Python Libraries for Demystifying Your Model’s Decisions

  Become familiar with some of the most popular Python libraries available for AI explainability.

  https://www.kdnuggets.com/2023/01/explainable-ai-10-python-libraries-demystifying-decisions.html

• Concepts You Should Know Before Getting Into Transformers

  Learn about Input Embedding, Positional Encoding, Scaled Dot-Product Attention, Residual Connections, Mask, and Softmax function.

  https://www.kdnuggets.com/2023/01/concepts-know-getting-transformer.html

• 3 Things I Wish I Knew When I Started Data Science

  Looking back and realizing how I was wrong about the data science career.

  https://www.kdnuggets.com/2023/01/3-things-wish-knew-started-data-science.html

• 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

• Natural Language Processing with spaCy

  Learn to build NLP projects using spaCy.

  https://www.kdnuggets.com/2023/01/natural-language-processing-spacy.html

• 12 Essential Commands for Streamlit

  Learn about the most commonly used Streamlit commands and build a customized web application.

  https://www.kdnuggets.com/2023/01/12-essential-commands-streamlit.html

• 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

• 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

• What Can AI-Powered RPA and IA Mean For Businesses?

  RPA and IA have stunned the business world by availing impressive, intelligent automation capabilities for scales of businesses across industries, which we'll know in this blog.

  https://www.kdnuggets.com/2022/12/aipowered-rpa-ia-mean-businesses.html

• 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

• How To Collect Data For Customer Sentiment Analysis

  Customer sentiment analysis involves collecting, analyzing, and leveraging data to understand customers' feelings. This article focuses on how to collect data for customer sentiment analysis.

  https://www.kdnuggets.com/2022/12/collect-data-customer-sentiment-analysis.html

• Sentiment Analysis on Encrypted Data with Homomorphic Encryption

  This blog post uses the Concrete-ML library, allowing data scientists to use machine learning models in fully homomorphic encryption (FHE) settings without any prior knowledge of cryptography. We provide a practical tutorial on how to use the library to build a sentiment analysis model on encrypted data.

  https://www.kdnuggets.com/2022/12/zama-sentiment-analysis-encrypted-data-homomorphic-encryption.html

• 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 Documentation

  https://www.kdnuggets.com/2022/n48.html

• How to Anonymise Places in Python

  A ready-to-run code which identifies and anonymises places, based on the GeoNames database.

  https://www.kdnuggets.com/2022/12/anonymise-places-python.html

• We Don’t Need Data Scientists, We Need Data Engineers

  As more people are entering the field of Data Science and more companies are hiring for data-centric roles, what type of jobs are currently in highest demand? There is so much data in the world, and it just keeps flooding in, it now looks like companies are targeting those who can engineer that data more than those who can only model the data.

  https://www.kdnuggets.com/2021/02/dont-need-data-scientists-need-data-engineers.html

• 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

• Memory Complexity with Transformers

  What’s the problem with running a transformer model on a book with 1 million tokens? What can be a solution to this problem?

  https://www.kdnuggets.com/2022/12/memory-complexity-transformers.html

• Data Science Projects That Can Help You Solve Real World Problems

  The best way to learn Data Science is by solving real-world problems with the data and building your own portfolio. In this article, we will discuss three projects that you can work on to build your portfolio and impress interviewers.

  https://www.kdnuggets.com/2022/11/data-science-projects-help-solve-real-world-problems.html

• KDnuggets News, November 30: What is Chebychev’s Theorem and How Does it Apply to Data Science? • Linux for Data Science Cheatsheet

  What is Chebychev's Theorem and How Does it Apply to Data Science? • Linux for Data Science Cheatsheet • The Complete Data Engineering Study Roadmap • 10 Amazing Machine Learning Visualizations You Should Know in 2023 • 7 SQL Concepts Needed for Data Science

  https://www.kdnuggets.com/2022/n46.html

• An Introduction to SMOTE

  Improve the model performance by balancing the dataset using the synthetic minority oversampling technique.

  https://www.kdnuggets.com/2022/11/introduction-smote.html

• 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 Beginners

  https://www.kdnuggets.com/2022/n45.html

• Finally a Book on Attention!

  Finally a book on Attention. Learn how to build your own transformer model with Machine Learning Mastery's new book.

  https://www.kdnuggets.com/2022/11/mlm-finally-book-attention.html

• Approaches to Text Summarization: An Overview

  This article will present the main approaches to text summarization currently employed, as well as discuss some of their characteristics.

  https://www.kdnuggets.com/2019/01/approaches-text-summarization-overview.html

• 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

• 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 Scientist

  https://www.kdnuggets.com/2022/n43.html

• Don’t Become a Commoditized Data Scientist

  Unicorns don't exist. Aim instead to be an endangered species.

  https://www.kdnuggets.com/2022/10/commoditized-data-scientist.html

• Graphs: The natural way to understand data

  Graph Algorithms for Data Science is a hands-on guide to working with graph-based data in applications like machine learning, fraud detection, and business data analysis. Filled with fascinating and fun projects, demonstrating the ins-and-outs of graphs.

  https://www.kdnuggets.com/2022/10/manning-graphs-natural-way-understand-data.html

• KDnuggets News, October 26: A Data Science Portfolio That Will Land You The Job in 2022 • Is OLAP Dead?

  A Data Science Portfolio That Will Land You The Job in 2022 • Is OLAP Dead? • 10 Essential SQL Commands for Data Science • Why TinyML Cases Are Becoming More Popular • Ensemble Learning with Examples

  https://www.kdnuggets.com/2022/n42.html

• TF-IDF Defined

  Check out this breakdown of TF-IDF by defining its constituent parts.

  https://www.kdnuggets.com/2022/10/tfidf-defined.html

• Getting Started with Automated Text Summarization

  This article will walk through an extractive text summarization process, using a simple word frequency approach, implemented in Python.

  https://www.kdnuggets.com/2019/11/getting-started-automated-text-summarization.html

• Explaining Explainable AI for Conversations

  Something is missing in artificial intelligence – trust.

  https://www.kdnuggets.com/2022/10/explaining-explainable-ai-conversations.html

• Data Representation for Natural Language Processing Tasks

  In NLP we must find a way to represent our data (a series of texts) to our systems (e.g. a text classifier). As Yoav Goldberg asks, "How can we encode such categorical data in a way which is amenable for us by a statistical classifier?" Enter the word vector.

  https://www.kdnuggets.com/2018/11/data-representation-natural-language-processing.html

• Top Posts October 3-9: How to Select Rows and Columns in Pandas

  How to Select Rows and Columns in Pandas Using [ ], .loc, iloc, .at and .iat • Top Free Git GUI Clients for Beginners • Decision Tree Algorithm, Explained • 7 Techniques to Handle Imbalanced Data • Free Algorithms in Python Course

  https://www.kdnuggets.com/2022/10/top-posts-week-1003-1009.html

• 3 Simple Ways to Speed Up Your Python Code

  The post explains three popular frameworks, PySpark, Dask, and Ray, and discusses various factors to select the most appropriate one for your project.

  https://www.kdnuggets.com/2022/10/3-simple-ways-speed-python-code.html

• 10 Cheat Sheets You Need To Ace Data Science Interview

  The only cheat you need for a job interview and data professional life. It includes SQL, web scraping, statistics, data wrangling and visualization, business intelligence, machine learning, deep learning, NLP, and super cheat sheets.

  https://www.kdnuggets.com/2022/10/10-cheat-sheets-need-ace-data-science-interview.html

• Master Transformers with This Free Stanford Course!

  If you want a deep dive on transformers, this Stanford course has made its courseware freely available, including lecture videos, readings, assignments, and more.

  https://www.kdnuggets.com/2022/09/master-transformers-free-stanford-course.html

• Dimensionality Reduction Techniques in Data Science

  Dimensionality reduction techniques are basically a part of the data pre-processing step, performed before training the model.

  https://www.kdnuggets.com/2022/09/dimensionality-reduction-techniques-data-science.html

• Data-centric AI and Tabular Data

  DALL-E, LaMDA, and GPT-3 all had celebrity moments recently. So, where’s the glamorous, high-performance model that’s mastered tabular data?

  https://www.kdnuggets.com/2022/09/datacentric-ai-tabular-data.html

• Top Open Source Large Language Models

  In this article, we will discuss the importance of large language models and suggest some of the top open source models and the NLP tasks they can be used for.

  https://www.kdnuggets.com/2022/09/john-snow-top-open-source-large-language-models.html

• 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 & Answers

  https://www.kdnuggets.com/2022/n36.html

• Convert Text Documents to a TF-IDF Matrix with tfidfvectorizer

  Convert text documents to vectors using TF-IDF vectorizer for topic extraction, clustering, and classification.

  https://www.kdnuggets.com/2022/09/convert-text-documents-tfidf-matrix-tfidfvectorizer.html

• 7 Tips for Python Beginners

  Learn useful tips to start your career as a Python developer.

  https://www.kdnuggets.com/2022/09/7-tips-python-beginners.html

• The Benefits of Natural Language AI for Content Creators

  In this article, we will discuss the benefits of natural language AI for content creators, highlighting the key reasons why you should consider using it to improve your content output.

  https://www.kdnuggets.com/2022/08/benefits-natural-language-ai-content-creators.html

• Support Vector Machines: An Intuitive Approach

  This post focuses on building an intuition of the Support Vector Machine algorithm in a classification context and an in-depth understanding of how that graphical intuition can be mathematically represented in the form of a loss function. We will also discuss kernel tricks and a more useful variant of SVM with a soft margin.

  https://www.kdnuggets.com/2022/08/support-vector-machines-intuitive-approach.html

• 5 Tricky SQL Queries Solved

  Explaining the approach to solving a few complex SQL queries.

  https://www.kdnuggets.com/2020/11/5-tricky-sql-queries-solved.html

• The Complete Collection of Data Science Projects – Part 2

  The second part covers the list of Machine Learning, Deep Learning, Computer Vision, Natural Language Processing, Data Engineering, and MLOps.

  https://www.kdnuggets.com/2022/08/complete-collection-data-science-projects-part-2.html

• How to land an ML job: Advice from engineers at Meta, Google Brain, and SAP

  Check out this video, summary and transcript of a discussion between co:rise co-founder Jake Samuelson and three outstanding ML engineers — Kaushik Rangadurai, Shalvi Mahajan, and Frank Chen — to hear their advice on landing a job in machine learning.

  https://www.kdnuggets.com/2022/08/corise-land-ml-job-advice-engineers-meta-google-brain-sap.html

• 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

• 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

• 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

• A community developing a Hugging Face for customer data modeling

  A year ago, Objectiv started a community of 50 companies to develop a Hugging Face like open-source project for customer data modeling. They key objective: enable building data models on one team/company’s dataset, and then run them seamlessly on another.

  https://www.kdnuggets.com/2022/08/objectiv-community-developing-hugging-face-customer-data-modeling.html

• Trust in AI is Priceless

  Many machine learning models fail to deliver. Sadly, it’s often due to a lack of focus on data quality.

  https://www.kdnuggets.com/2022/08/trust-ai-priceless.html

• Best Practices for Creating Domain-Specific AI Models

  Here are some best practices and techniques for domain-specific model adaptation that worked for us time and again.

  https://www.kdnuggets.com/2022/07/best-practices-creating-domainspecific-ai-models.html

• 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

• 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