Search results for Generative AI

Found 479 documents, 5992 searched:

• Data access is severely lacking in most companies, and 71% believe synthetic data can help

  MOSTLY AI has conducted the first-ever synthetic data survey in the data science AI/ML community. Check out the results here.

  https://www.kdnuggets.com/2023/07/mostly-data-access-severely-lacking-synthetic-data-help.html

• 5 Free Courses on ChatGPT

  Want to keep up with the hype around ChatGPT? Want to be ahead of the game? Continue reading this blog to learn about 5 FREE courses on ChatGPT.

  https://www.kdnuggets.com/2023/07/5-free-courses-chatgpt.html

• Will ChatGPT Replace Data Scientists?

  Every job is at risk. Here’s how you can AI-proof your career.

  https://www.kdnuggets.com/2023/06/chatgpt-replace-data-scientists.html

• Generate Music From Text Using Google MusicLM

  Introducing Google's latest AI Music model breakthrough.

  https://www.kdnuggets.com/2023/06/generate-music-text-google-musiclm.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

• Noteable Plugin: The ChatGPT Plugin That Automates Data Analysis

  Fast forward your EDA process using this ChatGPT plugin.

  https://www.kdnuggets.com/2023/06/noteable-plugin-chatgpt-plugin-automates-data-analysis.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

• The Effects of ChatGPT in Schools and Why It’s Getting Banned

  Many schools are banning ChatGPT for plagiarism, accuracy and privacy concerns. However, the chatbot could help students and teachers with the right application.

  https://www.kdnuggets.com/2023/06/effects-chatgpt-schools-getting-banned.html

• RedPajama Project: An Open-Source Initiative to Democratizing LLMs

  Leading project to Empower the Community through Accessible Large Language Models.

  https://www.kdnuggets.com/2023/06/redpajama-project-opensource-initiative-democratizing-llms.html

• LLM Apocalypse Now: Revenge of the Open Source Clones

  This is a story about how open-source projects are taking on the LLM industry.

  https://www.kdnuggets.com/2023/05/llm-apocalypse-revenge-open-source-clones.html

• Top Posts May 8-14: Mojo Lang: The New Programming Language

  Mojo Lang: The New Programming Language • Stop Doing this on ChatGPT and Get Ahead of the 99% of its Users • 3 Ways to Access GPT-4 for Free • 8 Open-Source Alternative to ChatGPT and Bard • Exploratory Data Analysis Techniques for Unstructured Data

  https://www.kdnuggets.com/2023/05/top-posts-week-0508-0514.html

• Top Posts May 1-7: Machine Learning with ChatGPT Cheat Sheet

  Machine Learning with ChatGPT Cheat Sheet • HuggingChat Python API: Your No-Cost Alternative • AutoGPT: Everything You Need To Know • 8 Open-Source Alternative to ChatGPT and Bard • LangChain 101: Build Your Own GPT-Powered Applications

  https://www.kdnuggets.com/2023/05/top-posts-week-0501-0507.html

• ChatGPT as a Personalized Tutor for Learning Data Science Concepts

  Utilize the power of ChatGPT for data science self-learning.

  https://www.kdnuggets.com/2023/05/chatgpt-personalized-tutor-learning-data-science-concepts.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

• KDnuggets News, April 26: The Four Effective Approaches to Analyzing Data • Data Scientist Job Salaries Analysis

  Data Analytics: The Four Approaches to Analyzing Data and How To Use Them Effectively • Data Scientist Job Salaries Analysis • Dolly 2.0: ChatGPT Open Source Alternative for Commercial Use • How to Get Hired as Data Scientist in the GPT-4 Era • Explore LLMs Easily on Your Laptop with openplayground

  https://www.kdnuggets.com/2023/n15.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

• Beyond Accuracy: Evaluating & Improving a Model with the NLP Test Library

  John Snow Labs has learned a lot about testing and delivering Responsible NLP models: not only in terms of policies and goals, but by building day-to-day tools for data scientists. The nlptest library aims to share these tools with the open-source community.

  https://www.kdnuggets.com/2023/04/john-snow-beyond-accuracy-nlp-test-library.html

• Text Summarization Development: A Python Tutorial with GPT-3.5

  Utilizing the power of GPT-3.5 to develop a simple summarize generator application.

  https://www.kdnuggets.com/2023/04/text-summarization-development-python-tutorial-gpt35.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

• 5 SQL Visualization Tools for Data Engineers

  This article will discuss SQL visualization, its role in augmenting the modern-day data engineer, and five categories of SQL visualization tools.

  https://www.kdnuggets.com/2023/02/5-sql-visualization-tools-data-engineers.html

• A Community for Synthetic Data is Here and This is Why We Need It

  The first open-source platform for synthetic data is here to help educate the broader machine learning and computer vision communities on the emerging technology.

  https://www.kdnuggets.com/2022/04/community-synthetic-data-need.html

• 10 Must-read Machine Learning Articles (March 2020)">10 Must-read Machine Learning Articles (March 2020)

  This list will feature some of the recent work and discoveries happening in machine learning, as well as guides and resources for both beginner and intermediate data scientists.

  https://www.kdnuggets.com/2020/04/10-must-read-machine-learning-articles-march-2020.html

• On the sensationalism of artificial intelligence news

  With artificial intelligence and machine learning now a mainstay of our daily awareness, news organizations have been seen to overstate the reality behind progress in the field. Learn more about recent examples of media hyperbole and explore why this may be happening.

  https://www.kdnuggets.com/2019/11/sensationalism-artificial-intelligence-news.html

• How to Use GPT for Generating Creative Content with Hugging Face Transformers

  Read this concise tutorial to find out how to use GPT to generate creative content with Hugging Face Transformers. No nonsense, just that facts.

  https://www.kdnuggets.com/how-to-use-gpt-for-generating-creative-content-with-hugging-face-transformers

• Retrieval Augmented Generation: Where Information Retrieval Meets Text Generation

  This article introduces retrieval augmented generation, which combines text generation with informaton retrieval in order to improve language model output.

  https://www.kdnuggets.com/retrieval-augmented-generation-where-information-retrieval-meets-text-generation

• Semantic Search with Vector Databases

  Leverage the latest technology to improve our search engine capabilities.

  https://www.kdnuggets.com/semantic-search-with-vector-databases

• 7 Steps to Mastering Large Language Model Fine-tuning

  From theory to practice, learn how to enhance your NLP projects with these 7 simple steps.

  https://www.kdnuggets.com/7-steps-to-mastering-large-language-model-fine-tuning

• 5 Ways To Use LLMs On Your Laptop

  Run large language models on your local PC for customized AI capabilities with more control, privacy, and personalization.

  https://www.kdnuggets.com/5-ways-to-use-llms-on-your-laptop

• Best Free Resources to Learn Data Analysis and Data Science

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

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

• Free Data Science Interview Book to Land Your Dream Job

  Are you preparing for your dream data science job but feeling overwhelmed by the vast amount of online resources? Look no further than this free and easily accessible web-based book to help you brush up on your skills and feel confident for your upcoming interview.

  https://www.kdnuggets.com/free-data-science-interview-book-to-land-your-dream-job

• Maximizing Efficiency in Data Analysis with ChatGPT

  This article has provided a brief overview of ChatGPT and its capabilities. It also discussed the importance of efficient data analysis and the benefits of integrating it into the analysis process.

  https://www.kdnuggets.com/maximizing-efficiency-in-data-analysis-with-chatgpt

• How to Access and Use Gemini API for Free

  Learn how to integrate advanced AI multimodal models into your project using a simple Python API.

  https://www.kdnuggets.com/how-to-access-and-use-gemini-api-for-free

• 3 Ways to Generate Hyper-Realistic Faces Using Stable Diffusion

  You learned how to generate images using the base model, how to upgrade to the Stable Diffusion XL model to improve image quality, and how to use a custom model to generate high quality portraits.

  https://www.kdnuggets.com/3-ways-to-generate-hyper-realistic-faces-using-stable-diffusion

• Free MIT Course: TinyML and Efficient Deep Learning Computing

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

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

• Optimizing Data Analytics: Integrating GitHub Copilot in Databricks

  Integrating AI-powered pair programming tools for data analytics in Databricks optimizes and streamlines the development process, freeing up developer time for innovation.

  https://www.kdnuggets.com/optimizing-data-analytics-integrating-github-copilot-in-databricks

• A Better Way To Evaluate LLMs

  This article introduces a new approach to evaluation LLMs, which leverages human insight to compare LLM responses to real-world user prompts categorized by NLP tasks, offering a promising solution for advancing LLM evaluation standards.

  https://www.kdnuggets.com/a-better-way-to-evaluate-llms

• KDnuggets News, November 15: 10 Essential Pandas Functions • 5 Free Courses to Master Data Science

  This week on KDnuggets: Check out ten Pandas functions that are important as well as handy for every data scientist • Start upskilling today with these free courses to learn programming, data analysis, and machine learning • And much, much more!

  https://www.kdnuggets.com/newsletter-n41-2023-11-15

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

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

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

• An Honest Comparison of Open Source Vector Databases

  We will explore their use cases, key features, performance metrics, supported programming languages, and more to provide a comprehensive and unbiased overview of each database.

  https://www.kdnuggets.com/an-honest-comparison-of-open-source-vector-databases

• A Brief History of the Neural Networks

  From the biological neuron to LLMs: How AI became smart.

  https://www.kdnuggets.com/a-brief-history-of-the-neural-networks

• Top Companies in India to Consider for Employment

  If you’re looking for a job, want to shift careers, or start a new chapter and currently reside in India. Check out these top 7 companies to consider for employment in India for 2023/24.

  https://www.kdnuggets.com/top-companies-in-india-to-consider-for-employment

• ChatGPT vs. BARD

  Large language models (LLMs) are transforming the way we process and produce information. But, before considering either one of these models as a one-stop-solution, one must consider their key differences.

  https://www.kdnuggets.com/chatgpt-vs-bard

• 5 Free Books to Master Data Science

  Want to break into data science? Check this list of free books for learning Python, statistics, linear algebra, machine learning and deep learning.

  https://www.kdnuggets.com/5-free-books-to-master-data-science

• The Quest for Model Confidence: Can You Trust a Black Box?

  This article explores strategies for evaluating the reliability of labels generated by Large Language Models (LLMs). It discusses the effectiveness of different approaches and offers practical insights for various applications.

  https://www.kdnuggets.com/the-quest-for-model-confidence-can-you-trust-a-black-box

• ReAct, Reasoning and Acting augments LLMs with Tools!

  Blending reasoning with action, AI takes a bold new step toward replicating human intelligence.

  https://www.kdnuggets.com/react-reasoning-and-acting-augments-llms-with-tools

• 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

• 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

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

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

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

• From Unstructured to Structured Data with LLMs

  Learn how to use large language models to extract insights from documents for analytics and ML at scale. Join this webinar and live tutorial to learn how to get started.

  https://www.kdnuggets.com/2023/06/predibase-unstructured-structured-data-llms.html

• Your Ultimate Guide to Chat GPT and Other Abbreviations

  Everyone seems to have gone crazy about ChatGPT, which has become a cultural phenomenon. If you’re not on the ChatGPT train yet, this article might help you better understand the context and excitement around this innovation.

  https://www.kdnuggets.com/2023/06/ultimate-guide-chat-gpt-abbreviations.html

• Falcon LLM: The New King of Open-Source LLMs

  Falcon LLM, is the new large language model that has taken the crown from LLaMA.

  https://www.kdnuggets.com/2023/06/falcon-llm-new-king-llms.html

• The Role of Open Source Tools in Accelerating Data Science Progress

  Open source tools have had a pivotal role in the evolution of data science, from providing the foundation for analysis, to fueling the innovation that shapes today's landscape. The open source impact on data science is demonstrated best by looking at the relationship's past, present, and future.

  https://www.kdnuggets.com/2023/05/role-open-source-tools-accelerating-data-science-progress.html

• Top 10 Tools for Detecting ChatGPT, GPT-4, Bard, and Claude

  Top free tools for detecting thesis, research papers, assignments, documentation, and blogs generated by AI models.

  https://www.kdnuggets.com/2023/05/top-10-tools-detecting-chatgpt-gpt4-bard-llms.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 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

• Clustering with scikit-learn: A Tutorial on Unsupervised Learning

  Clustering in machine learning with Python: algorithms, evaluation metrics, real-life applications, and more.

  https://www.kdnuggets.com/2023/05/clustering-scikitlearn-tutorial-unsupervised-learning.html

• ChatGLM-6B: A Lightweight, Open-Source ChatGPT Alternative

  Want to run and fine-tune LLMs on your machine? Learn more about ChatGLM-6B, a lightweight and open-source LLM that you can run locally.

  https://www.kdnuggets.com/2023/04/chatglm6b-lightweight-opensource-chatgpt-alternative.html

• Dolly 2.0: ChatGPT Open Source Alternative for Commercial Use

  Dolly 2.0 was trained on a human-generated dataset of prompts and responses. The training methodology is similar to InstructGPT but with a claimed higher accuracy and lower training costs of less than $30.

  https://www.kdnuggets.com/2023/04/dolly-20-chatgpt-open-source-alternative-commercial.html

• How ChatGPT Works: The Model Behind The Bot

  A brief introduction to the intuition and methodology behind the chatbot you can’t stop hearing about.

  https://www.kdnuggets.com/2023/04/chatgpt-works-model-behind-bot.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

• 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

• State of Synthetic Data Survey: What Do You Know About Synthetic Data?

  We’ve partnered with MOSTLY AI, a synthetic data platform to conduct the largest ever State of Synthetic Data Survey.

  https://www.kdnuggets.com/2023/03/synthetic-data-survey-know-about.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

• GPT-4: Everything You Need To Know

  A new model by OpenAI with improved natural language generation and understanding capabilities.

  https://www.kdnuggets.com/2023/03/gpt4-everything-need-know.html

• 5 Free Tools For Detecting ChatGPT, GPT3, and GPT2

  Top free tools to check research papers, thesis, assignments, documentation, and draft for AI content detection.

  https://www.kdnuggets.com/2023/02/5-free-tools-detecting-chatgpt-gpt3-gpt2.html

• ChatGPT for Beginners

  List of best crash courses for ChatGPT.

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

• 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

• ChatGPT: Everything You Need to Know

  All you need to know about ChatGPT: what it can do, how it works, and its limitations.

  https://www.kdnuggets.com/2023/01/chatgpt-everything-need-know.html

• Python Matplotlib Cheat Sheets

  Matplotlib is the most famous and commonly used plotting library in Python. It allows you to create clear and interactive visualizations that make your data easier to understand and your results more concrete.

  https://www.kdnuggets.com/2023/01/python-matplotlib-cheat-sheets.html

• The ABCs of NLP, From A to Z

  There is no shortage of tools today that can help you through the steps of natural language processing, but if you want to get a handle on the basics this is a good place to start. Read about the ABCs of NLP, all the way from A to Z.

  https://www.kdnuggets.com/2022/10/abcs-nlp-a-to-z.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

• 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

• 7 Things You Didn’t Know You Could do with a Low Code Tool

  Surprisingly easy solutions for complex data problems.

  https://www.kdnuggets.com/2022/09/7-things-didnt-know-could-low-code-tool.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

• High-Fidelity Synthetic Data for Data Engineers and Data Scientists Alike

  Take advantage of your existing data whether it be for testing, training ML models, or unlocking data analysis. Answer nuanced scientific questions, enable better testing, and support business decisions with the synthetic data that looks, feels, and behaves like your production data - because it’s made from your production data.

  https://www.kdnuggets.com/2022/tonic-high-fidelity-synthetic-data-engineers-scientists-alike.html

• Generate Synthetic Time-series Data with Open-source Tools

  An introduction to the generative adversarial network model DoppelGANger, and how you can use a new open-source PyTorch implementation of it to create high-quality synthetic time-series data.

  https://www.kdnuggets.com/2022/06/generate-synthetic-timeseries-data-opensource-tools.html

• 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

• 3 Ways Understanding Bayes Theorem Will Improve Your Data Science

  Mastery of this intuitive statistical concept will advance your credibility as a decision-maker.

  https://www.kdnuggets.com/2022/06/3-ways-understanding-bayes-theorem-improve-data-science.html

• 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

• HuggingFace Has Launched a Free Deep Reinforcement Learning Course

  Hugging Face has released a free course on Deep RL. It is self-paced and shares a lot of pointers on theory, tutorials, and hands-on guides.

  https://www.kdnuggets.com/2022/05/huggingface-launched-free-deep-reinforcement-learning-course.html

• Top 10 Machine Learning Demos: Hugging Face Spaces Edition

  Hugging Face Spaces allows you to have an interactive experience with the machine learning models, and we will be discovering the best application to get some inspiration.

  https://www.kdnuggets.com/2022/05/top-10-machine-learning-demos-hugging-face-spaces-edition.html

• The Complete Collection Of Data Repositories – Part 1

  Check out the collection of the best data repositories on agriculture, audio, biology, climate, computer vision, economics, education, energy, finance, and government.

  https://www.kdnuggets.com/2022/04/complete-collection-data-repositories-part-1.html

• How to Generate Synthetic Tabular Dataset

  Check out this article on using CTGANs to create synthetic datasets for reducing privacy risks, training and testing machine learning models, and developing data-centric AI products.

  https://www.kdnuggets.com/2022/03/generate-tabular-synthetic-dataset.html

• 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

• The Complete Collection of Data Science Cheat Sheets – Part 2

  A collection of cheat sheets that will help you prepare for a technical interview on Data Structures & Algorithms, Machine learning, Deep Learning, Natural Language Processing, Data Engineering, Web Frameworks.

  https://www.kdnuggets.com/2022/02/complete-collection-data-science-cheat-sheets-part-2.html

• 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

• 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

• Data Labeling for Machine Learning: Market Overview, Approaches, and Tools

  So much of data science and machine learning is founded on having clean and well-understood data sources that it is unsurprising that the data labeling market is growing faster than ever. Here, we highlight many of the top players in this industry and the techniques they use to help you consider which might make a good partner for your needs.

  https://www.kdnuggets.com/2021/12/data-labeling-ml-overview-and-tools.html

• Deep Neural Networks Don’t Lead Us Towards AGI

  Machine learning techniques continue to evolve with increased efficiency for recognition problems. But, they still lack the critical element of intelligence, so we remain a long way from attaining AGI.

  https://www.kdnuggets.com/2021/12/deep-neural-networks-not-toward-agi.html

• Where NLP is heading">Where NLP is heading

  Natural language processing research and applications are moving forward rapidly. Several trends have emerged on this progress, and point to a future of more exciting possibilities and interesting opportunities in the field.

  https://www.kdnuggets.com/2021/11/where-nlp-is-heading.html

• 7 of The Coolest Machine Learning Topics of 2021 at ODSC West

  At our upcoming event this November 16th-18th in San Francisco, ODSC West 2021 will feature a plethora of talks, workshops, and training sessions on machine learning topics, deep learning, NLP, MLOps, and so on. You can register now for 20% off all ticket types, or register for a free AI Expo Pass to see what some big names in AI are doing now.

  https://www.kdnuggets.com/2021/11/odsc-7-coolest-machine-learning-topics.html

• Introduction to AutoEncoder and Variational AutoEncoder (VAE)">Introduction to AutoEncoder and Variational AutoEncoder (VAE)

  Autoencoders and their variants are interesting and powerful artificial neural networks used in unsupervised learning scenarios. Learn how autoencoders perform in their different approaches and how to implement with Keras on the instructional data set of the MNIST digits.

  https://www.kdnuggets.com/2021/10/introduction-autoencoder-variational-autoencoder-vae.html

• Find the Best-Matching Distribution for Your Data Effortlessly

  How to find the best-matching statistical distributions for your data points — in an automated and easy way. And, then how to extend the utility further.

  https://www.kdnuggets.com/2021/10/best-matching-distribution-data-effortlessly.html

• 6 Cool Python Libraries That I Came Across Recently

  Check out these awesome Python libraries for Machine Learning.

  https://www.kdnuggets.com/2021/09/6-cool-python-libraries-recently.html

• Data Science Cheat Sheet 2.0">Data Science Cheat Sheet 2.0

  Check out this helpful, 5-page data science cheat sheet to assist with your exam reviews, interview prep, and anything in-between.

  https://www.kdnuggets.com/2021/09/data-science-cheat-sheet.html

• The Brutal Truth About Data Science

  Many organizations approach data science as though it was a marketing tool — relabeling things that they already do as ‘data science’ as it involves the use of data. That is not real data science, and it completely misses the point of engaging in data science.

  https://www.kdnuggets.com/2021/07/brutal-truth-data-science.html

• Machine Learning Skills – Update Yours This Summer

  The process of mastering new knowledge often requires multiple passes to ensure the information is deeply understood. If you already began your journey into machine learning and data science, then you are likely ready for a refresher on topics you previously covered. This eight-week self-learning path will help you recapture the foundations and prepare you for future success in applying these skills.

  https://www.kdnuggets.com/2021/07/update-your-machine-learning-skills.html

• A checklist to track your Data Science progress">A checklist to track your Data Science progress

  Whether you are just starting out in data science or already a gainfully-employed professional, always learning more to advance through state-of-the-art techniques is part of the adventure. But, it can be challenging to track of your progress and keep an eye on what's next. Follow this checklist to help you scale your expertise from entry-level to advanced.

  https://www.kdnuggets.com/2021/05/checklist-data-science-progress.html

• 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

• What is Adversarial Neural Cryptography?

  The novel approach combines GANs and cryptography in a single, powerful security method.

  https://www.kdnuggets.com/2021/04/adversarial-neural-cryptography.html

• Free From Stanford: Machine Learning with Graphs

  Check out the freely-available Stanford course Machine Learning with Graphs, taught by Jure Leskovec, and see how a world renowned researcher teaches their topic of expertise. Accessible materials include slides, videos, and more.

  https://www.kdnuggets.com/2021/04/free-stanford-machine-learning-graphs.html

• Overview of MLOps

  Building a machine learning model is great, but to provide real business value, it must be made useful and maintained to remain useful over time. Machine Learning Operations (MLOps), overviewed here, is a rapidly growing space that encompasses everything required to deploy a machine learning model into production, and is a crucial aspect to delivering this sought after value.

  https://www.kdnuggets.com/2021/03/overview-mlops.html

• 10 Amazing Machine Learning Projects of 2020">10 Amazing Machine Learning Projects of 2020

  So much progress in AI and machine learning happened in 2020, especially in the areas of AI-generating creativity and low-to-no-code frameworks. Check out these trending and popular machine learning projects released last year, and let them inspire your work throughout 2021.

  https://www.kdnuggets.com/2021/03/10-amazing-machine-learning-projects-2020.html

• An overview of synthetic data types and generation methods

  Synthetic data can be used to test new products and services, validate models, or test performances because it mimics the statistical property of production data. Today you'll find different types of structured and unstructured synthetic data.

  https://www.kdnuggets.com/2021/02/overview-synthetic-data-types-generation-methods.html

• Adversarial generation of extreme samples

  In order to mitigate risks when modelling extreme events, it is vital to be able to generate a wide range of extreme, and realistic, scenarios. Researchers from the National University of Singapore and IIT Bombay have developed an approach to do just that.

  https://www.kdnuggets.com/2021/02/adversarial-generation-extreme-samples.html

• Machine learning adversarial attacks are a ticking time bomb

  Software developers and cyber security experts have long fought the good fight against vulnerabilities in code to defend against hackers. A new, subtle approach to maliciously targeting machine learning models has been a recent hot topic in research, but its statistical nature makes it difficult to find and patch these so-called adversarial attacks. Such threats in the real-world are becoming imminent as the adoption of machine learning spreads, and a systematic defense must be implemented.

  https://www.kdnuggets.com/2021/01/machine-learning-adversarial-attacks.html

• Mastering TensorFlow Variables in 5 Easy Steps

  Learn how to use TensorFlow Variables, their differences from plain Tensor objects, and when they are preferred over these Tensor objects | Deep Learning with TensorFlow 2.x.

  https://www.kdnuggets.com/2021/01/mastering-tensorflow-variables-5-easy-steps.html

• Graph Representation Learning: The Free eBook

  This free eBook can show you what you need to know to leverage graph representation in data science, machine learning, and neural network models.

  https://www.kdnuggets.com/2021/01/graph-representation-learning-book-free-ebook.html

• Top 10 Computer Vision Papers 2020">Top 10 Computer Vision Papers 2020

  The top 10 computer vision papers in 2020 with video demos, articles, code, and paper reference.

  https://www.kdnuggets.com/2021/01/top-10-computer-vision-papers-2020.html

• Mastering TensorFlow Tensors in 5 Easy Steps

  Discover how the building blocks of TensorFlow works at the lower level and learn how to make the most of Tensor objects.

  https://www.kdnuggets.com/2020/11/mastering-tensorflow-tensors-5-easy-steps.html

• 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

• Deep Learning for Virtual Try On Clothes – Challenges and Opportunities

  Learn about the experiments by MobiDev for transferring 2D clothing items onto the image of a person. As part of their efforts to bring AR and AI technologies into virtual fitting room development, they review the deep learning algorithms and architecture under development and the current state of results.

  https://www.kdnuggets.com/2020/10/deep-learning-virtual-try-clothes.html

• 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

• Understanding Transformers, the Data Science Way

  Read this accessible and conversational article about understanding transformers, the data science way — by asking a lot of questions that is.

  https://www.kdnuggets.com/2020/10/understanding-transformers-data-science-way.html

• KDnuggets™ News 20:n36, Sep 23: New Poll: What Python IDE / Editor you used the most in 2020?; Automating Every Aspect of Your Python Project

  New Poll: What Python IDE / Editor you used the most in 2020?; Automating Every Aspect of Your Python Project; Autograd: The Best Machine Learning Library You're Not Using?; Implementing a Deep Learning Library from Scratch in Python; Online Certificates/Courses in AI, Data Science, Machine Learning; Can Neural Networks Show Imagination?

  https://www.kdnuggets.com/2020/n36.html

• Machine Learning from Scratch: Free Online Textbook">Machine Learning from Scratch: Free Online Textbook

  If you are looking for a machine learning starter that gets right to the core of the concepts and the implementation, then this new free textbook will help you dive in to ML engineering with ease. By focusing on the basics of the underlying algorithms, you will be quickly up and running with code you construct yourself.

  https://www.kdnuggets.com/2020/09/machine-learning-from-scratch-free-online-textbook.html

• Deep Learning’s Most Important Ideas">Deep Learning’s Most Important Ideas

  In the field of deep learning, there continues to be a deluge of research and new papers published daily. Many well-adopted ideas that have stood the test of time provide the foundation for much of this new work. To better understand modern deep learning, these techniques cover the basic necessary knowledge, especially as a starting point if you are new to the field.

  https://www.kdnuggets.com/2020/09/deep-learnings-most-important-ideas.html

• A Deep Learning Dream: Accuracy and Interpretability in a Single Model

  IBM Research believes that you can improve the accuracy of interpretable models with knowledge learned in pre-trained models.

  https://www.kdnuggets.com/2020/09/deep-learning-dream-accuracy-interpretability-single-model.html

• Exploring GPT-3: A New Breakthrough in Language Generation

  GPT-3 is the largest natural language processing (NLP) transformer released to date, eclipsing the previous record, Microsoft Research’s Turing-NLG at 17B parameters, by about 10 times. This has resulted in an explosion of demos: some good, some bad, all interesting.

  https://www.kdnuggets.com/2020/08/exploring-gpt-3-breakthrough-language-generation.html

• 5 Fantastic Natural Language Processing Books

  This curated collection of 5 natural language processing books attempts to cover a number of different aspects of the field, balancing the practical and the theoretical. Check out these 5 fantastic selections now in order to improve your NLP skills.

  https://www.kdnuggets.com/2020/07/5-fantastic-nlp-books.html

• Labelling Data Using Snorkel

  In this tutorial, we walk through the process of using Snorkel to generate labels for an unlabelled dataset. We will provide you examples of basic Snorkel components by guiding you through a real clinical application of Snorkel.

  https://www.kdnuggets.com/2020/07/labelling-data-using-snorkel.html

• 5th International Summer School 2020 on Resource-aware Machine Learning (REAML)

  The Resource-aware Machine Learning summer school provides lectures on the latest research in machine learning, with the twist on resource consumption and how these can be reduced. This year it will be held online between 31st of August and 4th of September, and is free of charge. Register now.

  https://www.kdnuggets.com/2020/07/tu-dortmund-summer-school-2020-reaml.html

• The Unreasonable Progress of Deep Neural Networks in Natural Language Processing (NLP)

  Natural language processing has made incredible advances through advanced techniques in deep learning. Learn about these powerful models, and find how close (or far away) these approaches are to human-level understanding.

  https://www.kdnuggets.com/2020/06/unreasonable-progress-deep-neural-networks-nlp.html

• Uber’s Ludwig is an Open Source Framework for Low-Code Machine Learning">Uber’s Ludwig is an Open Source Framework for Low-Code Machine Learning

  The new framework allow developers with minimum experience to create and train machine learning models.

  https://www.kdnuggets.com/2020/06/uber-ludwig-open-source-framework-machine-learning.html

• Understanding Machine Learning: The Free eBook">Understanding Machine Learning: The Free eBook

  Time to get back to basics. This week we have a look at a book on foundational machine learning concepts, Understanding Machine Learning: From Theory to Algorithms.

  https://www.kdnuggets.com/2020/06/understanding-machine-learning-free-ebook.html

• The Architecture Used at LinkedIn to Improve Feature Management in Machine Learning Models

  The new typed feature schema streamlined the reusability of features across thousands of machine learning models.

  https://www.kdnuggets.com/2020/05/architecture-linkedin-feature-management-machine-learning-models.html

• Deep Learning: The Free eBook">Deep Learning: The Free eBook

  "Deep Learning" is the quintessential book for understanding deep learning theory, and you can still read it freely online.

  https://www.kdnuggets.com/2020/05/deep-learning-free-ebook.html

• 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

• Build an app to generate photorealistic faces using TensorFlow and Streamlit

  We’ll show you how to quickly build a Streamlit app to synthesize celebrity faces using GANs, Tensorflow, and st.cache.

  https://www.kdnuggets.com/2020/04/app-generate-photorealistic-faces-tensorflow-streamlit.html

• A Comprehensive Data Repository for Fake Health News Detection

  We introduce the FakeHealth, a new data repository for fake health news detection. Following a preliminary analysis to demonstrate its features, we consider additional potential directions for better identifying fake news.

  https://www.kdnuggets.com/2020/03/data-repository-fake-health-news.html