Search results for Generative AI Machine Learning

Found 379 documents, 5957 searched:

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

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

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

• 5 Steps to Learn AI for Free in 2024

  Master AI with these free courses from Harvard, Google, AWS, and more.

  https://www.kdnuggets.com/5-steps-to-learn-ai-for-free-in-2024

• Integrating Generative AI in Content Creation

  Content creation can be tedious work and takes much of our time. With Generative AI, we can improve the quality and efficiency of our work.

  https://www.kdnuggets.com/integrating-generative-ai-in-content-creation

• How to Standout and Safeguard Your Job in the Generative AI Era

  The secret recipe to excel in your career in AI.

  https://www.kdnuggets.com/how-to-standout-and-safeguard-your-job-in-the-generative-ai-era

• Vector Databases in AI and LLM Use Cases

  Learn about Vectors and How Storing Data Can Be Used in LLM Applications.

  https://www.kdnuggets.com/vector-databases-in-ai-and-llm-use-cases

• Exploring the OpenAI API with Python

  Let’s learn all the useful services from the OpenAI.

  https://www.kdnuggets.com/exploring-the-openai-api-with-python

• The Only Interview Prep Course You Need for Deep Learning

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

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

• 5 AI Courses From Google to Advance Your Career

  Start your AI journey today with these courses from Google.

  https://www.kdnuggets.com/5-ai-courses-from-google-to-advance-your-career

• The 7 Best AI Tools for Data Science Workflow

  Learn about AI productivity tools that will make you a super data scientist.

  https://www.kdnuggets.com/the-7-best-ai-tools-for-data-science-workflow

• The Promise of Edge AI and Approaches for Effective Adoption

  Organizations are adopting edge AI for real-time decision-making using efficient and cost-effective methods such as model quantization, multimodal databases, and distributed inferencing.

  https://www.kdnuggets.com/the-promise-of-edge-ai-and-approaches-for-effective-adoption

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

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

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

• AI Con USA: Navigate the Future of AI

  AI Con USA is scheduled for June 2-7 in Las Vegas, and it's bringing together some of the brightest minds in the realm of artificial intelligence and machine learning.

  https://www.kdnuggets.com/2024/02/techwell-ai-con-usa-navigate-the-future-of-ai

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

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

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

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

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

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

• 6 YouTube Channels to Learn about AI

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

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

• Large Language Models Explained in 3 Levels of Difficulty

  Simple explanations, no matter what your level is right now.

  https://www.kdnuggets.com/large-language-models-explained-in-3-levels-of-difficulty

• Top 5 DataCamp Courses for Mastering Generative AI

  Learn the skills you require to kickstart your Generative AI journey with DataCamp - beginner, intermediate, and expert!

  https://www.kdnuggets.com/top-5-datacamp-courses-for-mastering-generative-ai

• Synthetic Data for Machine Learning

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

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

• 5 FREE Courses on AI and ChatGPT to Take You From 0-100

  Want to learn more about AI and ChatGPT in 2024 for FREE? Keep reading.

  https://www.kdnuggets.com/5-free-courses-on-ai-and-chatgpt-to-take-you-from-0-100

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

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

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

• Top 5 AI Podcasts You Can’t Miss in 2024

  Tune in to these 5 AI podcasts at the gym or on your commute to keep up to date with the world of AI.

  https://www.kdnuggets.com/top-5-ai-podcasts-you-cant-miss-in-2024

• Learn with LinkedIn: Free Courses About AI

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

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

• Leveraging AI to Design Fair and Equitable EV Charging Grids

  Learn how AI can be used to design fair and efficient EV charging grids by optimizing their placement and pricing.

  https://www.kdnuggets.com/leveraging-ai-to-design-fair-and-equitable-ev-charging-grids

• Powering Up with Predictive GenAI

  Learn what Predictive GenAI does and how it can make predictive analytics far more accessible, efficient, and meaningful for your business.

  https://www.kdnuggets.com/2024/01/pecan-powering-predictive-genai

• 5 FREE Courses on AI with Microsoft for 2024

  Kickstart your AI journey this new year with 5 FREE learning resources from Microsoft.

  https://www.kdnuggets.com/5-free-courses-on-ai-with-microsoft-for-2024

• KDnuggets News, January 17: 4 Steps to Become a Generative AI Developer • Pandas vs. Polars: A Comparative Analysis

  This week on KDnuggets: We cover what a generative AI developer does, what tools you need to master, and how to get started • An in-depth analysis of Python DataFrame library syntax, speed, and usability... which one is best? • And much, much more!

  https://www.kdnuggets.com/newsletter-n02-2024-01-17

• KDnuggets News, January 10: CS Degree Program For Free • Prompt Engineering 101 • 2023: The Crazy AI Year

  This week on KDnuggets: Enroll in the free OSSU Computer Science degree program and launch your career in tech today • Understand what prompt engineering is, and to learn more about some of the most important techniques • The year of Generative AI in review • And much, much more!

  https://www.kdnuggets.com/newsletter-n01-2024-01-10

• Using Lightning AI Studio For Free

  Use Lightning AI Cloud IDE for free to experiment, train, and deploy your AI models.

  https://www.kdnuggets.com/using-lightning-ai-studio-for-free

• AI in Intimate Roles: Girlfriends and Therapists

  This article is a brief overview of the field of Emotion AI, and the potential applications of its technology in intimate roles.

  https://www.kdnuggets.com/ai-in-intimate-roles-girlfriends-and-therapists

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

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

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

• Generative AI Key Terms Explained

  This article introduces and explains key terms important to generative AI, and links to additional resources to learn more.

  https://www.kdnuggets.com/generative-ai-key-terms-explained

• 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

• Will AI Replace Humanity?

  Let’s discover whether AI is truly intelligent and has the potential to supersede humans.

  https://www.kdnuggets.com/will-ai-replace-humanity

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

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

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

• How to Make Large Language Models Play Nice with Your Software Using LangChain

  Beyond simply chatting with an AI model and how LangChain elevates LLM interactions with humans.

  https://www.kdnuggets.com/how-to-make-large-language-models-play-nice-with-your-software-using-langchain

• 5 Free Courses to Master Generative AI

  Generative AI is an exciting and fast-moving area of research and application. Check out these 5 courses to get up to speed and stay ahead of the curve.

  https://www.kdnuggets.com/5-free-courses-to-master-generative-ai

• The New Ethical Implications of Generative Artificial Intelligence

  Generative AI's rapid progress necessitates urgent ethical safeguards against data, scale, accountability, copyright, and misinformation risks.

  https://www.kdnuggets.com/the-new-ethical-implications-of-generative-artificial-intelligence

• Between Dreams and Reality: Generative Text and Hallucinations

  This is an in-depth dive into hallucinations in LLMs. See the illusions cast by modern AI generative models like ChatGPT, Bard and Claude.

  https://www.kdnuggets.com/between-dreams-and-reality-generative-text-and-hallucinations

• Dive into the Future with Kaggle’s AI Report 2023 – See What’s Hot

  Dive into the world's largest data science and machine learning community on what they have learnt about the world of AI.

  https://www.kdnuggets.com/dive-into-the-future-with-kaggle-ai-report-2023-see-what-hot

• Top 10 AI Startups to Work for in India

  Want to jumpstart your career in AI? Discover the top 10 trailblazing Indian startups that are reshaping industries with cutting-edge innovation and providing unparalleled opportunities to work on impactful projects.

  https://www.kdnuggets.com/top-10-ai-startups-to-work-for-in-india

• Generative AI: The First Draft, Not Final

  This article gives a high-level overview of how LLMs work and their attendant limitations with accessible explanations and anecdotes throughout the piece. We also present advice on how people can introduce them into their workflows.

  https://www.kdnuggets.com/generative-ai-the-first-draft-not-final

• 3 Ways to Make Money with ChatGPT and AI

  Follow these simple steps to multiply your income with generative AI.

  https://www.kdnuggets.com/3-ways-to-make-money-with-chatgpt-and-ai

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

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

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

• AI and Open Source Software: Separated at Birth?

  In this article, Luis shares with readers his thoughts on the intersection of open source software and machine learning and what the future might bring. Many articles cover how open source software is used by the machine learning community but this post focuses on the similarities between the two areas of practice and what machine learning can and can’t learn from open source software.

  https://www.kdnuggets.com/ai-and-open-source-software-separated-at-birth

• Unlocking GPT-4 Summarization with Chain of Density Prompting

  Unlock the power of GPT-4 summarization with Chain of Density (CoD), a technique that attempts to balance information density for high-quality summaries.

  https://www.kdnuggets.com/unlocking-gpt-4-summarization-with-chain-of-density-prompting

• KDnuggets News, September 27: ChatGPT Projects Cheat Sheet • Introduction to PyTorch & Lightning AI

  10 ChatGPT Projects Cheat Sheet • Introduction to Deep Learning Libraries: PyTorch and Lightning AI • Top 5 Free Alternatives to GPT-4 • Machine Learning Evaluation Metrics: Theory and Overview • Kick Ass Midjourney Prompts with Poe

  https://www.kdnuggets.com/2023/n35.html

• How Generative AI is disrupting data practices

  The release of Language Learning Model (LLM) ChatGPT by OpenAI in November of last year opened the floodgates leading to alternatives including Google Bard and Microsoft Bing and Gen AI has proved massively disruptive, with businesses seeking to explore how they can apply the technology.

  https://www.kdnuggets.com/2023/09/reed-generative-ai-disrupting-data-practices

• Meet MetaGPT: The ChatGPT-Powered AI Assistant That Turns Text Into Web Apps

  This revolutionary AI tool lets you create no-code web applications in just seconds!

  https://www.kdnuggets.com/meet-metagpt-the-chatgptpowered-ai-assistant-that-turns-text-into-web-apps

• Build Your Own PandasAI with LlamaIndex

  Learn how to leverage LlamaIndex and GPT-3.5-Turbo to easily add natural language capabilities to Pandas for intuitive data analysis and conversation.

  https://www.kdnuggets.com/build-your-own-pandasai-with-llamaindex

• 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 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

• This Week in AI, August 18: OpenAI in Financial Trouble • Stability AI Announces StableCode

  "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/2023/08/this-week-ai-2023-08-18.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

• KDnuggets News, August 16: Use ChatGPT to Convert Text into a PowerPoint Presentation • Best Python Tools for Building Generative AI Applications Cheat Sheet

  How to Use ChatGPT to Convert Text into a PowerPoint Presentation • Best Python Tools for Building Generative AI Applications Cheat Sheet • Data Scientists Need to Specialize to Survive the Tech Winter • Python Vector Databases and Vector Indexes: Architecting LLM Apps • How To Speed Up SQL Queries Using Indexes [Python Edition]

  https://www.kdnuggets.com/2023/n30.html

• Whose Responsibility Is It To Get Generative AI Right?

  The limitless possibilities of the technology that transcends boundaries.

  https://www.kdnuggets.com/2023/08/whose-responsibility-get-generative-ai-right.html

• Best Python Tools for Building Generative AI Applications Cheat Sheet

  KDnuggets' new cheat sheet summarizes the top Python libraries for building generative AI apps, from OpenAI and Transformers to tools like Gradio, Diffusers, LangChain, and more. Ideal for both beginners and experts looking for a quick reference.

  https://www.kdnuggets.com/2023/08/best-python-tools-generative-ai-cheat-sheet.html

• KDnuggets News, August 9: Forget ChatGPT, This New AI Assistant Is Leagues Ahead • 7 Steps to Mastering Data Cleaning and Preprocessing Techniques

  Forget ChatGPT, This New AI Assistant Is Leagues Ahead and Will Change the Way You Work Forever • 7 Steps to Mastering Data Cleaning and Preprocessing Techniques • Fundamentals Of Statistics For Data Scientists and Analysts • I Created An AI App In 3 Days • Using SHAP Values for Model Interpretability in Machine Learning

  https://www.kdnuggets.com/2023/n29.html

• Unveiling StableCode: A New Horizon in AI-Assisted Coding

  This article explores StableCode, an innovative AI product by Stability AI, designed to enhance coding efficiency and accessibility. It delves into its unique features, underlying technology, and potential impact on the developer community.

  https://www.kdnuggets.com/2023/08/unveiling-stablecode-new-horizon-ai-assisted-coding

• Forget ChatGPT, This New AI Assistant Is Leagues Ahead and Will Change the Way You Work Forever

  I bet you are unfamiliar with this fast AI application, which provides flexibility, ease of use, and accurate results.

  https://www.kdnuggets.com/2023/08/forget-chatgpt-new-ai-assistant-leagues-ahead-change-way-work-forever.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

• KDnuggets News, July 26: Free Generative AI Training from Google • Data Engineering Beginner’s Guide • GPT-Engineer: Your New AI Coding Assistant

  Free Generative AI Training from Google • Data Engineering Beginner’s Guide • GPT-Engineer: Your New AI Coding Assistant • GPT-4 Details Have Been Leaked! • Generative AI with Large Language Models: Hands-On Training

  https://www.kdnuggets.com/2023/n27.html

• Free Generative AI Courses by Google

  With Generative AI being a hot topic, learn more about these courses provided that can give you a kick start into the wave.

  https://www.kdnuggets.com/2023/07/free-generative-ai-courses-google.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

• 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

• Unveiling the Power of Meta’s Llama 2: A Leap Forward in Generative AI?

  This article explores the technical details and implications of Meta's newly released Llama 2, a large language model that promises to revolutionize the field of generative AI. We delve into its capabilities, performance, and potential applications, while also discussing its open-source nature and the company's commitment to safety and transparency.

  https://www.kdnuggets.com/2023/07/unveiling-power-metas-llama-2-leap-forward-generative-ai.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

• 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

• KDnuggets News, July 12: 5 Free Courses on ChatGPT • The Power of Chain-of-Thought Prompting

  What happened in the last week: 5 Free Courses on ChatGPT • The Power of Chain-of-Thought Prompting • and much more!

  https://www.kdnuggets.com/2023/n25.html

• Synthetic Data Platforms: Unlocking the Power of Generative AI for Structured Data

  The article highlights various use cases of synthetic data, including generating confidential data, rebalancing imbalanced data, and imputing missing data points. It also provides information on popular synthetic data generation tools such as MOSTLY AI, SDV, and YData.

  https://www.kdnuggets.com/2023/07/synthetic-data-platforms-unlocking-power-generative-ai-structured-data.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

• KDnuggets News, July 5: A Rotten Data Science Project • 10 AI Chrome Extensions for Data Scientists Cheat Sheet

  Data Science Project of Rotten Tomatoes Movie Rating Prediction: First Approach • 10 AI Chrome Extensions for Data Scientists Cheat Sheet • Generate Music From Text Using Google MusicLM • 5 Free Books on Natural Language Processing to Read in 2023 • Stable Diffusion: Basic Intuition Behind Generative AI

  https://www.kdnuggets.com/2023/n24.html

• Stable Diffusion: Basic Intuition Behind Generative AI

  This article provides a general overview of Stable Diffusion and focuses on building a basic understanding of how generative artificial intelligence works.

  https://www.kdnuggets.com/2023/06/stable-diffusion-basic-intuition-behind-generative-ai.html

• Are Data Scientists Still Needed in the Age of Generative AI?

  The Rise of ChatGPT.

  https://www.kdnuggets.com/2023/06/data-scientists-still-needed-age-generative-ai.html

• 2023 AI Index Report: AI Trends We Can Expect in the Future

  Several key points from the report prepare us for what lies ahead with AI.

  https://www.kdnuggets.com/2023/06/2023-ai-index-report-ai-trends-expect-future.html

• Ten Years of AI in Review

  From image classification to chatbot therapy.

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

• KDnuggets News, May 24: Free ChatGPT Course: Use The OpenAI API to Code 5 Projects • Super Bard: The AI That Can Do It All and Better

  Free ChatGPT Course: Use The OpenAI API to Code 5 Projects • Super Bard: The AI That Can Do It All and Better • Bayesian vs Frequentist Statistics in Data Science • A Beginner's Guide to Anomaly Detection Techniques in Data Science • Introduction to Correlation

  https://www.kdnuggets.com/2023/n19.html

• Data Engineering Landscape in the AI-Driven World

  Generative AI has just started to capture the imagination of data engineers, so the impact thus far has been just a fraction of what it will be a year or two from now.

  https://www.kdnuggets.com/2023/05/data-engineering-landscape-aidriven-world.html

• KDnuggets News, May 17: Mojo Lang: The New Programming Language • Pandas AI: The Generative AI Python Library

  Mojo Lang: The New Programming Language • Pandas AI: The Generative AI Python Library • Data Scientist’s Guide to Cognitive Biases: A Free eBook • 8 Free AI and LLMs Playgrounds • Practical Statistics for Data Scientists

  https://www.kdnuggets.com/2023/n18.html

• Fighting AI with AI Fraud Monitoring for Deepfake Applications

  An overview of Deepfake, and how they are being used to perpetuate financial fraud.

  https://www.kdnuggets.com/2023/05/fighting-ai-ai-fraud-monitoring-deepfake-applications.html

• Pandas AI: The Generative AI Python Library

  The road to simpler Data Analysis for data scientists and analysts, powered by OpenAI.

  https://www.kdnuggets.com/2023/05/pandas-ai-generative-ai-python-library.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

• 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

• Overview of the AI Index Report: Measuring Trends in Artificial Intelligence

  Let’s go over what the Stanford Institute for Human-Centered Artificial Intelligence (HAI) found out about Artificial intelligence.

  https://www.kdnuggets.com/2023/04/overview-ai-index-report-measuring-trends-artificial-intelligence.html

• Unveiling the Potential of CTGAN: Harnessing Generative AI for Synthetic Data

  CTGAN and other generative AI models can create synthetic tabular data for ML training, data augmentation, testing, privacy-preserving sharing, and more.

  https://www.kdnuggets.com/2023/04/unveiling-potential-ctgan-harnessing-generative-ai-synthetic-data.html

• Mastering Generative AI and Prompt Engineering: A Free eBook

  In short, generative AI — and the prompts that power them — are everywhere. But beyond the basics, what do you really know about either? Perhaps you would find a concise, focused ebook on the topics useful.

  https://www.kdnuggets.com/2023/04/free-ebook-mastering-generative-ai-prompt-engineering.html

• Post GPT-4: Answering Most Asked Questions About AI

  Is AI overhyped, or is there a valid reason to be afraid?

  https://www.kdnuggets.com/2023/04/post-gpt4-answering-asked-questions-ai.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

• Google Answer to ChatGPT by Adding Generative AI into Docs and Gmail

  What does Google have in the works for Google Docs and Gmail? How will this benefit you and your business?

  https://www.kdnuggets.com/2023/03/google-answer-chatgpt-adding-generative-ai-docs-gmail.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

• 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

• 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

• How to Democratize AI/ML and Data Science with AI-generated Synthetic Data

  Synthetic data generation is a solution that allows citizen data scientists and auto ML users to quickly and safely create and use business-critical data assets. Benefits go beyond democratizing data access, and even those with privileged data access build synthetic data generators into their workflows.

  https://www.kdnuggets.com/2022/11/mostly-ai-democratize-aiml-data-science-aigenerated-synthetic-data.html

• Become an AI Artist Using Phraser and Stable Diffusion

  Generate the prompt using Phraser and create realistic art using the Diffusion model.

  https://www.kdnuggets.com/2022/09/become-ai-artist-phraser-stable-diffusion.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

• 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

• Publications on Data Science, Machine Learning, AI & Analytics

    Featured Publications The Machine Learning Mastery EBook Catalog Machine Learning Mastery Frustrated with one-off articles and too much math? Take the Next Step and Read more »

  https://www.kdnuggets.com/publication/index.html

• 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

• 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

• How To Use Synthetic Data To Overcome Data Shortages For Machine Learning Model Training

  It takes time and considerable resources to collect, document, and clean data before it can be used. But there is a way to address this challenge – by using synthetic data.

  https://www.kdnuggets.com/2022/03/synthetic-data-overcome-data-shortages-machine-learning-model-training.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

• 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 Science & Analytics Industry Main Developments in 2021 and Key Trends for 2022

  We have solicited insights from experts at industry-leading companies, asking: "What were the main AI, Data Science, Machine Learning Developments in 2021 and what key trends do you expect in 2022?" Read their opinions here.

  https://www.kdnuggets.com/2021/12/developments-predictions-data-science-analytics-industry.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

• AI, Analytics, Machine Learning, Data Science, Deep Learning Research Main Developments in 2021 and Key Trends for 2022

  2021 has almost come and gone. We saw some standout advancements in AI, Analytics, Machine Learning, Data Science, Deep Learning Research this past year, and the future, starting with 2022, looks bright. As per KDnuggets tradition, our collection of experts have contributed their insights on the matter. Read on to find out more.

  https://www.kdnuggets.com/2021/12/developments-predictions-ai-machine-learning-data-science-research.html

• 2021: A Year Full of Amazing AI papers — A Review

  A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code.

  https://www.kdnuggets.com/2021/12/2021-year-review-amazing-ai-papers.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

• GitHub Copilot and the Rise of AI Language Models in Programming Automation

  Read on to learn more about what makes Copilot different from previous autocomplete tools (including TabNine), and why this particular tool has been generating so much controversy.

  https://www.kdnuggets.com/2021/09/github-copilot-rise-ai-language-models-programming-automation.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

• 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

• 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

• Past 2021 Meetings / Online Events on AI, Analytics, Big Data, Data Science, and Machine Learning

  Past | Jan | Feb | Mar | Apr | May | Jun | Jul | Aug | Sep | Oct | Nov | Dec Read more »

  https://www.kdnuggets.com/meetings/past-meetings-2021.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

• Going Beyond the Repo: GitHub for Career Growth in AI & Machine Learning

  Many online tools and platforms exist to help you establish a clear and persuasive online profile for potential employers to review. Have you considered how your go-to online code repository could also help you land your next job?

  https://www.kdnuggets.com/2021/01/github-career-growth-ai-machine-learning.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

• OpenAI Releases Two Transformer Models that Magically Link Language and Computer Vision

  OpenAI has released two new transformer architectures that combine image and language tasks in an fun and almost magical way. Read more about them here.

  https://www.kdnuggets.com/2021/01/openai-transformer-models-link-language-computer-vision.html

• 2020: A Year Full of Amazing AI Papers — A Review

  So much happened in the world during 2020 that it may have been easy to miss the great progress in the world of AI. To catch you up quickly, check out this curated list of the latest breakthroughs in AI by release date, along with a video explanation, link to an in-depth article, and code.

  https://www.kdnuggets.com/2020/12/2020-amazing-ai-papers.html

• 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

• An Introduction to AI, updated">An Introduction to AI, updated

  We provide an introduction to key concepts and methods in AI, covering Machine Learning and Deep Learning, with an updated extensive list that includes Narrow AI, Super Intelligence, and Classic Artificial Intelligence, as well as recent ideas of NeuroSymbolic AI, Neuroevolution, and Federated Learning.

  https://www.kdnuggets.com/2020/10/introduction-ai-updated.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

• 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

• The Insiders’ Guide to Generative and Discriminative Machine Learning Models

  In this article, we will look at the difference between generative and discriminative models, how they contrast, and one another.

  https://www.kdnuggets.com/2020/09/insiders-guide-generative-discriminative-machine-learning-models.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

• AI Papers to Read in 2020

  Reading suggestions to keep you up-to-date with the latest and classic breakthroughs in AI and Data Science.

  https://www.kdnuggets.com/2020/09/ai-papers-read-2020.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

• 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

• Tools to Spot Deepfakes and AI-Generated Text

  The technologies that generate deepfake content is at the forefront of manipulating humans. While the research developing these algorithms is fascinating and will lead to powerful tools that enhance the way people create and work, in the wrong hands, these same tools drive misinformation at a scale we can't yet imagine. Stopping these bad actors using awesome tools is in your hands.

  https://www.kdnuggets.com/2020/06/dont-click-this-how-spot-deepfakes.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