Search results for Research
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The 5 Best Vector Databases You Must Try in 2024
The top vector databases are known for their versatility, performance, scalability, consistency, and efficient algorithms in storing, indexing, and querying vector embeddings for AI applications.https://www.kdnuggets.com/the-5-best-vector-databases-you-must-try-in-2024
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A Microsoft Engineer’s Guide to AI Innovation and Leadership
Dive into the insights of AI innovation with Microsoft's Senior Software Engineer, Manas Joshi: A journey of technology, triumph, and teachings for the next generation.https://www.kdnuggets.com/a-microsoft-engineer-guide-to-ai-innovation-and-leadership
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Introduction to Streaming-LLM: LLMs for Infinite-Length Inputs
A new approach for LLM in the real-time production.https://www.kdnuggets.com/introduction-to-streaming-llm-llms-for-infinite-length-inputs
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Expert Insights on Developing Safe, Secure, and Trustworthy AI Frameworks
In alignment with President Biden's recent Executive Order emphasizing safe, secure, and trustworthy AI, we share our Trusted AI (TAI) lessons learned two years into the course of our US Federally funded TAI research projects.https://www.kdnuggets.com/expert-insights-on-developing-safe-secure-and-trustworthy-ai-frameworks
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From Fiction to Reality: ChatGPT and the Sci-Fi Dream of True AI Conversation
Have our Sci-Fi dreams become reality?https://www.kdnuggets.com/from-fiction-to-reality-chatgpt-and-the-sci-fi-dream-of-true-ai-conversation
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How to Finetune Mistral AI 7B LLM with Hugging Face AutoTrain
Learn how to fine-tune the state-of-the-art LLM.https://www.kdnuggets.com/how-to-finetune-mistral-ai-7b-llm-with-hugging-face-autotrain
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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
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Introduction to Giskard: Open-Source Quality Management for AI Models
To solve the conundrum of ensuring the quality of AI models in production — especially given the emergence of LLMs — we are thrilled to announce the official launch of Giskard, the premier open-source AI quality management system.https://www.kdnuggets.com/2023/11/giskard-introduction-giskard-opensource-quality-management-ai-models
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5 Ways You Can Use ChatGPT Vision for Data Analysis
Enhances data analysis by interpreting visual data, including math formula, data extraction, evaluating the results, dashboards, and charts.https://www.kdnuggets.com/5-ways-you-can-use-chatgpt-vision-for-data-analysis
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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
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Navigating Data Science Job Titles: Data Analyst vs. Data Scientist vs. Data Engineer
No, they’re not the same jobs! Learn what responsibilities, skills, and tools used make them different. Then, choose the right career path for you.https://www.kdnuggets.com/navigating-data-science-job-titles-data-analyst-vs-data-scientist-vs-data-engineer
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5 Free University Courses on Data Analytics
Thinking about getting into the data analytical world but do not know where to start? Have a look at these 5 FREE university courses on data analytics.https://www.kdnuggets.com/5-free-university-courses-on-data-analytics
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6 Artificial Intelligence Myths Debunked: Separating Fact from Fiction
Discover the truth behind popular AI myths and dive deep into the genuine capabilities and impact of Generative AI in today's world.https://www.kdnuggets.com/6-artificial-intelligence-myths-debunked-separating-fact-from-fiction
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5 Simple Steps Series: Master Python, SQL, Scikit-learn, PyTorch & Google Cloud
Dive into KDnuggets Back to Basics: Getting Started in 5 Steps series to help you master Python, SQL, Scikit-learn, PyTorch, and Google Cloud Platform.https://www.kdnuggets.com/5-simple-steps-series-master-python-sql-scikit-learn-pytorch-google-cloud
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Leveraging the Power of GPUs with CuPy in Python
Whether you're doing machine learning, scientific computing, or working with huge datasets, CuPy is an absolute game-changer.https://www.kdnuggets.com/leveraging-the-power-of-gpus-with-cupy-in-python
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Is Academia Obsessing Over Methodology at the Cost of True Insights?
A millennial opinion piece about academia and their focus on methodology over insights.https://www.kdnuggets.com/is-academia-obsessing-over-methodology-at-the-cost-of-true-insights
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Introduction to NExT-GPT: Any-to-Any Multimodal Large Language Model
The future of the multimodal large language model.https://www.kdnuggets.com/introduction-to-nextgpt-anytoany-multimodal-large-language-model
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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
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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
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Overview of PEFT: State-of-the-art Parameter-Efficient Fine-Tuning
Learn how Parameter-Efficient Fine-Tuning techniques like LoRA enable efficient adaptation of large language models using limited compute resources.https://www.kdnuggets.com/overview-of-peft-stateoftheart-parameterefficient-finetuning
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Drag, Drop, Analyze: The Rise of No-Code Data Science
No-code or low-code functionalities in data science have gained significant traction in recent years. These solutions are well-proven and matured, and they make data science more accessible to a wider range of people.https://www.kdnuggets.com/drag-drop-analyze-the-rise-of-nocode-data-science
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How to Use Hugging Face AutoTrain to Fine-tune LLMs
Easily improve our LLM capability with this tool.https://www.kdnuggets.com/how-to-use-hugging-face-autotrain-to-finetune-llms
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The Top 5 Cloud Machine Learning Platforms & Tools
What are the top 5 cloud machine learning platforms in the market today. Our list will help provide some vital insights into which platform might best cater to your specific machine learning needs. See what KDnuggets recommends.https://www.kdnuggets.com/the-top-5-cloud-machine-learning-platforms-tools
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5 Free Books to Master Machine Learning
Machine Learning is one of the most exciting fields in computer science today. In this article, we will take a look at the five best yet free books to learn machine learning in 2023.https://www.kdnuggets.com/5-free-books-to-master-machine-learning
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Beyond Skynet: Crafting the Next Frontier in AI Evolution
The article discusses the value of reliable data, democratizing access to valuable data insights, and consumer privacy’s impact on the competitive edge of big tech.https://www.kdnuggets.com/beyond-skynet-crafting-the-next-frontier-in-ai-evolution
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How Predictive Analytics is Revolutionizing Decision-Making in Tech
Learn how predictive analytics work in a business environment.https://www.kdnuggets.com/how-predictive-analytics-is-revolutionizing-decisionmaking-in-tech
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Graph of Thoughts: A New Paradigm for Elaborate Problem-Solving in Large Language Models
Discover how Graph of Thoughts aims to revolutionize prompt engineering, and LLMs more broadly, enabling more flexible and human-like problem-solving.https://www.kdnuggets.com/graph-of-thoughts-a-new-paradigm-for-elaborate-problem-solving-in-large-language-models
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The Growth Behind LLM-based Autonomous Agents
Let’s dive into a survey that has been curated on the growth of LLM-based autonomous agents.https://www.kdnuggets.com/the-growth-behind-llmbased-autonomous-agents
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Greening AI: 7 Strategies to Make Applications More Sustainable
The article delves into a comprehensive methodology that sheds light on how to accurately estimate the carbon footprint associated with AI applications. It explains the environmental impact of AI, a crucial consideration in today's world.https://www.kdnuggets.com/greening-ai-7-strategies-to-make-applications-more-sustainable
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10 Basic Statistical Concepts in Plain English
Explore 10 foundational statistical concepts made simple, from probability distributions to the central limit theorem, for better data understanding.https://www.kdnuggets.com/10-basic-statistical-concepts-in-plain-english
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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
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In-demand SAS Certifications for Your Success
Check out these top three in-demand SAS Certifications to get you one step closer to your goals.https://www.kdnuggets.com/2023/10/sas-in-demand-sas-certifications-success
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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
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Unlocking Reliable Generations through Chain-of-Verification: A Leap in Prompt Engineering
Explore the Chain-of-Verification prompt engineering method, an important step towards reducing hallucinations in large language models, ensuring reliable and factual AI responses.https://www.kdnuggets.com/unlocking-reliable-generations-through-chain-of-verification
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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
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Rust Burn Library for Deep Learning
A new deep learning framework built entirely in Rust that aims to balance flexibility, performance, and ease of use for researchers, ML engineers, and developers.https://www.kdnuggets.com/rust-burn-library-for-deep-learning
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Fasten Your Seatbelt: Falcon 180B is Here!
Let’s dive into the world’s largest open language model.https://www.kdnuggets.com/fasten-your-seatbelt-falcon-180b-is-here
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Comparing Natural Language Processing Techniques: RNNs, Transformers, BERT
RNN, Transformers, and BERT are popular NLP techniques with tradeoffs in sequence modeling, parallelization, and pre-training for downstream tasks.https://www.kdnuggets.com/comparing-natural-language-processing-techniques-rnns-transformers-bert
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Revamping Data Visualization: Mastering Time-Based Resampling in Pandas
Unlock the power of time-based data visualization with Pandas as we delve into the art of resampling, turning your data into insightful temporal masterpieces.https://www.kdnuggets.com/revamping-data-visualization-mastering-timebased-resampling-in-pandas
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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
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3 Data Science Projects Guaranteed to Land You That Job
Imagine you’re allowed to do only three data science projects. Which should you choose to guarantee you get the job? Here’s my choice!https://www.kdnuggets.com/3-data-science-projects-guaranteed-to-land-you-that-job
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How Close Are We to AGI?
Will AI be able to surpass human intelligence? An article going through the current progression, and challenges of AGI.https://www.kdnuggets.com/how-close-are-we-to-agi
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5 Free Platforms for Building a Strong Data Science Portfolio
Build an irresistible portfolio that hooks recruiters with these 5 free platforms - you won't believe how easy it is!https://www.kdnuggets.com/5-free-platforms-for-building-a-strong-data-science-portfolio
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7 Steps to Mastering Natural Language Processing
Want to learn all about Natural Language Processing (NLP)? Here is a 7 step guide to help you go from the fundamentals of machine learning and Python to Transformers, recent advances in NLP, and beyond.https://www.kdnuggets.com/7-steps-to-mastering-natural-language-processing
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Job Trends in Data Analytics: NLP for Job Trend Analysis
Perform job trend analysis and check the results using NLP.https://www.kdnuggets.com/job-trends-in-data-analytics-nlp-for-job-trend-analysis
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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
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Getting Started with PyTorch in 5 Steps
This tutorial provides an in-depth introduction to machine learning using PyTorch and its high-level wrapper, PyTorch Lightning. The article covers essential steps from installation to advanced topics, offering a hands-on approach to building and training neural networks, and emphasizing the benefits of using Lightning.https://www.kdnuggets.com/5-steps-getting-started-pytorch
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Top 7 Free Cloud Notebooks for Data Science
Cloud notebooks are game-changers for data science, providing free access to computing, pre-built environments, collaboration features, and third-party integrations - everything you need to enhance your workflow.https://www.kdnuggets.com/top-7-free-cloud-notebooks-for-data-science
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Introduction to Cloud Computing for Data Science
And the Power Duo of Modern Tech.https://www.kdnuggets.com/introduction-to-cloud-computing-for-data-science
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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 Poehttps://www.kdnuggets.com/2023/n35.html
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30 Years of Data Science: A Review From a Data Science Practitioner
A review from a data science practitioner.https://www.kdnuggets.com/30-years-of-data-science-a-review-from-a-data-science-practitioner
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Top 5 Free Alternatives to GPT-4
Think GPT-4 is a big deal? These Generative AI newbies are already stealing the show!https://www.kdnuggets.com/top-5-free-alternatives-to-gpt4
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Effective Small Language Models: Microsoft’s 1.3 Billion Parameter phi-1.5
Learn about Microsoft’s 1.3 billion parameter model that has outperformed Llama 2’s 7-billion parameters model on several benchmarks.https://www.kdnuggets.com/effective-small-language-models-microsoft-phi-15
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Your Features Are Important? It Doesn’t Mean They Are Good
“Feature Importance” is not enough. You also need to look at “Error Contribution” if you want to know which features are beneficial for your model.https://www.kdnuggets.com/your-features-are-important-it-doesnt-mean-they-are-good
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Machine Learning Evaluation Metrics: Theory and Overview
High-level exploration of evaluation metrics in machine learning and their importance.https://www.kdnuggets.com/machine-learning-evaluation-metrics-theory-and-overview
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Feature Store Summit 2023: Practical Strategies for Deploying ML Models in Production Environments
On October 11th, 2023 the Feature Store Summit will bring together leading ML companies, such as Uber, WeChat and more, for in-depth discussions about data and AI.https://www.kdnuggets.com/2023/09/hopsworks-feature-store-summit-2023-practical-strategies-deploying-ml-models-production-environments
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Fine Tuning LLAMAv2 with QLora on Google Colab for Free
Learn how to fine-tune one of the most influential open-source models for free on Google Colab.https://www.kdnuggets.com/fine-tuning-llamav2-with-qlora-on-google-colab-for-free
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Ensemble Learning Techniques: A Walkthrough with Random Forests in Python
A practical walkthrough for random forests in Python.https://www.kdnuggets.com/ensemble-learning-techniques-a-walkthrough-with-random-forests-in-python
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Python in Excel: This Will Change Data Science Forever
You can now run Python code in Excel to analyze data, build machine learning models, and create visualizations.https://www.kdnuggets.com/python-in-excel-this-will-change-data-science-forever
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How to Identify Missing Data in Time-Series Datasets
Using exploratory data analysis to wnderstand missing data gaps.https://www.kdnuggets.com/how-to-identify-missing-data-in-timeseries-datasets
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5 Amazing & Free LLMs Playgrounds You Need to Try in 2023
Explore the top 5 user-friendly platforms that provide free access to large language models, enabling you to experience the latest AI models firsthand.https://www.kdnuggets.com/5-amazing-free-llms-playgrounds-you-need-to-try-in-2023
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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
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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
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Hypothesis Testing and A/B Testing
The pillars of data-driven decisions.https://www.kdnuggets.com/hypothesis-testing-and-ab-testing
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KDnuggets Survey: Benchmark With Your Peers On Data Science Spend & Trends 2023 H2
KDnuggets, along with The All Things Insights Survey Committee and its partners, have created a Spend & Trends survey to provide you and your colleagues in our community with much needed benchmarking information on mindset and focus trends as well as budget and technology spend.https://www.kdnuggets.com/kdnuggets-survey-benchmark-peers-data-science-spends-trends
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Everything you Need to Become a SAS Certified Data Scientist
With a shortage of talent and an abundance of opportunity, there’s never been a better time to launch or advance your data science career with the SAS Academy for Data Science. Read on to find out everything you need to become a SAS Certified Data Scientist.https://www.kdnuggets.com/2023/09/sas-everything-need-become-sas-certified-data-scientist
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Statistics in Data Science: Theory and Overview
High-level exploration of the role of statistics in data science.https://www.kdnuggets.com/statistics-in-data-science-theory-and-overview
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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
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Leveraging Geospatial Data in Python with GeoPandas
A comprehensive introduction to geospatial data analysis with GeoPandas.https://www.kdnuggets.com/leveraging-geospatial-data-in-python-with-geopandas
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Want to Become a Data Scientist? Part 1: 10 Hard Skills You Need
A quick 10-step hard skill guide on what you need to become a Data Scientist.https://www.kdnuggets.com/want-to-become-a-data-scientist-part-1-10-hard-skills-you-need
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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
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Introduction to Numpy and Pandas
A primer on using Numpy and Pandas for numerical computation and data manipulation in Python.https://www.kdnuggets.com/introduction-to-numpy-and-pandas
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Getting Started with Python for Data Science
Back to Basics: A beginner's guide to setting up Python and understanding its role in data science.https://www.kdnuggets.com/getting-started-with-python-for-data-science
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KDnuggets 30th Anniversary Interview with Founder Gregory Piatetsky-Shapiro
Gregory Piatetsky-Shapiro founded KDnuggets 30 years ago, after organizing early workshops on knowledge discovery. In this retrospective interview, he reflects on KDnuggets' growth, key innovations like deep learning, and concerns about AI's societal impact.https://www.kdnuggets.com/30th-anniversary-interview-with-founder-gregory-piatetsky-shapiro
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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
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2024 Data Management Crystal Ball: Top 4 Emerging Trends
These are my predictions based on my personal experiences, recent research and reports from leading platforms.https://www.kdnuggets.com/2023/08/2024-data-management-crystal-ball-top-4-emerging-trends.html
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The Ultimate Guide to Mastering Seasonality and Boosting Business Results
This post discusses the importance of media mix modeling and how it can be used to maximize the business impact of advertising. It also discusses the impact of seasonality on media advertising and how media mix modeling can be used to minimize the impact of seasonality on business outcomes.https://www.kdnuggets.com/2023/08/media-mix-modeling-ultimate-guide-mastering-seasonality-boosting-business-results.html
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5 Crucial Steps to Develop an Effective Coding Routine
Struggling to develop your coding routine? Well, I have some psychological insights to share that can boost your motivation and make a real difference in your coding journey.https://www.kdnuggets.com/2023/08/5-crucial-steps-develop-effective-coding-routine.html
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The Power of Collaboration: How Open-Source Projects are Advancing AI
In this article, we explore the profound impact of open-source projects on the creation of innovative AI solutions.https://www.kdnuggets.com/2023/08/power-collaboration-opensource-projects-advancing-ai.html
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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
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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
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GPT-4: 8 Models in One; The Secret is Out
GPT4 kept the model secret to avoid competition, now the secret is out!https://www.kdnuggets.com/2023/08/gpt4-8-models-one-secret.html
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Brewing a Domain-Specific LLM Potion
Make your LLM an expert in your field.https://www.kdnuggets.com/2023/08/brewing-domainspecific-llm-potion.html
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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
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Text-2-Video Generation: Step-by-Step Guide
Bringing Words to Life: Easy Techniques to Generate Stunning Videos from Text Using Python.https://www.kdnuggets.com/2023/08/text2video-generation-stepbystep-guide.html
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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
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5 Ways You Can Use ChatGPT’s Code Interpreter For Data Science
With a Code Interpreter, ChatGPT can now write and execute Python code to automate complex data tasks and generate visualization.https://www.kdnuggets.com/2023/08/5-ways-chatgpt-code-interpreter-data-science.html
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Introducing Superalignment by OpenAI
OpenAI’s new dedicated team to steer and control AI systems, to look after the people of the future against superintelligence.https://www.kdnuggets.com/2023/08/introducing-superalignment-openai.html
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How to Use ChatGPT to Convert Text into a PowerPoint Presentation
A speedy way to convert a long text to a short PowerPoint Presentation using only ChatGPT.https://www.kdnuggets.com/2023/08/chatgpt-convert-text-powerpoint-presentation.html
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5 Things You Need to Know When Building LLM Applications
Five problems come with building LLM-based applications.https://www.kdnuggets.com/2023/08/5-things-need-know-building-llm-applications.html
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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
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Harnessing ChatGPT for Automated Data Cleaning and Preprocessing
A guide to using ChatGPT for the tasks of data cleaning and preprocessing on a real-world dataset.https://www.kdnuggets.com/2023/08/harnessing-chatgpt-automated-data-cleaning-preprocessing.html
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A Comprehensive Guide to MLOps
Machine Learning Operations (MLOps) is a relatively new discipline that provides the structure and support necessary for machine learning (ML) models to thrive in production environments.https://www.kdnuggets.com/2023/08/comprehensive-guide-mlops.html
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5 Python Packages For Geospatial Data Analysis
This article discusses the importance of geospatial analysis and introduces five essential Python packages for effectively handling and visualizing valuable insights from geospatial data.https://www.kdnuggets.com/2023/08/5-python-packages-geospatial-data-analysis.html
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This Week in AI, August 7: Generative AI Comes to Jupyter & Stack Overflow • ChatGPT Updates
"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/mm/this-week-ai-2023-08-07.html
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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
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7 Steps to Mastering Data Cleaning and Preprocessing Techniques
Are you trying to solve your first data science project? This tutorial will help you to guide you step by step to prepare your dataset before applying the machine learning model.https://www.kdnuggets.com/2023/08/7-steps-mastering-data-cleaning-preprocessing-techniques.html
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KDnuggets News, August 2: ChatGPT Code Interpreter: Fast Data Science • Can’t Keep Up? Catch up on This Week in AI
ChatGPT Code Interpreter: Do Data Science in Minutes • This Week in AI • Introduction to Statistical Learning, Python Edition: Free Book • 8 Programming Languages For Data Science to Learn in 2023 • Mastering GPUs: A Beginner's Guide to GPU-Accelerated DataFrames in Pythonhttps://www.kdnuggets.com/2023/n28.html
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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
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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
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Keras 3.0: Everything You Need To Know
Unlock the power of AI collaboration with Keras 3.0! Seamlessly switch between TensorFlow, JAX, and PyTorch, revolutionizing your deep learning projects. Read now and stay ahead in the world of AI.https://www.kdnuggets.com/2023/07/keras-30-everything-need-know.html
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5 Mistakes I Made While Switching to Data Science Career
Learn from my mistakes and avoid making the same mistakes.https://www.kdnuggets.com/2023/07/5-mistakes-made-switching-data-science-career.html
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Clustering Unleashed: Understanding K-Means Clustering
Learn how to find hidden patterns and extract meaningful insights using Unsupervised Learning with the K-Means clustering algorithm.https://www.kdnuggets.com/2023/07/clustering-unleashed-understanding-kmeans-clustering.html
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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 Traininghttps://www.kdnuggets.com/2023/n27.html
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Textbooks Are All You Need: A Revolutionary Approach to AI Training
This is an overview of the "Textbooks Are All You Need" paper, highlighting the Phi-1 model's success using high-quality synthetic textbook data for AI training.https://www.kdnuggets.com/2023/07/textbooks-all-you-need-revolutionary-approach-ai-training.html
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Unlock the Secrets to Choosing the Perfect Machine Learning Algorithm!
When working on a data science problem, one of the most important choices to make is selecting the appropriate machine learning algorithm.https://www.kdnuggets.com/2023/07/ml-algorithm-choose.html
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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
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How SAS can help catapult practitioners’ careers
Let's explore the journeys of SAS users who harnessed the power of SAS to unlock new opportunities and achieve their career goals.https://www.kdnuggets.com/2023/07/sas-help-catapult-practitioners-careers.html
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What is Superalignment & Why It is Important?
Addressing the potential risks associated with superintelligence systems.https://www.kdnuggets.com/2023/07/superalignment-important.html
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Unlock DataOps Success with DataOps.live: Featured in Gartner Market Guide!
To learn more about the DataOps market, download your free copy of the Gartner Market Guide for DataOps Tools.https://www.kdnuggets.com/2023/07/dataopslive-unlock-dataops-success-featured-gartner-market-guide-2.html
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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
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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
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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
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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
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ChatGPT Dethroned: How Claude Became the New AI Leader
Putting the world to shame.https://www.kdnuggets.com/2023/07/chatgpt-dethroned-claude-became-new-ai-leader.html
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H1 2023 Analytics & Data Science Spend & Trends Report
The All Things Insights and marketing analytics and data science community completed an extensive survey covering what executives are thinking, how they’re spending and the issues and opportunities they face. Grab your free copy now.https://www.kdnuggets.com/2023/07/h1-2023-analytics-data-science-spend-trends-report.html
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Automating the Chain of Thought: How AI Can Prompt Itself to Reason
Auto-CoT prompting method has LLMs automatically generate their own demonstrations to prompt complex reasoning, using diversity-based sampling and zero-shot generation, reducing human effort in creating prompts. Experiments show it matches performance of manual prompting across reasoning tasks.https://www.kdnuggets.com/2023/07/automating-chain-of-thought-ai-prompt-itself-reason.html
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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
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Unlock DataOps Success with DataOps.live – Featured in Gartner Market Guide!
To learn more about the DataOps market, download your free copy of the Gartner Market Guide for DataOps Tools.https://www.kdnuggets.com/2023/07/dataopslive-unlock-dataops-success-featured-gartner-market-guide.html
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Exploring Tree of Thought Prompting: How AI Can Learn to Reason Through Search
New approach represents problem-solving as search over reasoning steps for large language models, allowing strategic exploration and planning beyond left-to-right decoding. This improves performance on challenges like math puzzles and creative writing, and enhances interpretability and applicability of LLMs.https://www.kdnuggets.com/2023/07/exploring-tree-of-thought-prompting-ai-learn-reason-through-search.html
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Where Does AI Happen?
Which sector should aspiring researchers flock toward? Academia or industry?https://www.kdnuggets.com/2023/07/kdd-where-does-ai-happen.html
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Will 300 million Jobs really be Exposed or Lost to AI Replacement?
The authors of the Goldman Sachs report suggest that 300 million jobs might be affected by AI replacement. Here’s why reason to be both cautious and hopeful.https://www.kdnuggets.com/2023/07/300-million-jobs-really-exposed-lost-ai-replacement.html
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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
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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
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Segment Anything Model: Foundation Model for Image Segmentation
Understanding Meta AI Latest Universal Segmentation Model.https://www.kdnuggets.com/2023/07/segment-anything-model-foundation-model-image-segmentation.html
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Reinforcement Learning: Teaching Computers to Make Optimal Decisions
Reinforcement learning basics to get your feet wet. Learn the components and key concepts in the reinforcement learning framework: from agents and rewards to value functions, policy, and more.https://www.kdnuggets.com/2023/07/reinforcement-learning-teaching-computers-make-optimal-decisions.html
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Unraveling the Power of Chain-of-Thought Prompting in Large Language Models
This article delves into the concept of Chain-of-Thought (CoT) prompting, a technique that enhances the reasoning capabilities of large language models (LLMs). It discusses the principles behind CoT prompting, its application, and its impact on the performance of LLMs.https://www.kdnuggets.com/2023/07/power-chain-thought-prompting-large-language-models.html
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A Guide to Data Science Project Management Methodologies
Project management can be one of the biggest challenges in data science projects. Learn how you can ensure your project management methods are down-packed and effective.https://www.kdnuggets.com/2023/07/guide-data-science-project-management-methodologies.html
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Build AI Chatbot in 5 Minutes with Hugging Face and Gradio
Learn to create a Gradio chatbot using low code techniques directly in your browser with this easy-to-follow tutorial.https://www.kdnuggets.com/2023/06/build-ai-chatbot-5-minutes-hugging-face-gradio.html
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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