Search results for "NLP"
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Building AI Agents? A2A vs. MCP Explained Simply
Confused by AI agent frameworks? This article makes sense of A2A and MCP.https://www.kdnuggets.com/building-ai-agents-a2a-vs-mcp-explained-simply
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A Data Scientist’s Guide to Data Streaming
This guide introduces data streaming from a data science perspective. We’ll explain what it is, why it matters, and how to use tools like Apache Kafka, Apache Flink, and PyFlink to build real-time pipelines.https://www.kdnuggets.com/2025/05/confluent/a-data-scientists-guide-to-data-streaming
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Daily Habits of Top 1% Freelancers in Data Science
Stop guessing and start applying the 5 daily habits that turn average freelancers into 6-figure earners.https://www.kdnuggets.com/daily-habits-of-top-1-freelancers-in-data-science
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5 Open-Source AI Tools That Are Worth Your Time
Learn five powerful open-source AI tools to boost your projects, save time, and stay ahead in AI innovation.https://www.kdnuggets.com/5-open-source-ai-tools-that-are-worth-your-time
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7 High Paying Specialized Freelancing Jobs in 2025
Starting freelancing can feel overwhelming, but mastering specialized, high-paying skills can help you stand out in competitive markets and secure better opportunities.https://www.kdnuggets.com/7-high-paying-freelancing-jobs-in-2025
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How to Fully Automate Text Data Cleaning with Python in 5 Steps
Automating text data cleaning in Python makes it easy to fix messy data by removing errors and organizing it. In just 5 simple steps, you can quickly turn raw text into clean, ready-to-analyze data.https://www.kdnuggets.com/how-to-fully-automate-text-data-cleaning-with-python-in-5-steps
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Building a RAG Application Using LlamaIndex
Enhance language models with real-time document retrieval and dynamic knowledge integration using retrieval-augmented generation and LlamaIndex.https://www.kdnuggets.com/building-a-rag-application-using-llamaindex
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WTF is a Transformer?
In this article, we’ll explore what a transformer is, how it originated, why it became so successful that it powered one of the most groundbreaking AI advances, the large language model.https://www.kdnuggets.com/wtf-is-a-transformer
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Data Science Side Quests: 4 Uncommon Projects to Elevate Your Skills
Doing data science projects can be demanding, but it doesn’t mean it has to be boring. Here are four projects to introduce more fun to your learning and stand out from the masses.https://www.kdnuggets.com/data-science-side-quests-uncommon-projects-to-elevate-your-skills
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Top 5 Career Paths in Data Science and How to Self-Learn for Each
Are you a self-learner wanting to break into one of the top 5 data science career paths? If yes, this article is for you.https://www.kdnuggets.com/top-5-career-paths-in-data-science-and-how-to-self-learn-for-each
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Where to Find Machine Learning Papers Outside of arXiv
A list of machine learning conferences that can give you access to the the newest papers out there.https://www.kdnuggets.com/where-to-find-machine-learning-papers-outside-of-arxiv
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The Hundred-Page Language Models Book: A Great Technical Intro to LLMs
The Hundred-Page Language Models Book is the LLM book you shouldn't miss.https://www.kdnuggets.com/the-hundred-page-language-models-book
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Measuring Prompt Effectiveness: Metrics and Methods
By examining key metrics and methods to evaluate prompt quality and effectiveness, this article guides you towards achieving more accurate, relevant, and creative text-generation results.https://www.kdnuggets.com/measuring-prompt-effectiveness-metrics-and-methods
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Python Tooling Beyond Pandas: Libraries to Broaden Your Data Science Toolkit
Pandas alternative libraries that you might not know before.https://www.kdnuggets.com/python-tooling-beyond-pandas-libraries-to-broaden-your-data-science-toolkit
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The Ultimate Guide to Building a Machine Learning Portfolio That Lands Jobs
In this article, you'll learn how to create a portfolio that stands out.https://www.kdnuggets.com/the-ultimate-guide-to-building-a-machine-learning-portfolio-that-lands-jobs
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11 Python Libraries Every AI Engineer Should Know
Looking to build your AI engineer toolkit in 2025? Here are Python libraries and frameworks you can’t miss!https://www.kdnuggets.com/11-python-libraries-every-ai-engineer-should-know
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7 Best Strategies (Besides Job Portals) to Land Top-Paying Jobs in 2025
Tired of the job portal grind? Don’t just apply—make them come to you! Check out 7 powerful strategies to land top-paying tech jobs in 2025.https://www.kdnuggets.com/7-best-strategies-besides-job-portals-to-land-top-paying-jobs-in-2025
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Using DistilBERT for Resource-Efficient Natural Language Processing
DistilBERT is a smaller, faster version of BERT that performs well with fewer resources. It’s perfect for environments with limited processing power and memory.https://www.kdnuggets.com/distilbert-resource-efficient-natural-language-processing
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10 Little-Known Python Libraries That Will Make You Feel Like a Data Wizard
In this article, I will introduce you to 10 little-known Python libraries every data scientist should know.https://www.kdnuggets.com/10-little-known-python-libraries-data-wizard
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Building Multilingual Applications with Hugging Face Transformers: A Beginner’s Guide
Check out this practical guide to building multilingual applications with Hugging Face.https://www.kdnuggets.com/building-multilingual-applications-hugging-face-transformers
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Data Science Salaries & Job Market Analysis: From 2024 to 2025
Data science is still among the best careers to choose from in terms of compensation, with data scientists earning higher than the average salary. Let’s see what data professionals stand to earn in 2025.https://www.kdnuggets.com/data-science-salaries-job-market-analysis-2024-2025
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The Ultimate Roadmap to Becoming an LLM Engineer
Unsure what to learn, where to start, and which order to follow to master LLM engineering concepts and skills? This comprehensive roadmap with clear milestones and stages is here to help!https://www.kdnuggets.com/ultimate-roadmap-llm-engineer
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Getting Started with Building RAG Systems Using Haystack
Retrieval augmented generation (RAG) is altering the way we use large language models, but building these systems can be hectic. In this article, you will learn how to build RAG systems using Haystack.https://www.kdnuggets.com/getting-started-building-rag-systems-haystack
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How to Implement Image Captioning with Vision Transformer (ViT) and Hugging Face Transformers
A beginner’s guide to getting started with image captioning models with HuggingFace.https://www.kdnuggets.com/how-to-implement-image-captioning-vision-transformer-hugging-face-transformers
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Artificial Intelligence for Noobs
A beginner’s guide to AI and how to get started.https://www.kdnuggets.com/artificial-intelligence-noobs
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Build a Strong Portfolio for Data Science Career
Build a strong data science portfolio by showcasing technical skills, working on real-world projects, staying active on LinkedIn, and leveraging platforms like GitHub and Kaggle to demonstrate your expertise.https://www.kdnuggets.com/build-strong-portfolio-data-science-career
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5 Outside the Box Applications of Natural Language Processing
The NLP applications you might never know existed.https://www.kdnuggets.com/5-outside-box-applications-natural-language-processing
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5 Free Resources to Understand Neural Networks
Here are five free resources in diverse formats and difficulty levels to acquaint with deep learning models at no cost.https://www.kdnuggets.com/5-free-resources-understand-neural-networks
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How to Implement Agentic RAG Using LangChain: Part 2
Learn about enhancing LLMs with real-time information retrieval and intelligent agents.https://www.kdnuggets.com/implement-agentic-rag-using-langchain-part-2
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DIY AI: Building Your AI Apps on a Shoestring Budget
Artificial Intelligence has become an integral part of modern software applications, as it is known to add extended functionalities to traditional applications. This tutorial will guide you on a simplistic approach to building an AI application.https://www.kdnuggets.com/diy-ai-building-ai-apps-shoestring-budget
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How to Implement Named Entity Recognition with Hugging Face Transformers
Let's take a look at how we can perform NER using that Swiss army knife of NLP and LLM libraries, Hugging Face's Transformers.https://www.kdnuggets.com/implement-named-entity-recognition-with-hugging-face-transformers
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5 Cheat Sheets for Getting Started in Data Science
Check out these 5 KDnuggets cheat sheets designed for the data science beginner, covering from introductory coding through to data cleaning, exploration, manipulation, and modeling.https://www.kdnuggets.com/5-cheat-sheets-getting-started-data-science
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Language Models Explained in 5 Minutes
Familiarize yourself with the technology behind ChatGPT and Google Gemini in the time it takes to enjoy a cup of coffee.https://www.kdnuggets.com/language-models-explained-in-5-minutes
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Optimizing RAG with Embedding Tuning
Learn how to improve the performance of RAG systems, and make them more accurate at retrieving context-aware information.https://www.kdnuggets.com/optimizing-rag-with-embedding-tuning
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Free Data and AI Courses with 365 Data Science—Unlimited Access until Nov 21
Begin your journey for free at 365 Data Science.https://www.kdnuggets.com/2024/11/365careers/free-data-and-ai-courses-with-365-data-science-unlimited-access-until-nov-21
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7 Computer Vision Projects for All Levels
Each project, from beginner tasks like Image Classification to advanced ones like Anomaly Detection, includes a link to the dataset and source code for easy access and implementation.https://www.kdnuggets.com/7-computer-vision-projects-for-all-levels
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10 Essential Python Libraries for Data Science in 2024
The richness of Python’s ecosystem has one downside: it makes it difficult to decide which libraries are the best for your needs. This article is an attempt to amend this by suggesting ten (and some more, as a bonus) libraries that are an absolute must in data science.https://www.kdnuggets.com/10-essential-python-libraries-for-data-science-in-2024
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Fine-tuning Llama 3.2 Using Unsloth
Unsloth is a user-friendly framework, offering fast inference and fine-tuning for large language models. It also supports saving models in multiple formats, including vLLM and GGUF.https://www.kdnuggets.com/fine-tuning-llama-using-unsloth
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Roadmap for AI Engineers
Learn about 10 easy steps to becoming an AI engineer in 2024.https://www.kdnuggets.com/roadmap-for-ai-engineers
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10 GitHub Repositories for Advanced Machine Learning Projects
Where can you find projects dealing with advanced ML topics? GitHub is a perfect source with its many repositories. I’ve selected ten to talk about in this article.https://www.kdnuggets.com/10-github-repositories-for-advanced-machine-learning-projects
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7 Free Data Science Platform for Beginners
Explore free platforms for learning, building portfolios, accessing code editors, engaging with communities, and hosting projects.https://www.kdnuggets.com/7-free-data-science-platform-for-beginners
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The Key to LLMs: A Mathematical Understanding of Word Embeddings
Word embeddings is a numerical representation of text, allowing a computer to process words efficiently by converting words into numerical vectors that can be processed with machine learning algorithm.https://www.kdnuggets.com/the-key-to-llms-a-mathematical-understanding-of-word-embeddings
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10 Critical AI Concepts Explained in 5 Minutes
Acquire a transversal understanding of high-relevance AI jargon in the time it takes to drink a cup of coffee.https://www.kdnuggets.com/10-critical-ai-concepts-explained-in-5-minutes
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7 Cool Data Science Project Ideas for Beginners
Are you a data science beginner looking to build your portfolio? Start working on these projects today.https://www.kdnuggets.com/7-cool-data-science-project-ideas-for-beginners
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Using Hugging Face Transformers with PyTorch and TensorFlow
With Hugging Face become prominent than ever, learning how to use the Transformers library with popular deep-learning frameworks would improve your career.https://www.kdnuggets.com/using-hugging-face-transformers-with-pytorch-and-tensorflow
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How to Visualize Model Internals and Attention in Hugging Face Transformers
Learn how to visualize the Hugging Face Transformers model and attention internally.https://www.kdnuggets.com/how-to-visualize-model-internals-and-attention-in-hugging-face-transformers
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7 Free Online Python REPLs
With the online Python REPLs, you can write, run, and debug your Python code seamlessly with just a web browser and a stable internet connection.https://www.kdnuggets.com/7-free-online-python-repls
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How Natural Language Processing of Unstructured Data is Improving Healthcare Outcomes
Let's take a look at how NLP is transforming how healthcare systems utilize unstructured data.https://www.kdnuggets.com/how-natural-language-processing-of-unstructured-data-is-improving-healthcare-outcomes
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How to Handle Large Text Inputs with Longformer and Hugging Face Transformers
Learn how to use Longformer for long input text with Hugging Face Transfomers.https://www.kdnuggets.com/how-to-handle-large-text-inputs-with-longformer-and-hugging-face-transformers
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5 YouTube Channels to Master LLMs
Use these videos to learn Large Language Models from industry expertshttps://www.kdnuggets.com/5-youtube-channels-to-master-llms
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10 GitHub Repositories to Master Computer Vision
The GitHub repository includes up-to-date learning resources, research papers, guides, popular tools, tutorials, projects, and datasets.https://www.kdnuggets.com/10-github-repositories-to-master-computer-vision
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How to Create a Custom Tokenizer for Non-English Languages with Hugging Face Transformers
Learn to create tokenizers for specific languages using Hugging Face Transformers to improve model performance.https://www.kdnuggets.com/how-to-create-a-custom-tokenizer-for-non-english-languages-with-hugging-face-transformers
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How to Translate Languages with MarianMT and Hugging Face Transformers
Discover how to translate text quickly and accurately between languages with just a few simple steps using MarianMT.https://www.kdnuggets.com/how-to-translate-languages-with-marianmt-and-hugging-face-transformers
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5 Tips for Getting Started with Language Models
Break the ice and dispel any fears about this expanding branch of AI with these five pieces of advice that will help you know where to start learninghttps://www.kdnuggets.com/5-tips-for-getting-started-with-language-models
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10 Free Resources to Learn LLMs
Learn large language models with these free resources from Deeplearning.AI, Microsoft, AWS, and more.https://www.kdnuggets.com/10-free-resources-to-learn-llms
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Building a Recommendation System with Hugging Face Transformers
Learn how to build the recommendation system with advanced technology.https://www.kdnuggets.com/building-a-recommendation-system-with-hugging-face-transformers
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Using Hugging Face Transformers for Emotion Detection in Text
Learn how to harness Hugging Face pre-trained language models to classify the emotions behind tweets.https://www.kdnuggets.com/using-hugging-face-transformers-for-emotion-detection-in-text
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Beginner’s Guide to Careers in AI and Machine Learning
The AI and ML complexity results in a growing number and diversity of jobs that require AI & ML expertise. We’ll give you a rundown of these jobs regarding the technical skills they need and the tools they employ.https://www.kdnuggets.com/beginners-guide-to-careers-in-ai-and-machine-learning
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History and Future of LLMs
Check out this concise history and future of large language models.https://www.kdnuggets.com/history-and-future-of-llms
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Using Transfer Learning to Boost Model Performance
Transfer learning can improve model performance by leveraging pre-trained models and adapting them to new, related tasks.https://www.kdnuggets.com/using-transfer-learning-to-boost-model-performance
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5 Free Courses to Master Natural Language Processing
Go from zero to 100 with these free NLP courses!https://www.kdnuggets.com/5-free-courses-to-master-natural-language-processing
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Tools Every Data Scientist Should Know: A Practical Guide
Discover the essential tools every data scientist should know to elevate their data science game, from Python and R to SQL and advanced visualization tools.https://www.kdnuggets.com/tools-every-data-scientist-should-know-a-practical-guide
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How to Use the Hugging Face Tokenizers Library to Preprocess Text Data
Text preprocessing is an important step in NLP. Let's learn how to use the Hugging Face Tokenizers Library to preprocess text data.https://www.kdnuggets.com/how-to-use-the-hugging-face-tokenizers-library-to-preprocess-text-data
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If You Want to Get in the Tech Space: Become A Software Developer
Currently ranked as the #1 job in the tech world!https://www.kdnuggets.com/if-you-want-to-get-in-the-tech-space-become-a-software-developer
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Is Data Science Still Worth It In 2024?
Should I bother pursuing a career in data science?https://www.kdnuggets.com/is-data-science-still-worth-it-in-2024
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Certifications That Can Boost Your Data Science Career in 2024
In today's data science landscape, how does one set themselves apart from the competition? Let’s take a look at seven of the best certifications out there.https://www.kdnuggets.com/certifications-that-can-boost-your-data-science-career-in-2024
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Bringing Human and AI Agents Together for Enhanced Customer Experience
Why investing in the successful collaboration of humans and AI agents is the key to unlocking the true potential of your customer support operations.https://www.kdnuggets.com/2024/06/softweb/bringing-human-and-ai-agents-together-for-enhanced-customer-experience
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Creating AI-Driven Solutions: Understanding Large Language Models
Understanding LLMs is pivotal in unlocking the full potential of AI-driven solutions across various domains. As we navigate the process of building AI-driven solutions, it is essential to approach the development and deployment of LLMs with a focus on responsible AI practices.https://www.kdnuggets.com/creating-ai-driven-solutions-understanding-large-language-models
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The Ultimate Guide to Approach LLMs
An evergreen approach to learning any new technology breakthroughshttps://www.kdnuggets.com/the-ultimate-guide-to-approach-llms
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Prompt Engineer: Skills, Learning Roadmap, and Salary
Learn about the growing demand for prompt engineers in the year 2024.https://www.kdnuggets.com/prompt-engineer-skills-learning-roadmap-and-salary
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How to Fine-Tune BERT for Sentiment Analysis with Hugging Face Transformers
Find out how to fine-tune BERT for sentiment analysis with Hugging Face Transformers. No unnecessary nonsense, just what you need.https://www.kdnuggets.com/how-to-fine-tune-bert-sentiment-analysis-hugging-face-transformers
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Avoid These 5 Common Mistakes Every Novice in AI Makes
Top five mistakes made by AI beginners and practical tips to avoid them, along with an engaging "50-Day Challenge" that you cannot afford to miss.https://www.kdnuggets.com/avoid-these-5-common-mistakes-every-novice-in-ai-makes
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Is Data Science a Bubble Waiting to Burst?
The need for data science has not decreased or been replaced; instead, it’s the field of data science maturing, with a greater demand for specialized skills and practical experience.https://www.kdnuggets.com/is-data-science-a-bubble-waiting-to-burst
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Semantic Search with Vector Databases
Leverage the latest technology to improve our search engine capabilities.https://www.kdnuggets.com/semantic-search-with-vector-databases
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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
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Exploring the Potential of Transfer Learning in Small Data Scenarios
This article has shown how transfer learning can be used to help you solve small data problems, while also highlighting the benefits of using it in other fields.https://www.kdnuggets.com/exploring-the-potential-of-transfer-learning-in-small-data-scenarios
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Extractive Summarization with LLM using BERT
An in-depth overview of extractive text summarization, how state-of-the-art NLP models like BERT can enhance it, and a coding tutorial for using BERT to generate extractive summaries.https://www.kdnuggets.com/extractive-summarization-with-llm-using-bert
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5 Courses to Master LLMs
The future world is full of LLM, and you don’t want to miss this most sought skill.https://www.kdnuggets.com/5-courses-to-master-llms
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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
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Free Mastery Course: Become a Large Language Model Expert
It is a self-paced course that covers fundamental and advanced concepts of LLMs and teaches how to deploy them in production.https://www.kdnuggets.com/ree-mastery-course-become-a-large-language-model-expert
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Navigating the Data Revolution: Exploring the Booming Trends in Data Science and Machine Learning
Dive into transformative trends in data science, encompassing AI-powered automation, NLP, ethical considerations, decentralized computing, and interdisciplinary collaboration.https://www.kdnuggets.com/navigating-the-data-revolution-exploring-the-booming-trends-in-data-science-and-machine-learning
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Prompt Engineering: An Integrated Dream
Clickbait headlines like "AI's Hottest Job" have promised a career that anyone who knows how to chat with AI could pay a six-figure salary with no computer background. But is this reality, or just another internet pipe dream? Let's ditch the sensationalism and delve into the actual job market data to find out.https://www.kdnuggets.com/prompt-engineering-an-integrated-dream
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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
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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
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2024 Tech Trends: AI Breakthroughs & Development Insights from O’Reilly’s Free Report
Want to prepare your tech career for 2024 and onwards? Have a look at O’Reilly’s FREE technology trends report.https://www.kdnuggets.com/2024-tech-trends-ai-breakthroughs-development-insights-oreilly-free-report
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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
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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
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Does ChatGPT Have The Potential To Become A New Chess Super Grandmaster?
Case study of LLM's ability to learn, generalize, and be creative.https://www.kdnuggets.com/does-chatgpt-have-the-potential-to-become-a-new-chess-super-grandmaster
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Natural Language Processing: Bridging Human Communication with AI
The post highlights real-world examples of NLP use cases across industries. It also covers NLP's objectives, challenges, and latest research developments.https://www.kdnuggets.com/natural-language-processing-bridging-human-communication-with-ai
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Top 16 Technical Data Sources for Advanced Data Science Projects
Here are data repositories that will up your data science game and improve your data projects.https://www.kdnuggets.com/top-16-technical-data-sources-for-advanced-data-science-projects
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AI Prompt Engineers are Making $300k/y
Prompt engineering and generative AI are becoming hotter by the day. Be part of the heat!https://www.kdnuggets.com/ai-prompt-engineers-are-making-300ky
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How Semantic Vector Search Transforms Customer Support Interactions
Semantic vector search is an advanced search technique revolutionizes how we interact with information by understanding the true meaning of words, thus leading to more relevant and insightful results.https://www.kdnuggets.com/how-semantic-vector-search-transforms-customer-support-interactions
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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
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4 Steps to Become a Generative AI Developer
In this post, we will cover what a generative AI developer does, what tools you need to master, and how to get started.https://www.kdnuggets.com/4-steps-to-become-a-generative-ai-developer
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What Junior ML Engineers Actually Need to Know to Get Hired?
This article will provided you with a better understanding of what skills are required for a junior ML developer to be considered for a job. If you are looking to land your first job, you should read this article thoroughly.https://www.kdnuggets.com/what-junior-ml-engineers-actually-need-to-know-to-get-hired
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25 Free Books to Master SQL, Python, Data Science, Machine Learning, and Natural Language Processing
Discover a collection of best books to start your data career or master a new skill, all for free!https://www.kdnuggets.com/25-free-books-to-master-sql-python-data-science-machine-learning-and-natural-language-processing
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Evaluating Methods for Calculating Document Similarity
The blog covers methods for representing documents as vectors and computing similarity, such as Jaccard similarity, Euclidean distance, cosine similarity, and cosine similarity with TF-IDF, along with pre-processing steps for text data, such as tokenization, lowercasing, removing punctuation, removing stop words, and lemmatization.https://www.kdnuggets.com/evaluating-methods-for-calculating-document-similarity
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Top 10 Kaggle Machine Learning Projects to Become Data Scientist in 2024
Master Data Science with Top 10 Kaggle ML Projects to become a Data Scientist.https://www.kdnuggets.com/top-10-kaggle-machine-learning-projects-to-become-data-scientist-in-2024
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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
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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
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The Top 5 Alternatives to GitHub for Data Science Projects
The blog discusses five platforms designed for data scientists with specialized capabilities in managing large datasets, models, workflows, and collaboration beyond what GitHub offers.https://www.kdnuggets.com/the-top-5-alternatives-to-github-for-data-science-projects
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Back to Basics Week 4: Advanced Topics and Deployment
Welcome back to Week 4 of KDnuggets’ "Back to Basics" series. This week, we will dive into more advanced topics such as neural networks and deployment.https://www.kdnuggets.com/back-to-basics-week-4-advanced-topics-and-deployment
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A Comprehensive List of Resources to Master Large Language Models
Large Language Models (LLMs) have now become an integral part of various applications. This article provides an extensive list of resources for anyone interested to dive into the world of LLMs.https://www.kdnuggets.com/a-comprehensive-list-of-resources-to-master-large-language-models
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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
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Job Trends in Data Analytics: Part 2
Check out these skillsets in demand for the data analytics job market.https://www.kdnuggets.com/job-trends-in-data-analytics-part-2
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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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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
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The Rise and Fall of Prompt Engineering: Fad or Future?
This article provides an overview of prompt engineering, from its inception to current status.https://www.kdnuggets.com/the-rise-and-fall-of-prompt-engineering-fad-or-future
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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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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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Why Prompt Engineering is a Fad
Various media outlets have been talking about prompt engineering with much fanfare, making it seem like it’s the ideal job — you don’t need to learn how to code, nor do you have to be knowledgeable about ML concepts like deep learning, datasets, etc. You’d agree that it seems too good to be true, right?https://www.kdnuggets.com/why-prompt-engineering-is-a-fad
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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
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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
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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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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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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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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
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7 Steps to Mastering Large Language Models (LLMs)
Large Language Models (LLMs) have unlocked a new era in natural language processing. So why not learn more about them? Go from learning what large language models are to building and deploying LLM apps in 7 easy steps with this guide.https://www.kdnuggets.com/7-steps-to-mastering-large-language-models-llms
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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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RAG vs Finetuning: Which Is the Best Tool to Boost Your LLM Application?
The definitive guide for choosing the right method for your use case.https://www.kdnuggets.com/rag-vs-finetuning-which-is-the-best-tool-to-boost-your-llm-application
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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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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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KDnuggets News, October 5: 5 Free Books to Help You Master Python • Top 7 Free Cloud Notebooks for Data Science
This week on KDnuggets: 5 Free Books to Help You Master Python • Top 7 Free Cloud Notebooks for Data • and much, much more!https://www.kdnuggets.com/2023/n36.html
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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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Leveraging GPT Models to Transform Natural Language to SQL Queries
By training GPT to query with few-shot prompting.https://www.kdnuggets.com/leveraging-gpt-models-to-transform-natural-language-to-sql-queries
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Introduction to Natural Language Processing
An overview of Natural Language Processing (NLP) and its applications.https://www.kdnuggets.com/introduction-to-natural-language-processing
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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
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10 ChatGPT Projects Cheat Sheet
KDnuggets' latest cheat sheet covers 10 curated hands-on projects to boost data science workflows with ChatGPT across ML, NLP, and full stack dev, including links to full project details.https://www.kdnuggets.com/10-chatgpt-projects-cheat-sheet
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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