Search results for Natural Language Processing

Found 1052 documents, 5946 searched:

• Best Machine Learning Youtube Videos Under 10 Minutes

  The Youtube videos on this list cover concepts such as what machine learning is, the basics of natural language processing, how computer vision works, and machine learning in video games.

  https://www.kdnuggets.com/2020/06/best-machine-learning-youtube-videos-under-10-minutes.html

• Four Ways to Apply NLP in Financial Services

  Natural language processing (NLP) is increasingly used to review unstructured content or spot trends in markets. How is Refinitiv Labs applying NLP in financial services to meet challenges around investment decision-making and risk management?

  https://www.kdnuggets.com/2020/06/four-ways-apply-nlp-financial-services.html

• The Best NLP with Deep Learning Course is Free">The Best NLP with Deep Learning Course is Free

  Stanford's Natural Language Processing with Deep Learning is one of the most respected courses on the topic that you will find anywhere, and the course materials are freely available online.

  https://www.kdnuggets.com/2020/05/best-nlp-deep-learning-course-free.html

• Simple Question Answering (QA) Systems That Use Text Similarity Detection in Python

  How exactly are smart algorithms able to engage and communicate with us like humans? The answer lies in Question Answering systems that are built on a foundation of Machine Learning and Natural Language Processing. Let's build one here.

  https://www.kdnuggets.com/2020/04/simple-question-answering-systems-text-similarity-python.html

• KDnuggets™ News 19:n38, Oct 9: The Last SQL Guide for Data Analysis; 4 Quadrants of Data Science Skills and 7 steps for Viral Data Visualization

  Read a comprehensive SQL guide for data analysis; Learn how to choose the right clustering algorithm for your data; Find out how to create a viral DataViz using the data from Data Science Skills poll; Enroll in any of 10 Free Top Notch Natural Language Processing Courses; and more.

  https://www.kdnuggets.com/2019/n38.html

• Reddit Post Classification

  This article covers the implementation of a data scraping and natural language processing project which had two parts: scrape as many posts from Reddit’s API as allowed &then use classification models to predict the origin of the posts.

  https://www.kdnuggets.com/2019/09/reddit-post-classification.html

• KDnuggets™ News 19:n21, Jun 5: Transitioning your Career to Data Science; 11 top Data Science, Machine Learning platforms; 7 Steps to Mastering Intermediate ML w. Python

  The results of KDnuggets 20th Annual Software Poll; How to transition to a Data Science career; Mastering Intermediate Machine Learning with Python ; Understanding Natural Language Processing (NLP); Backprop as applied to LSTM, and much more.

  https://www.kdnuggets.com/2019/n21.html

• Getting started with NLP using the PyTorch framework

  We discuss the classes that PyTorch provides for helping with Natural Language Processing (NLP) and how they can be used for related tasks using recurrent layers.

  https://www.kdnuggets.com/2019/04/nlp-pytorch.html

• Introduction to Named Entity Recognition

  Named Entity Recognition is a tool which invariably comes handy when we do Natural Language Processing tasks. Read on to find out how.

  https://www.kdnuggets.com/2018/12/introduction-named-entity-recognition.html

• More Effective Transfer Learning for NLP

  Until recently, the natural language processing community was lacking its ImageNet equivalent — a standardized dataset and training objective to use for training base models.

  https://www.kdnuggets.com/2018/10/more-effective-transfer-learning-nlp.html

• Deep Learning for NLP: An Overview of Recent Trends">Deep Learning for NLP: An Overview of Recent Trends

  A new paper discusses some of the recent trends in deep learning based natural language processing (NLP) systems and applications. The focus is on the review and comparison of models and methods that have achieved state-of-the-art (SOTA) results on various NLP tasks and some of the current best practices for applying deep learning in NLP.

  https://www.kdnuggets.com/2018/09/deep-learning-nlp-overview-recent-trends.html

• Comparison of Top 6 Python NLP Libraries">Comparison of Top 6 Python NLP Libraries

  Today, we want to outline and compare the most popular and helpful natural language processing libraries, based on our experience.

  https://www.kdnuggets.com/2018/07/comparison-top-6-python-nlp-libraries.html

• Top Stories, Feb 19-25: Top 20 Python AI and Machine Learning Open Source Projects; Deep Learning Development with Google Colab, TensorFlow, Keras & PyTorch

  Also: Want a Job in Data? Learn This; A Comparative Analysis of Top 6 BI and Data Visualization Tools in 2018; 5 Fantastic Practical Natural Language Processing Resources; Neural network AI is simple

  https://www.kdnuggets.com/2018/02/top-news-week-0219-0225.html

• 277 Data Science Key Terms, Explained">277 Data Science Key Terms, Explained

  This is a collection of 277 data science key terms, explained with a no-nonsense, concise approach. Read on to find terminology related to Big Data, machine learning, natural language processing, descriptive statistics, and much more.

  https://www.kdnuggets.com/2017/09/data-science-key-terms-explained.html

• Top KDnuggets tweets, Jun 28-Jul 4: Cheat Sheet of #MachineLearning and #Python Cheat Sheets; Learning #DeepLearning with #Keras

  Also: Train your #deeplearning model faster and sharper — two novel techniques; Lecture Collection - Natural Language Processing with #DeepLearning (Winter 2017) [Stanford]; #ICYMI 10 Free Must-Read Books for #MachineLearning and #DataScience

  https://www.kdnuggets.com/2017/07/top-tweets-jun28-jul4.html

• Artificial Intelligence and Speech Recognition for Chatbots: A Primer

  Bot bots bots... Read this overview of how artificial intelligence and natural language processing are contributing to chatbot development, and where it all goes from here.

  https://www.kdnuggets.com/2017/01/artificial-intelligence-speech-recognition-chatbots-primer.html

• An NLP Approach to Analyzing Twitter, Trump, and Profanity

  Who swears more? Do Twitter users who mention Donald Trump swear more than those who mention Hillary Clinton? Let’s find out by taking a natural language processing approach (or, NLP for short) to analyzing tweets.

  https://www.kdnuggets.com/2016/11/nlp-approach-analyzing-twitter-trump-profanity.html

• Attention and Memory in Deep Learning and NLP

  An overview of attention mechanisms and memory in deep neural networks and why they work, including some specific applications in natural language processing and beyond.

  https://www.kdnuggets.com/2016/01/attention-memory-deep-learning-nlp.html

• Does Deep Learning Come from the Devil?

  Deep learning has revolutionized computer vision and natural language processing. Yet the mathematics explaining its success remains elusive. At the Yandex conference on machine learning prospects and applications, Vladimir Vapnik offered a critical perspective.

  https://www.kdnuggets.com/2015/10/deep-learning-vapnik-einstein-devil-yandex-conference.html

• Facebook Open Sources deep-learning modules for Torch

  We review Facebook recently released Torch module for Deep Learning, which helps researchers train large scale convolutional neural networks for image recognition, natural language processing and other AI applications.

  https://www.kdnuggets.com/2015/02/facebook-open-source-deep-learning-torch.html

• Text Analysis 101: Document Classification

  Document classification is an example of Machine Learning (ML) in the form of Natural Language Processing (NLP). By classifying text, we are aiming to assign one or more classes or categories to a document, making it easier to manage and sort.

  https://www.kdnuggets.com/2015/01/text-analysis-101-document-classification.html

• Open Source Data Science Masters Curriculum

  A good collection of open source resources for Data Science Masters Curriculum, covering Math, Algorithms, Databases, Data Mining, Machine Learning, Natural Language Processing, Data Analysis and Visualization, and Python.

  https://www.kdnuggets.com/2013/12/open-source-data-science-masters-curriculum.html

• Semantic Search with Vector Databases

  Leverage the latest technology to improve our search engine capabilities.

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

• Ultimate Collection of 50 Free Courses for Mastering Data Science

  The collection includes free courses on Python, SQL, Data Analytics, Business Intelligence, Data Engineering, Machine Learning, Deep Learning, Generative AI, and MLOps.

  https://www.kdnuggets.com/ultimate-collection-of-50-free-courses-for-mastering-data-science

• The Ultimate Roadmap to Becoming Specialised in The Tech Industry

  There is more than one route that you can take to be a competitive tech professional.

  https://www.kdnuggets.com/the-ultimate-roadmap-to-becoming-specialised-in-the-tech-industry

• Mastering Python for Data Science: Beyond the Basics

  This article serves as a detailed guide on how to master advanced Python techniques for data science. It covers topics such as efficient data manipulation with Pandas, parallel processing with Python, and how to turn models into web services.

  https://www.kdnuggets.com/mastering-python-for-data-science-beyond-the-basics

• The 8 AI Search Engines That You Should Replace Google With

  GenAI has enabled new search engine platforms with unique features and advantages, challenging Google's dominance.

  https://www.kdnuggets.com/top-8-ai-search-engine-that-you-should-replace-with-google

• Boost Your Data Science Skills: The Essential SQL Certifications You Need

  If you are a data scientist who works with large amounts of data and hasn’t learned SQL yet - now might be the time.

  https://www.kdnuggets.com/boost-your-data-science-skills-the-essential-sql-certifications-you-need

• 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

• 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

• 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

• Top 6 YouTube Series for Data Science Beginners

  Want to start your data science journey from home, for free, and work at your own pace? Have a dive into this data science roadmap using the YouTube series.

  https://www.kdnuggets.com/top-6-youtube-series-for-data-science-beginners

• 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

• 7 Free Harvard University Courses to Advance Your Skills

  Transform your tech career with one of the best universities in the world!

  https://www.kdnuggets.com/7-free-harvard-university-courses-to-advance-your-skills

• 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

• 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

• 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

• 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

• 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

• Why LLMs Used Alone Can’t Address Your Company’s Predictive Needs

  LLMs aren't the right tool for most business applications. Find out why — and learn which AI techniques are a better match.

  https://www.kdnuggets.com/2024/01/pecan-llms-used-alone-cant-address-companys-predictive-needs

• 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

• 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

• 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

• Kickstart Your NLP Journey with These 5 Free Courses

  Want to transition into the NLP field without wanting to spend a buck? You can - with these 5 courses.

  https://www.kdnuggets.com/kickstart-your-nlp-journey-with-these-5-free-courses

• 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

• 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

• Back to Basics Pathway

  Kickstart your 2024 with KDnuggets Back to Basics Data Science pathway!

  https://www.kdnuggets.com/back-to-basics-pathway

• 5 Use Cases of DALLE-3

  Learn how you can use DALL-E 3 to make your life a little bit easier (or a lot).

  https://www.kdnuggets.com/5-use-cases-of-dalle-3

• 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

• 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

• 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

• 10 GitHub Repositories to Master Machine Learning

  The blog covers machine learning courses, bootcamps, books, tools, interview questions, cheat sheets, MLOps platforms, and more to master ML and secure your dream job.

  https://www.kdnuggets.com/10-github-repositories-to-master-machine-learning

• 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

• 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

• 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

• 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

• 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

• 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

• Everything you need to become a SAS Certified Machine Learning Engineer

  Read on to find out everything you need to become a SAS Certified Machine Learning Engineer.

  https://www.kdnuggets.com/2023/11/sas-everything-need-become-sas-certified-machine-learning-engineer

• 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

• Top 7 Essential Cheat Sheets To Ace Your Data Science Interview

  The blog covers cheat sheets on SQL, statistics, pandas, data visualization, scikit-learn, Git, and theoretical data science concepts.

  https://www.kdnuggets.com/top-7-essential-cheat-sheets-to-ace-your-data-science-interview

• 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

• 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

• 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

• 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

• KDnuggets News, October 27: 5 Free Books to Master Data Science • 7 Steps to Mastering LLMs

  This week on KDnuggets: Go from learning what large language models are to building and deploying LLM apps in 7 steps • Check this list of free books for learning Python, statistics, linear algebra, machine learning and deep learning • And much, much more!

  https://www.kdnuggets.com/2023/n38.html

• 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

• 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

• 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

• 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

• KDnuggets News, October 11: 3 Data Science Projects to Land That Job • 7 Steps to Mastering NLP

  This week: What three data science projects should you choose to guarantee you get the job? • 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/2023/n37.html

• 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

• Elevate Your Search Engine Skills with Uplimit’s Search with ML Course!

  Elevate Your Search Engine Skills! Join Uplimit's SearchML Course now for a 4-week deep dive into machine learning and search. Boost rankings, enhance retrieval, and build with OpenSearch. Enroll today and level up with expert guidance!

  https://www.kdnuggets.com/2023/10/uplimit-elevate-your-search-engine-skills-search-with-ml-course

• 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

• Unveiling Hidden Patterns: An Introduction to Hierarchical Clustering

  In this guide to hierarchical clustering, learn how agglomerative and divisive clustering algorithms work. Also build a hierarchical clustering model in Python using Scipy.

  https://www.kdnuggets.com/unveiling-hidden-patterns-an-introduction-to-hierarchical-clustering

• 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

• SQL in Pandas with Pandasql

  Want to query your pandas dataframes using SQL? Learn how to do so using the Python library Pandasql.

  https://www.kdnuggets.com/sql-in-pandas-with-pandasql

• 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

• Getting Started with Google Cloud Platform in 5 Steps

  Explore the essentials of Google Cloud Platform for data science and ML, from account setup to model deployment, with hands-on project examples.

  https://www.kdnuggets.com/5-steps-google-cloud-platform

• 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

• Diving into the Pool: Unraveling the Magic of CNN Pooling Layers

  A Beginner's Guide to Max, Average, and Global Pooling in Convolutional Neural Networks.

  https://www.kdnuggets.com/diving-into-the-pool-unraveling-the-magic-of-cnn-pooling-layers

• 5 Free Books to Help You Master Python

  From the basics of Python to clean architecture and more, here are five free books to level up your Python skills.

  https://www.kdnuggets.com/5-free-books-to-help-you-master-python

• 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

• Exploring Neural Networks

  Unlocking the power of AI: a suide to neural networks and their applications.

  https://www.kdnuggets.com/exploring-neural-networks

• 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

• Kick Ass Midjourney Prompts with Poe

  Try out this Poe chatbot to refine your Midjourney prompts, and (hopefully?) get some kick ass image generation results!

  https://www.kdnuggets.com/kick-ass-midjourney-prompts-with-poe

• 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

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

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

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

• Unveiling Neural Magic: A Dive into Activation Functions

  Cracking the code of activation functions: Demystifying their purpose, selection, and timing.

  https://www.kdnuggets.com/unveiling-neural-magic-a-dive-into-activation-functions

• Unveiling Unsupervised Learning

  Explore the unsupervised learning paradigm. Familiarize yourself with the key concepts, techniques, and popular unsupervised learning algorithms.

  https://www.kdnuggets.com/unveiling-unsupervised-learning

• Getting Started with Scikit-learn in 5 Steps

  This tutorial offers a comprehensive hands-on walkthrough of machine learning with Scikit-learn. Readers will learn key concepts and techniques including data preprocessing, model training and evaluation, hyperparameter tuning, and compiling ensemble models for enhanced performance.

  https://www.kdnuggets.com/5-steps-getting-started-scikit-learn

• 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

• Linear Regression from Scratch with NumPy

  Mastering the Basics of Linear Regression and Fundamentals of Gradient Descent and Loss Minimization.

  https://www.kdnuggets.com/linear-regression-from-scratch-with-numpy

• A Comprehensive Guide to Pinecone Vector Databases

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

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

• Profiling Python Code Using timeit and cProfile

  An introductory guide to profiling Python code using the timeit and cProfile modules.

  https://www.kdnuggets.com/profiling-python-code-using-timeit-and-cprofile

• From Zero to Hero: Create Your First ML Model with PyTorch

  Learn the PyTorch basics by building a classification model from scratch.

  https://www.kdnuggets.com/from-zero-to-hero-create-your-first-ml-model-with-pytorch

• Getting Started with SQL in 5 Steps

  This comprehensive SQL tutorial covers everything from setting up your SQL environment to mastering advanced concepts like joins, subqueries, and optimizing query performance. With step-by-step examples, this guide is perfect for beginners looking to enhance their data management skills.

  https://www.kdnuggets.com/5-steps-getting-started-with-sql

• Introduction to Databases in Data Science

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  https://www.kdnuggets.com/introduction-to-databases-in-data-science

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  https://www.kdnuggets.com/time-100-ai-the-most-influential

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  https://www.kdnuggets.com/wavjourney-a-journey-into-the-world-of-audio-storyline-generation

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  https://www.kdnuggets.com/5-steps-getting-started-python-data-structures

• Python Basics: Syntax, Data Types, and Control Structures

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  https://www.kdnuggets.com/python-basics-syntax-data-types-and-control-structures

• Happy 30th Anniversary KDnuggets!

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  https://www.kdnuggets.com/happy-30th-anniversary-kdnuggets

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  https://www.kdnuggets.com/30th-anniversary-interview-with-founder-gregory-piatetsky-shapiro

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  https://www.kdnuggets.com/2023/08/4-python-itertools-filter-functions-probably-didnt-know.html

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

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

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

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

• Creating A Simple Docker Data Science Image

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  https://www.kdnuggets.com/2023/08/simple-docker-data-science-image.html

• The Best Courses for AI from Universities with YouTube Playlists

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

• PyTorch Tips to Boost Your Productivity

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  https://www.kdnuggets.com/2023/08/pytorch-tips-boost-productivity.html

• Learn MLOps Basics with This Free eBook

  Learn about the basics of MLOps with this free ebook you can download right now.

  https://www.kdnuggets.com/2023/08/learn-mlops-basics-free-ebook.html

• Text-2-Video Generation: Step-by-Step Guide

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  https://www.kdnuggets.com/2023/08/text2video-generation-stepbystep-guide.html

• Data Scientists Need to Specialize to Survive the Tech Winter

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

• How To Speed Up SQL Queries Using Indexes [Python Edition]

  Learn to work with SQLite databases using Python’s built-in sqlite3 module. Also learn how to create indexes to speed up queries.

  https://www.kdnuggets.com/2023/08/speed-sql-queries-indexes-python-edition.html

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

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

• The Importance of Data Cleaning in Data Science

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

• Transforming AI with LangChain: A Text Data Game Changer

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  https://www.kdnuggets.com/2023/08/transforming-ai-langchain-text-data-game-changer.html

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

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

• Mastering Regular Expressions with Python

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  https://www.kdnuggets.com/2023/08/mastering-regular-expressions-python.html

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

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

• Introduction to Statistical Learning, Python Edition: Free Book

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  https://www.kdnuggets.com/2023/07/introduction-statistical-learning-python-edition-free-book.html

• Everything You Need About the LLM University by Cohere

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

• Textbooks Are All You Need: A Revolutionary Approach to AI Training

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  https://www.kdnuggets.com/2023/07/textbooks-all-you-need-revolutionary-approach-ai-training.html

• Pandas: How to One-Hot Encode Data

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  https://www.kdnuggets.com/2023/07/pandas-onehot-encode-data.html

• Free Generative AI Courses by Google

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

• A Beginner’s Guide to Data Engineering

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  https://www.kdnuggets.com/2023/07/beginner-guide-data-engineering.html

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

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

• ChatGPT-Powered Data Exploration: Unlock Hidden Insights in Your Dataset

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  https://www.kdnuggets.com/2023/07/chatgptpowered-data-exploration-unlock-hidden-insights-dataset.html

• Automating the Chain of Thought: How AI Can Prompt Itself to Reason

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  https://www.kdnuggets.com/2023/07/automating-chain-of-thought-ai-prompt-itself-reason.html

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

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