Search results for
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Prompt Engineering 101: Mastering Effective LLM Communication
This article serves as an introduction to those looking to understanding what prompt engineering is, and to learn more about some of the most important techniques currently used in the discipline.https://www.kdnuggets.com/prompt-engineering-101-mastering-effective-llm-communication
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2023: The Crazy AI Year
The year of Generative AI - let’s go through what happened in the past 12 months.https://www.kdnuggets.com/2023-the-crazy-ai-year
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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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25 Free Courses to Master Data Science, Data Engineering, Machine Learning, MLOps, and Generative AI
Discover a collection of top courses to launch your dream career or master a new skill, all for free!https://www.kdnuggets.com/25-free-courses-to-master-data-science-data-engineering-machine-learning-mlops-and-generative-ai
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Back to Basics Pathway
Kickstart your 2024 with KDnuggets Back to Basics Data Science pathway!https://www.kdnuggets.com/back-to-basics-pathway
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The KDnuggets 2023 Cheat Sheet Collection
KDnuggets has brought together all of its in-house cheat sheets from 2023 in this single, convenient location. Have a look to make sure you didn't miss out on anything over the year.https://www.kdnuggets.com/the-kdnuggets-2023-cheat-sheet-collection
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Top KDnuggets Posts of 2023: Free Learning Resources and More
Here are our top posts of 2023, including: 5 Free Books to Master Data Science • 5 Free Courses to Master Machine Learning • 3 Ways to Access GPT-4 for Free • and much more!https://www.kdnuggets.com/top-kdnuggets-posts-2023
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How to Access and Use Gemini API for Free
Learn how to integrate advanced AI multimodal models into your project using a simple Python API.https://www.kdnuggets.com/how-to-access-and-use-gemini-api-for-free
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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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Easily Integrate LLMs into Your Scikit-learn Workflow with Scikit-LLM
LLM is a powerful model that could improve our text analysis. With Scikit-LLM, we could integrate the LLM easily into our ML pipeline.https://www.kdnuggets.com/easily-integrate-llms-into-your-scikit-learn-workflow-with-scikit-llm
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The Best Data Science Resources, Bootcamp, and Courses to Learn Data Science in the New Year
We've partnered with Springboard, the leading data science bootcamp offering personalized 1:1 mentorship, dedicated career support, proven outcomes, and an unbeatable money-back job guarantee, to present a handpicked collection of resources to supercharge your data science journey in the coming year.https://www.kdnuggets.com/2023/12/springboard-best-data-science-resources-bootcamp-courses-learn-data-science-new-year
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7 Reasons Why You’re Struggling to Land a Data Science Job
Still struggling to land a role in data science? Learn how you can navigate the job market better, land more interviews, and convert them to job offers!https://www.kdnuggets.com/7-reasons-why-youre-struggling-to-land-a-data-science-job
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A Simple Guide to Running LlaMA 2 Locally
We will learn a simple way to install and use Llama 2 without setting up Python or any program. Just download the files and run a command in PowerShell.https://www.kdnuggets.com/a-simple-guide-to-running-llama-2-locally
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AI-Automated Cybersecurity: What to Automate?
Soon AI will become embedded into daily business processes, including cybersecurity controls. The author explains how to assess which processes make sense to automate.https://www.kdnuggets.com/ai-automated-cybersecurity-what-to-automate
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5 Cheap Books to Master Data Science
There are many data-learning materials locked up behind expensive books. These cheap books would bolster your skills without blowing up your savings.https://www.kdnuggets.com/5-cheap-books-to-master-data-science
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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
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Free Harvard Course: Introduction to AI with Python
Looking for a great course to learn Artificial Intelligence with Python? Check out this free course from Harvard University.https://www.kdnuggets.com/free-harvard-course-introduction-to-ai-with-python
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3 Ways to Generate Hyper-Realistic Faces Using Stable Diffusion
You learned how to generate images using the base model, how to upgrade to the Stable Diffusion XL model to improve image quality, and how to use a custom model to generate high quality portraits.https://www.kdnuggets.com/3-ways-to-generate-hyper-realistic-faces-using-stable-diffusion
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Enhancing LLM Reasoning: Unveiling Chain of Code Prompting
Chain of Code is an approach to interacting with language models, enhancing reasoning abilities through a blend of writing, executing, and simulating code execution, extending the capabilities of language models in logic, arithmetic, and linguistic tasks, especially those requiring a combination of these.https://www.kdnuggets.com/enhancing-llm-reasoning-unveiling-chain-of-code-prompting
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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
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5 Free University Courses to Learn Python
Looking for the best resources to learn Python programming? Check out these free university courses.https://www.kdnuggets.com/5-free-university-courses-to-learn-python
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KDnuggets News, December 13: 5 Super Cheat Sheets to Master Data Science • Using Google’s NotebookLM for Data Science: A Comprehensive Guide
This week on KDnuggets: A collection of super cheat sheets that covers basic concepts of data science, probability & statistics, SQL, machine learning, and deep learning • An exploration of NotebookLM, its functionality, limitations, and advanced features essential for researchers and scientists • And much, much more!https://www.kdnuggets.com/newsletter-n45-2023-12-13
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5 Rare Data Science Skills That Can Help You Get Employed
This article is about the less common data science skills that can help you get hired. While these skills are not as common as they are for technical jobs, they are certainly worth developing.https://www.kdnuggets.com/5-rare-data-science-skills-that-can-help-you-get-employed
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Undersampling Techniques Using Python
The article discusses the undersampling data preprocessing techniques to address data imbalance challenges.https://www.kdnuggets.com/undersampling-techniques-using-python
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Evolution in ETL: How Skipping Transformation Enhances Data Management
This article provides an overview of two new data preparation techniques that enable data democratization while minimizing transformation burdens.https://www.kdnuggets.com/evolution-in-etl-how-skipping-transformation-enhances-data-management
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5 Tools to Help Build Your LLM Apps
Whether you're a seasoned ML engineer or a new LLM developer, these tools will help you get more productive and accelerate the development and deployment of your AI projects.https://www.kdnuggets.com/5-tools-to-help-build-your-llm-apps
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Strategies for Optimizing Performance and Costs When Using Large Language Models in the Cloud
There are many cases where your LLM underperforms and costs you too much in the cloud platform. Simple strategies help you avoid that.https://www.kdnuggets.com/strategies-for-optimizing-performance-and-costs-when-using-large-language-models-in-the-cloud
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7 Pandas Plotting Functions for Quick Data Visualization
Want to visualize data in your pandas dataframes? Use these nifty pandas plotting functions.https://www.kdnuggets.com/7-pandas-plotting-functions-for-quick-data-visualization
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Back to Basics Bonus Week: Deploying to the Cloud
Welcome back to the KDnuggets’ "Back to Basics" series. This is the BONUS week and we will dive into learning about deploying to the cloud.https://www.kdnuggets.com/back-to-basics-bonus-week-deploying-to-the-cloud
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5 Super Cheat Sheets to Master Data Science
The collection of super cheat sheets covers basic concepts of data science, probability & statistics, SQL, machine learning, and deep learning.https://www.kdnuggets.com/5-super-cheat-sheets-to-master-data-science
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Personalized AI Made Simple: Your No-Code Guide to Adapting GPTs
OpenAI revolutionizes personal AI customization with its no-code approach to creating custom ChatGPTs.https://www.kdnuggets.com/personalized-ai-made-simple-your-no-code-guide-to-adapting-gpts
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ChatGPT’s New Rival: Google’s Gemini
Google has introduced a revamped AI model that is said to outperform ChatGPT. Let’s learn more.https://www.kdnuggets.com/chatgpts-new-rival-googles-gemini
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Talk Directly to Your Data Using Everyday Language
DataGPT is a conversational AI data analytics software provider that delivers analysis at the speed of business questions. DataGPT empowers anyone, in any company, to talk directly to their data using everyday language, revealing expert answers to complex questions instantly.https://www.kdnuggets.com/2023/12/datagpt-talk-directly-data-everyday-language
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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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Using Google’s NotebookLM for Data Science: A Comprehensive Guide
This blog post explores NotebookLM, its functionality, limitations, and advanced features essential for researchers and scientists.https://www.kdnuggets.com/using-google-notebooklm-for-data-science-a-comprehensive-guide
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KDnuggets News, December 6: GitHub Repositories to Master Machine Learning • 5 Free Courses to Master Data Engineering
This week on KDnuggets: Discover GitHub repositories from machine learning courses, bootcamps, books, tools, interview questions, cheat sheets, MLOps platforms, and more to master ML and secure your dream job • Data engineers must prepare and manage the infrastructure and tools necessary for the whole data workflow in a data-driven company • And much, much more!https://www.kdnuggets.com/newsletter-n44-2023-12-06
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WTF is the Difference Between GBM and XGBoost?
See the substantial differences between the famous algorithms.https://www.kdnuggets.com/wtf-is-the-difference-between-gbm-and-xgboost
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Types of Visualization Frameworks
Matching your needs with your ideal visualization framework.https://www.kdnuggets.com/types-of-visualization-frameworks
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7 Reasons Why You Shouldn’t Become a Data Scientist
Is data science really the right career option for you? Well, it depends. And that is why we put together this opinionated guide with insights from data professionals.https://www.kdnuggets.com/7-reasons-why-you-shouldnt-become-a-data-scientist
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Beyond Guesswork: Leveraging Bayesian Statistics for Effective Article Title Selection
The article discusses how Bayesian multi-armed bandit algorithms can optimize digital media title selection, surpassing traditional A/B testing methods, demonstrated with a Python example, to boost audience engagement and decision-making in content creation.https://www.kdnuggets.com/beyond-guesswork-leveraging-bayesian-statistics-for-effective-article-title-selection
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5 Free Courses to Master MLOps
Have you finished learning the basics of machine learning and now wondering what's next? You're in the right place!https://www.kdnuggets.com/5-free-courses-to-master-mlops
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Introduction to Multithreading and Multiprocessing in Python
Learn about Multithreading and Multiprocessing environments using Python with their implementation and limitations.https://www.kdnuggets.com/introduction-to-multithreading-and-multiprocessing-in-python
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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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Mastering Data Science Workflows with ChatGPT
This article highlights the skills data scientists can learn to make the most use of the prowess of ChatGPT.https://www.kdnuggets.com/mastering-data-science-workflows-with-chatgpt
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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
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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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Building Predictive Models: Logistic Regression in Python
Want to learn how to build predictive models using logistic regression? This tutorial covers logistic regression in depth with theory, math, and code to help you build better models.https://www.kdnuggets.com/building-predictive-models-logistic-regression-in-python
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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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5 Free Courses to Master Data Engineering
Data engineers must prepare and manage the infrastructure and tools necessary for the whole data workflow in a data-driven company.https://www.kdnuggets.com/5-free-courses-to-master-data-engineering
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KDnuggets News, November 29: 5 Free Courses to Master Machine Learning • Stunning Data Viz with ChatGPT
This week on KDnuggets: Start learning how to build machine learning models today with these free machine learning courses • See how ChatGPT creates jaw-dropping data viz with just a few words • And much, much more!https://www.kdnuggets.com/newsletter-n43-2023-11-29
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Building a GPU Machine vs. Using the GPU Cloud
The article examines the pros and cons of building an on-premise GPU machine versus using a GPU cloud service for projects involving deep learning and artificial intelligence, analyzing factors like cost, performance, operations, and scalability.https://www.kdnuggets.com/building-a-gpu-machine-vs-using-the-gpu-cloud
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Learn Probability in Computer Science with Stanford University for FREE
Probability is one of the foundational elements of computer science. Some bootcamps will skim over the topic, however, it is integral to your computer science knowledge.https://www.kdnuggets.com/learn-probability-in-computer-science-with-stanford-university-for-free
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Beyond Human Boundaries: The Rise of SuperIntelligence
From ANI to AGI and Beyond: Deciphering AI's Evolutionary Path.https://www.kdnuggets.com/beyond-human-boundaries-the-rise-of-superintelligence
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11 Python Magic Methods Every Programmer Should Know
Want to support the behavior of built-in functions and method calls in your Python classes? Magic methods in Python let you do just that! So let’s uncover the method behind the magic.https://www.kdnuggets.com/11-python-magic-methods-every-programmer-should-know
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How Big Data Is Saving Lives in Real Time: IoV Data Analytics Helps Prevent Accidents
This posts talks about what needs to be taken care of in IoV data analysis, and shows the difference between a near real-time analytic platform and an actual real-time analytic platform with a real-world example.https://www.kdnuggets.com/how-big-data-is-saving-lives-in-real-time-iov-data-analytics-helps-prevent-accidents
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Mastering Web Scraping with BeautifulSoup
This is a great guide for anyone who wants to learn Web Scraping. It can help you understand the basics of Web Scraping with BeautifulSoup and how to use it.https://www.kdnuggets.com/mastering-web-scraping-with-beautifulsoup
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From CSV to Complete Analytical Report with ChatGPT in 5 Simple Steps
Data analysis is a time-consuming activity. With ChatGPT, we can perform data summary, data preprocessing, data visualization, and many others in a short time.https://www.kdnuggets.com/from-csv-to-complete-analytical-report-with-chatgpt-in-5-simple-steps
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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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Create Stunning Data Viz in Seconds with ChatGPT
Data scientists love it! See how ChatGPT creates jaw-dropping data viz with just a few words - it's almost unfair how easy it is.https://www.kdnuggets.com/create-stunning-data-viz-in-seconds-with-chatgpt
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Remote Work in Data Science: Pros and Cons
In this post we explored the potential challenges and pitfalls of remote work in data science.https://www.kdnuggets.com/remote-work-in-data-science-pros-and-cons
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5 Free Courses to Master Machine Learning
Are you excited to learn about and build machine learning models? Start learning today with these free machine learning courses.https://www.kdnuggets.com/5-free-courses-to-master-machine-learning
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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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Soft Skills Every Data Scientist Needs
This article is about the four key soft skills every data scientist needs, and how to work on them.https://www.kdnuggets.com/soft-skills-every-data-scientist-needs
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Will AI Replace Humanity?
Let’s discover whether AI is truly intelligent and has the potential to supersede humans.https://www.kdnuggets.com/will-ai-replace-humanity
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KDnuggets News, November 22: 7 Essential Data Quality Checks with Pandas • The 5 Best Vector Databases You Must Try in 2024
This week on KDnuggets: Learn how to perform data quality checks using pandas, from detecting missing records to outliers, inconsistent data entry and more • 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 • And much, much more!https://www.kdnuggets.com/newsletter-n42-2023-11-22
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Tackle computer science problems using both fundamental and modern algorithms in machine learning
Master algorithms, including deep learning like LSTMs, GRUs, RNNs, and Generative AI & LLMs such as ChatGPT, with Packt's 50 Algorithms Every Programmer Should Know.https://www.kdnuggets.com/2023/11/packt-tackle-computer-science-problems-fundamental-modern-algorithms-machine-learning
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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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How To Write Efficient Python Code: A Tutorial for Beginners
Are you a programmer looking to get better at Python? Learn some of Python’s features that’ll help you write more elegant and Pythonic code.https://www.kdnuggets.com/how-to-write-efficient-python-code-a-tutorial-for-beginners
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Enhance Your Python Coding Style with Ruff
Ruff's 700+ built-in lint rules, reimplemented in Rust for speed, provide comprehensive linting and formatting to enforce clean and consistent Python code.https://www.kdnuggets.com/enhance-your-python-coding-style-with-ruff
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Why You Should Not Overuse List Comprehensions in Python
List comprehensions in Python are super helpful one-liners. But if overused, they can make your code a pain to maintain. Here’s why.https://www.kdnuggets.com/why-you-should-not-overuse-list-comprehensions-in-python
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Back to Basics Week 3: Introduction to Machine Learning
Welcome back to Week 3 of KDnuggets’ "Back to Basics" series. This week, we will be diving into the world of machine learning.https://www.kdnuggets.com/back-to-basics-week-3-introduction-to-machine-learning
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5 Free Courses to Master Generative AI
Generative AI is an exciting and fast-moving area of research and application. Check out these 5 courses to get up to speed and stay ahead of the curve.https://www.kdnuggets.com/5-free-courses-to-master-generative-ai
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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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Master Data Science with the 3rd Best Online Program
Go beyond business analytics with Bay Path University's Flexible MS in Applied Data Science. Enrolling now for March.https://www.kdnuggets.com/2023/11/bay-path-master-data-science-3rd-best-online-program
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6 Problems of LLMs That LangChain is Trying to Assess
Learn how LangChain is changing the game by enhancing the use of advanced language models in technological developments.https://www.kdnuggets.com/6-problems-of-llms-that-langchain-is-trying-to-assess
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Optimizing Data Analytics: Integrating GitHub Copilot in Databricks
Integrating AI-powered pair programming tools for data analytics in Databricks optimizes and streamlines the development process, freeing up developer time for innovation.https://www.kdnuggets.com/optimizing-data-analytics-integrating-github-copilot-in-databricks
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7 Essential Data Quality Checks with Pandas
Learn how to perform data quality checks using pandas. From detecting missing records to outliers, inconsistent data entry and more.https://www.kdnuggets.com/7-essential-data-quality-checks-with-pandas
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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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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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Make Your Own GPTs with ChatGPT’s GPTs!
Want to out-GPT ChatGPT with your own GPT? Then let's GPT the GPTs!https://www.kdnuggets.com/make-your-own-gpts-with-chatgpts-gpts
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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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KDnuggets News, November 15: 10 Essential Pandas Functions • 5 Free Courses to Master Data Science
This week on KDnuggets: Check out ten Pandas functions that are important as well as handy for every data scientist • Start upskilling today with these free courses to learn programming, data analysis, and machine learning • And much, much more!https://www.kdnuggets.com/newsletter-n41-2023-11-15
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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
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7 Steps to Running a Small Language Model on a Local CPU
Discover how to run a small language model on your local CPU in just seven easy steps.https://www.kdnuggets.com/7-steps-to-running-a-small-language-model-on-a-local-cpu
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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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Getting Started with Claude 2 API
I recently gained access to Anthropic's API, and I am impressed by how easy it is to use and faster than OpenAI API.https://www.kdnuggets.com/getting-started-with-claude-2-api
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5 Free Courses to Master Data Science
Want to break into data science? Start upskilling today with these free courses to learn programming, data analysis, and machine learning.https://www.kdnuggets.com/5-free-courses-to-master-data-science
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Back to Basics Week 2: Database, SQL, Data Management and Statistical Concepts
Welcome back to Week 2 of KDnuggets’ "Back to Basics" series. This week, we delve into the vital world of Databases, SQL, Data Management, and Statistical Concepts in Data Science.https://www.kdnuggets.com/back-to-basics-week-2-database-sql-data-management-and-statistical-concepts
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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
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10 Essential Pandas Functions Every Data Scientist Should Know
This article contains ten Pandas functions that are important as well as handy for every data scientist.https://www.kdnuggets.com/10-essential-pandas-functions-every-data-scientist-should-know
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Using ChatGPT to Help Land a Data Science Job
Use the power of LLM to help you achieve your dream career.https://www.kdnuggets.com/using-chatgpt-to-help-land-a-data-science-job
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5 Step Blueprint to Your Next Data Science Problem
Ever sat there and thought about what steps you need to take to tackle your data science problem?https://www.kdnuggets.com/5-step-blueprint-to-your-next-data-science-problem
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AI + No-Code: The Viral Combo Redefining Developer Innovation
Time is the one thing developers can never get back. The author, discusses the value of low code/no code platforms backed by AI in promoting faster development times and increased business agility.https://www.kdnuggets.com/ai-no-code-the-viral-combo-redefining-developer-innovation
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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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Learn How to Design & Deploy Responsible AI Systems
Learn how to design & deploy responsible AI systems with this white paper from Teradata.https://www.kdnuggets.com/2023/11/teradata-design-deploy-responsible-ai-systems-whitepaper
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Density Kernel Depth for Outlier Detection in Functional Data
The Density Kernel Depth (DKD) method provides a nuanced approach to detect outliers in functional data, offering clarity in complex datasets and ensuring data quality. Its application becomes crucial as we navigate increasingly intricate data landscapes.https://www.kdnuggets.com/density-kernel-depth-for-outlier-detection-in-functional-data
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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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KDnuggets News, November 8: 5 Simple Steps to Master Python, SQL, Scikit-learn, PyTorch & Google Cloud • SQL for Data Visualization
This week on KDnuggets: Getting Started in 5 Steps series to help you master Python, SQL, Scikit-learn, PyTorch, and Google Cloud Platform • Unlock the Power of SQL in Data Visualization • And much, much more!https://www.kdnuggets.com/newsletter-n40-2023-11-08
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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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365 Data Science Offers Free Course Access Until Nov. 20
From November 6 (07:00 PST) to November 20 (07:00 PST), enjoy free unlimited access to 365 Data Science's comprehensive curriculum, interactive courses, practical data projects, and earn industry-recognized certificates—all at no charge.https://www.kdnuggets.com/2023/11/365datascience-offers-free-course-access-nov-20
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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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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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Getting Started with Graph Database Queries, with Cheat Sheet!
Graph databases are quickly becoming a core part of the analytics toolset for enterprise IT organizations. If you know SQL, you can easily learn Cypher and open up a huge opportunity for data analysis.https://www.kdnuggets.com/getting-started-with-graph-database-queries-with-cheat-sheet
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Back to Basics Week 1: Python Programming & Data Science Foundations
Cultivate your data science expertise with KDnuggets' Back to Basics pathway, which includes Python, data manipulation, and visualization.https://www.kdnuggets.com/back-to-basics-week-1-python-programming-data-science-foundations
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Hyperparameter Tuning: GridSearchCV and RandomizedSearchCV, Explained
Learn how to tune your model’s hyperparameters using grid search and randomized search. Also learn to implement them in scikit-learn using GridSearchCV and RandomizedSearchCV.https://www.kdnuggets.com/hyperparameter-tuning-gridsearchcv-and-randomizedsearchcv-explained
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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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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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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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Building Data Pipelines to Create Apps with Large Language Models
For production grade LLM apps, you need a robust data pipeline. This article talks about the different stages of building a Gen AI data pipeline and what is included in these stages.https://www.kdnuggets.com/building-data-pipelines-to-create-apps-with-large-language-models
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SQL for Data Visualization: How to Prepare Data for Charts and Graphs
Unlock the Power of SQL in Data Visualization: Master the Art of Preparing Data for Impactful Charts and Graphs.https://www.kdnuggets.com/sql-for-data-visualization-how-to-prepare-data-for-charts-and-graphs
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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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7 Machine Learning Algorithms You Can’t Miss
This list of machine learning algorithms is a good place to start your journey as a data scientist. You should be able to identify the most common models and use them in the right applications.https://www.kdnuggets.com/7-machine-learning-algorithms-you-cant-miss
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Monte Carlo is Kicking Off IMPACT 2023, Keynotes From Data & AI Pioneers
Register today for IMPACT 2023! Coming Nov. 4th with keynotes from four data & AI pioneers.https://www.kdnuggets.com/2023/11/monte-carlo-is-kicking-off-impact-2023-keynotes-from-data-ai-pioneers
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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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5 Free Books to Master SQL
Use this knowledge to upskill yourselves.https://www.kdnuggets.com/5-free-books-to-master-sql
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AI vs Data Analysts: Top 6 Limitations Impacting the Future of Analytics
AI have ability to reason, and generate functioning code in languages like Python, SQL, and R, they can provide impressive value with Data analysis. But can they replace data analysts?https://www.kdnuggets.com/ai-vs-data-analysts-top-6-limitations-impacting-the-future-of-analytics
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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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Novice to Ninja: Why Your Python Skills Matter in Data Science
As a data scientist, is it worthwhile leveling up your Python skills? Dive into code comparisons across expertise levels & discover if "good enough" is really enough.https://www.kdnuggets.com/novice-to-ninja-why-your-python-skills-matter-in-data-science
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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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Data Warehouses vs. Data Lakes vs. Data Marts: Need Help Deciding?
A comparative overview of data warehouses, data lakes, and data marts to help you make informed decisions on data storage solutions for your data architecture.https://www.kdnuggets.com/data-warehouses-vs-data-lakes-vs-data-marts-need-help-deciding
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Thought Propagation: An Analogical Approach to Complex Reasoning with Large Language Models
Thought Propagation is a prompt engineering technique that instructs LLMs to identify and tackle a series of problems that are similar to the original query, and then use the solutions to these similar problems to either directly generate a new answer or formulate a detailed action plan that refines the original solution.https://www.kdnuggets.com/thought-propagation-an-analogical-approach-to-complex-reasoning-with-large-language-models
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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
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7 Steps to Mastering Data Wrangling with Pandas and Python
Starting out on your data journey? Here’s a 7-step learning path to master data wrangling with pandas.https://www.kdnuggets.com/7-steps-to-mastering-data-wrangling-with-pandas-and-python