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• Tailor ChatGPT to Fit Your Needs with Custom Instructions

  OpenAI has recently introduced custom instructions to get the most out of ChatGPT.

  https://www.kdnuggets.com/2023/08/tailor-chatgpt-fit-needs-custom-instructions.html

• Top Posts July 31 – August 6: Forget ChatGPT, This New AI Assistant Is Leagues Ahead

  Forget ChatGPT, This New AI Assistant Is Leagues Ahead and Will Change the Way You Work Forever • 3 Ways to Access GPT-4 for Free • ChatGPT Code Interpreter: Do Data Science in Minutes • 7 Steps to Mastering Data Cleaning and Preprocessing Techniques • Introduction to Statistical Learning, Python Edition: Free Book

  https://www.kdnuggets.com/2023/08/top-posts-week-0731-0806.html

• 5 Python Packages For Geospatial Data Analysis

  This article discusses the importance of geospatial analysis and introduces five essential Python packages for effectively handling and visualizing valuable insights from geospatial data.

  https://www.kdnuggets.com/2023/08/5-python-packages-geospatial-data-analysis.html

• This Week in AI, August 7: Generative AI Comes to Jupyter & Stack Overflow • ChatGPT Updates

  "This Week in AI" on KDnuggets provides a weekly roundup of the latest happenings in the world of Artificial Intelligence. Covering a wide range of topics from recent headlines, scholarly articles, educational resources, to spotlight research, the post is designed to keep readers up-to-date and informed about the ever-evolving field of AI.

  https://www.kdnuggets.com/2023/mm/this-week-ai-2023-08-07.html

• Fundamentals Of Statistics For Data Scientists and Analysts

  Key statistical concepts for your data science or data analysis journey.

  https://www.kdnuggets.com/2023/08/fundamentals-statistics-data-scientists-analysts.html

• CDC Data Replication: Techniques, Tradeoffs, Insights

  The author discusses common use cases for CDC data replication, implementation techniques and their tradeoffs, and firsthand insights.

  https://www.kdnuggets.com/2023/08/cdc-data-replication-techniques-tradeoffs-insights.html

• The Importance of Data Cleaning in Data Science

  This article provides an overview of the importance of data cleaning in data science. It explains what data cleaning is, the benefits of using it, and the commonly used tools.

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

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

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

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

• I Created An AI App In 3 Days

  After being impressed by ChatGPT, I created an innovative AI cover letter generator that matches user skills to job requirements to automate customized and relevant application letters.

  https://www.kdnuggets.com/2023/08/created-ai-app-3-days.html

• Multilabel Classification: An Introduction with Python’s Scikit-Learn

  Learn how to develop Multilabel Classifier in your work.

  https://www.kdnuggets.com/2023/08/multilabel-classification-introduction-python-scikitlearn.html

• SQL For Data Science: Understanding and Leveraging Joins

  Learn how to use different joins in SQL and how this helps you in data science.

  https://www.kdnuggets.com/2023/08/sql-data-science-understanding-leveraging-joins.html

• Breaking the Data Barrier: How Zero-Shot, One-Shot, and Few-Shot Learning are Transforming Machine Learning

  Discover the concepts of Zero-Shot, One-Shot, and Few-Shot Learning, which enable machine learning models to classify and recognize objects or patterns with a limited number of examples.

  https://www.kdnuggets.com/2023/08/breaking-data-barrier-zeroshot-oneshot-fewshot-learning-transforming-machine-learning.html

• 7 Steps to Mastering Data Cleaning and Preprocessing Techniques

  Are you trying to solve your first data science project? This tutorial will help you to guide you step by step to prepare your dataset before applying the machine learning model.

  https://www.kdnuggets.com/2023/08/7-steps-mastering-data-cleaning-preprocessing-techniques.html

• KDnuggets News, August 2: ChatGPT Code Interpreter: Fast Data Science • Can’t Keep Up? Catch up on This Week in AI

  ChatGPT Code Interpreter: Do Data Science in Minutes • This Week in AI • Introduction to Statistical Learning, Python Edition: Free Book • 8 Programming Languages For Data Science to Learn in 2023 • Mastering GPUs: A Beginner's Guide to GPU-Accelerated DataFrames in Python

  https://www.kdnuggets.com/2023/n28.html

• Inflection-1: The Next Frontier of Personal AI

  Introducing Inflection-1: Inflection.AI’s in-house LLM using Pi.ai which is catered to your unique needs.

  https://www.kdnuggets.com/2023/08/inflection1-next-frontier-personal-ai.html

• Using SHAP Values for Model Interpretability in Machine Learning

  Discover how SHAP can help you understand the impact of model features on predictions.

  https://www.kdnuggets.com/2023/08/shap-values-model-interpretability-machine-learning.html

• KDnuggets Top Posts for June 2023: GPT4All is the Local ChatGPT for your Documents and it is Free!

  GPT4All is the Local ChatGPT for your Documents and it is Free! • Falcon LLM: The New King of Open-Source LLMs • 10 ChatGPT Plugins for Data Science Cheat Sheet • ChatGPT for Data Science Interview Cheat Sheet • Noteable Plugin: The ChatGPT Plugin That Automates Data Analysis • 3 Ways to Access Claude AI for Free • What are Vector Databases and Why Are They Important for LLMs? • A Data Scientist’s Essential Guide to Exploratory Data Analysis

  https://www.kdnuggets.com/2023/07/top-posts-jun-2023.html

• Transforming AI with LangChain: A Text Data Game Changer

  Learn how to unleash this Python library to enhance our AI usage.

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

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

  Pythia is a suite of 16 large language models by Eleuther AI. It helps understand and analyze autoregressive large language models during training and scaling.

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

• Mastering Regular Expressions with Python

  This article dives deep into the world of regular expressions with Python, providing a comprehensive guide for anyone looking to master this complex yet powerful tool, with detailed explanations and code examples.

  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

  "This Week in AI" on KDnuggets provides a weekly roundup of the latest happenings in the world of Artificial Intelligence. Covering a wide range of topics from recent headlines, scholarly articles, educational resources, to spotlight research, the post is designed to keep readers up-to-date and informed about the ever-evolving field of AI.

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

• Introducing OpenLLM: Open Source Library for LLMs

  A user-friendly platform for operating large language models (LLMs) in production, with features such as fine-tuning, serving, deployment, and monitoring of any LLMs.

  https://www.kdnuggets.com/2023/07/introducing-openllm-open-source-library-llms.html

• Multivariate Time-Series Prediction with BQML

  Google's BQML can be used to make time series models, and recently it was updated to create multivariate time series models. With the simple code, this article shows how to use it to predict multivariate time series and it can be more powerful than a univariate time series model in this article.

  https://www.kdnuggets.com/2023/07/multivariate-timeseries-prediction-bqml.html

• Keras 3.0: Everything You Need To Know

  Unlock the power of AI collaboration with Keras 3.0! Seamlessly switch between TensorFlow, JAX, and PyTorch, revolutionizing your deep learning projects. Read now and stay ahead in the world of AI.

  https://www.kdnuggets.com/2023/07/keras-30-everything-need-know.html

• LGBMClassifier: A Getting Started Guide

  This tutorial explores the LightGBM library in Python to build a classification model using the LGBMClassifier class.

  https://www.kdnuggets.com/2023/07/lgbmclassifier-gettingstarted-guide.html

• Introduction to Data Science: A Beginner’s Guide

  This article is a guide for new data scientists, and it's designed to help you get started quickly. It's meant to be a starting point, but if you're already in the market for a new job, you may want to read this article more.

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

• Introduction to Statistical Learning, Python Edition: Free Book

  The highly anticipated Python edition of Introduction to Statistical Learning is here. And you can read it for free! Here’s everything you need to know about the book.

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

• 8 Programming Languages For Data Science to Learn in 2023

  Are you interested in Data Science? This blog will help you kickstart or advance your data science career. You'll learn about the most popular programming languages data scientists use to clean, analyze, visualize, and model data.

  https://www.kdnuggets.com/2023/07/8-programming-languages-data-science-learn-2023.html

• An MLOps Mindset: Always Production-Ready

  A lack of an ML production mindset from the beginning of a project can lead to surprises later on, especially during production time, resulting in re-modeling and delayed time-to-market.

  https://www.kdnuggets.com/2023/07/mlops-mindset-always-productionready.html

• ChatGPT Code Interpreter: Do Data Science in Minutes

  This new ChatGPT plugin can analyze data, write Python code, and build machine-learning models.

  https://www.kdnuggets.com/2023/07/chatgpt-code-interpreter-data-science-minutes.html

• Unlock the Power of AI – A Special Release by KDnuggets and Machine Learning Mastery

  We are excited to announce a collaboration between Machine Learning Mastery and KDnuggets, our brand new ebook, "Maximizing Productivity with ChatGPT," to enrich your Machine Learning journey.

  https://www.kdnuggets.com/2023/07/mlm-unlock-power-ai-special-release-kdnuggets-machine-learning-mastery.html

• 5 Mistakes I Made While Switching to Data Science Career

  Learn from my mistakes and avoid making the same mistakes.

  https://www.kdnuggets.com/2023/07/5-mistakes-made-switching-data-science-career.html

• Clustering Unleashed: Understanding K-Means Clustering

  Learn how to find hidden patterns and extract meaningful insights using Unsupervised Learning with the K-Means clustering algorithm.

  https://www.kdnuggets.com/2023/07/clustering-unleashed-understanding-kmeans-clustering.html

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

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

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

• Mastering GPUs: A Beginner’s Guide to GPU-Accelerated DataFrames in Python

  RAPIDS cuDF, with its pandas-like API, enables data scientists and engineers to quickly tap into the immense potential of parallel computing on GPUs–with just a few code line changes. Read on for more.

  https://www.kdnuggets.com/2023/07/mastering-gpus-beginners-guide-gpu-accelerated-dataframes-python.html

• Advance your Career with the 3rd Best Online Master’s in Data Science Program

  Convenient one and two-year schedules. Enrolling now for October 2023 and March 2024.

  https://www.kdnuggets.com/2023/07/bay-path-advance-career-3rd-best-online-masters-data-science-program.html

• Unlocking the Power of Numbers in Health Economics and Outcomes Research

  Learn about the quantitative challenges that are present in HEOR research and how statistics can be used to address these issues.

  https://www.kdnuggets.com/2023/07/unlocking-power-numbers-health-economics-outcomes-research.html

• Everything You Need About the LLM University by Cohere

  Want to kickstart a new career with LLMs? Or want to transfer to the next big thing in tech? You can do so now with the LLM University by Cohere.

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

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

  This is an overview of the "Textbooks Are All You Need" paper, highlighting the Phi-1 model's success using high-quality synthetic textbook data for AI training.

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

• Unlock the Secrets to Choosing the Perfect Machine Learning Algorithm!

  When working on a data science problem, one of the most important choices to make is selecting the appropriate machine learning algorithm.

  https://www.kdnuggets.com/2023/07/ml-algorithm-choose.html

• Pandas: How to One-Hot Encode Data

  In this article, we will explore how to utilize the Pandas for One-Hot encoding categorical data.

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

• Free Generative AI Courses by Google

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

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

• Free From Google: Generative AI Learning Path

  Want to keep updated about Generative AI? Check these free courses and resources from Google Cloud.

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

• How SAS can help catapult practitioners’ careers

  Let's explore the journeys of SAS users who harnessed the power of SAS to unlock new opportunities and achieve their career goals.

  https://www.kdnuggets.com/2023/07/sas-help-catapult-practitioners-careers.html

• What is Superalignment & Why It is Important?

  Addressing the potential risks associated with superintelligence systems.

  https://www.kdnuggets.com/2023/07/superalignment-important.html

• The Drag-and-Drop UI for Building LLM Flows: Flowise AI

  Don’t have any coding experience? Don’t worry. Check out this drag-and-drop tool that helps you to build your own customized LLM flows. And guess what, you don’t have to be a tech professional!

  https://www.kdnuggets.com/2023/07/draganddrop-ui-building-llm-flows-flowise-ai.html

• Unlock DataOps Success with DataOps.live: Featured in Gartner Market Guide!

  To learn more about the DataOps market, download your free copy of the Gartner Market Guide for DataOps Tools.

  https://www.kdnuggets.com/2023/07/dataopslive-unlock-dataops-success-featured-gartner-market-guide-2.html

• Exploring the Power and Limitations of GPT-4

  Unveiling GPT-4: Deciphering its impact on data science and exploring its strengths and boundaries.

  https://www.kdnuggets.com/2023/07/exploring-power-limitations-gpt4.html

• Forget PIP, Conda, and requirements.txt! Use Poetry Instead And Thank Me Later

  Pain-free dependency management is finally here.

  https://www.kdnuggets.com/2023/07/forget-pip-conda-requirementstxt-poetry-instead-thank-later.html

• A Beginner’s Guide to Data Engineering

  So you want to break into data engineering? Start today by learning more about data engineering and the fundamental concepts.

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

• Generative AI with Large Language Models: Hands-On Training

  This 2-hour training covers LLMs, their capabilities, and how to develop and deploy them. It uses hands-on code demos in Hugging Face and PyTorch Lightning.

  https://www.kdnuggets.com/2023/07/generative-ai-large-language-models-handson-training.html

• GPT-4 Details Have Been Leaked!

  What has OpenAI been keeping in the woodwork about GPT-4?

  https://www.kdnuggets.com/2023/07/gpt4-details-leaked.html

• GPT-Engineer: Your New AI Coding Assistant

  GPT-Engineer is an AI-powered application builder that generates codebases from project descriptions. It simplifies building applications, including our key-value database example, and works well with GPT-4.

  https://www.kdnuggets.com/2023/07/gpt-engineer-ai-coding-assistant.html

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

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

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

• Data storytelling – the art of telling stories through data

  Data Storytelling with Python Altair and Generative AI teaches you how to turn raw data into effective, insightful data stories. You’ll learn exactly what goes into an effective data story, then combine your Python data skills with the Altair library and AI tools to rapidly create amazing visualizations.

  https://www.kdnuggets.com/2023/07/manning-data-storytelling-the-art-telling-stories-data.html

• Ensuring Reliable Few-Shot Prompt Selection for LLMs

  Data-centric techniques for better Few-Shot Prompting when applying LLMs to Noisy Real-World Data.

  https://www.kdnuggets.com/2023/07/ensuring-reliable-fewshot-prompt-selection-llms.html

• Data access is severely lacking in most companies, and 71% believe synthetic data can help

  MOSTLY AI has conducted the first-ever synthetic data survey in the data science AI/ML community. Check out the results here.

  https://www.kdnuggets.com/2023/07/mostly-data-access-severely-lacking-synthetic-data-help.html

• ChatGPT Dethroned: How Claude Became the New AI Leader

  Putting the world to shame.

  https://www.kdnuggets.com/2023/07/chatgpt-dethroned-claude-became-new-ai-leader.html

• Neural Networks and Deep Learning: A Textbook (2nd Edition)

  The second edition of the book Neural Networks and Deep Learning is now available. This book covers both classical and modern models in deep learning. The book is intended to be a textbook for universities, and it covers the theoretical and algorithmic aspects of deep learning. The second edition is significantly expanded and covers many modern topics such as graph neural networks, adversarial learning, attention mechanisms, transformers, and large language models.

  https://www.kdnuggets.com/2023/07/aggarwal-neural-networks-deep-learning-textbook-2nd-edition.html

• H1 2023 Analytics & Data Science Spend & Trends Report

  The All Things Insights and marketing analytics and data science community completed an extensive survey covering what executives are thinking, how they’re spending and the issues and opportunities they face. Grab your free copy now.

  https://www.kdnuggets.com/2023/07/h1-2023-analytics-data-science-spend-trends-report.html

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

  A guide to using ChatGPT for exploratory data analysis. Use ChatGPT to explore a dataset, generate visualizations, and gain insights.

  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

  Auto-CoT prompting method has LLMs automatically generate their own demonstrations to prompt complex reasoning, using diversity-based sampling and zero-shot generation, reducing human effort in creating prompts. Experiments show it matches performance of manual prompting across reasoning tasks.

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

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

  6 months of 2023 has gone by like that. Here’s a recap of what the major data science and AI advancements have been in the first half of 2023.

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

• Docker Tutorial for Data Scientists

  Interested in learning Docker for data science? Learn the basics of Docker and containerize data science apps in minutes.

  https://www.kdnuggets.com/2023/07/docker-tutorial-data-scientists.html

• Unlock DataOps Success with DataOps.live – Featured in Gartner Market Guide!

  To learn more about the DataOps market, download your free copy of the Gartner Market Guide for DataOps Tools.

  https://www.kdnuggets.com/2023/07/dataopslive-unlock-dataops-success-featured-gartner-market-guide.html

• A Practical Approach To Feature Engineering In Machine Learning

  This article discussed the importance of feature learning in machine learning and how it can be implemented in simple, practical steps.

  https://www.kdnuggets.com/2023/07/practical-approach-feature-engineering-machine-learning.html

• Database Optimization: Exploring Indexes in SQL

  Learn about Indexing in SQL and how you can increase the retrieval speed of the SELECT queries and WHERE clauses.

  https://www.kdnuggets.com/2023/07/database-optimization-exploring-indexes-sql.html

• Exploring Tree of Thought Prompting: How AI Can Learn to Reason Through Search

  New approach represents problem-solving as search over reasoning steps for large language models, allowing strategic exploration and planning beyond left-to-right decoding. This improves performance on challenges like math puzzles and creative writing, and enhances interpretability and applicability of LLMs.

  https://www.kdnuggets.com/2023/07/exploring-tree-of-thought-prompting-ai-learn-reason-through-search.html

• Mistakes That Newbie Data Scientists Should Avoid

  Check out this list of common mistakes that data science newbies make, so you know what to avoid in your job search journey.

  https://www.kdnuggets.com/2022/06/mistakes-newbie-data-scientists-avoid.html

• Where Does AI Happen?

  Which sector should aspiring researchers flock toward? Academia or industry?

  https://www.kdnuggets.com/2023/07/kdd-where-does-ai-happen.html

• 2023 Data Scientists Salaries

  How much do data scientists make?

  https://www.kdnuggets.com/2023/07/2023-data-scientists-salaries.html

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

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

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

• 7 Steps to Mastering Data Science Project Management with Agile

  In a data science project, you typically have the following management tools: Waterfall, Agile, and Hybrid Methodology. In this blog, in particular, we will focus on Agile.

  https://www.kdnuggets.com/2023/07/7-steps-mastering-data-science-project-management-agile.html

• Will 300 million Jobs really be Exposed or Lost to AI Replacement?

  The authors of the Goldman Sachs report suggest that 300 million jobs might be affected by AI replacement. Here’s why reason to be both cautious and hopeful.

  https://www.kdnuggets.com/2023/07/300-million-jobs-really-exposed-lost-ai-replacement.html

• Building AI Products with OpenAI: A Free Course from CoRise

  Check out this free course from CoRise, in collaboration with OpenAI, on building AI products.

  https://www.kdnuggets.com/2023/07/corise-building-ai-products-openai-free-course-corise.html

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

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

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

• Why is DuckDB Getting Popular?

  DuckDB combines the simplicity and ease of use of SQLite with the analytical performance of specialized columnar databases. Learn more with Python examples.

  https://www.kdnuggets.com/2023/07/duckdb-getting-popular.html

• Here Are the AI Tools I Use Along With My Skills to Make $10,000 Monthly — No BS

  And discover how you can maximize your earnings with AI.

  https://www.kdnuggets.com/2023/07/ai-tools-along-skills-make-10000-monthly-bs.html

• Exploring the Latest Trends in AI/DL: From Metaverse to Quantum Computing

  The author discusses several emerging trends in Artificial Intelligence and Deep Learning such as Metaverse and Quantum Computing.

  https://www.kdnuggets.com/2023/07/exploring-latest-trends-aidl-metaverse-quantum-computing.html

• A Gentle Introduction to Support Vector Machines

  A guide to understanding support vector machines for classification: from theory to scikit-learn implementation.

  https://www.kdnuggets.com/2023/07/gentle-introduction-support-vector-machines.html

• Segment Anything Model: Foundation Model for Image Segmentation

  Understanding Meta AI Latest Universal Segmentation Model.

  https://www.kdnuggets.com/2023/07/segment-anything-model-foundation-model-image-segmentation.html

• Reinforcement Learning: Teaching Computers to Make Optimal Decisions

  Reinforcement learning basics to get your feet wet. Learn the components and key concepts in the reinforcement learning framework: from agents and rewards to value functions, policy, and more.

  https://www.kdnuggets.com/2023/07/reinforcement-learning-teaching-computers-make-optimal-decisions.html

• 5 Free Courses on ChatGPT

  Want to keep up with the hype around ChatGPT? Want to be ahead of the game? Continue reading this blog to learn about 5 FREE courses on ChatGPT.

  https://www.kdnuggets.com/2023/07/5-free-courses-chatgpt.html

• Unraveling the Power of Chain-of-Thought Prompting in Large Language Models

  This article delves into the concept of Chain-of-Thought (CoT) prompting, a technique that enhances the reasoning capabilities of large language models (LLMs). It discusses the principles behind CoT prompting, its application, and its impact on the performance of LLMs.

  https://www.kdnuggets.com/2023/07/power-chain-thought-prompting-large-language-models.html

• Introduction to Safetensors

  Introducing a new tool that offers speed, efficiency, cross-platform compatibility, user-friendliness, and security for deep learning applications.

  https://www.kdnuggets.com/2023/07/introduction-safetensors.html

• Overcoming Imbalanced Data Challenges in Real-World Scenarios

  Techniques to address imbalanced data in the context of classification, while keeping the data distribution in mind.

  https://www.kdnuggets.com/2023/07/overcoming-imbalanced-data-challenges-realworld-scenarios.html

• A Guide to Data Science Project Management Methodologies

  Project management can be one of the biggest challenges in data science projects. Learn how you can ensure your project management methods are down-packed and effective.

  https://www.kdnuggets.com/2023/07/guide-data-science-project-management-methodologies.html

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

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

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

• Data Science Project of Rotten Tomatoes Movie Rating Prediction: Second Approach

  Predicting Movie Status Based on Review Sentiment.

  https://www.kdnuggets.com/2023/07/data-science-project-rotten-tomatoes-movie-rating-prediction-second-approach.html

• 5 Highest-paid Languages to Learn This Year

  Level up your coding skills by learning the hottest programming languages to boost your career and fatten your paycheck!.

  https://www.kdnuggets.com/2023/07/5-highestpaid-languages-learn-year.html

• I Used ChatGPT (Every Day) for 5 Months. Here Are Some Hidden Gems That Will Change Your Life

  Transform your life with these ChatGPT’s hidden gems.

  https://www.kdnuggets.com/2023/07/used-chatgpt-every-day-5-months-hidden-gems-change-life.html

• Data Scaling with Python

  How to scale your data to render it suitable for model building.

  https://www.kdnuggets.com/2023/07/data-scaling-python.html

• Top Posts June 26 – July 2: 3 Ways to Access GPT-4 for Free

  3 Ways to Access GPT-4 for Free • Evolution of the Data Landscape • AI Chrome Extensions for Data Scientists Cheat Sheet • 7 Ways ChatGPT Makes You Code Better and Faster • A Comparison of Machine Learning Algorithms in Python and R

  https://www.kdnuggets.com/2023/07/top-posts-week-0626-0702.html

• In-Database Analytics: Leveraging SQL’s Analytic Functions

  Learn about various SQL Analytic functions like RANK(), NTILE(), CUME_DIST() and more to leverage your data analysis skills to the next level.

  https://www.kdnuggets.com/2023/07/indatabase-analytics-leveraging-sql-analytic-functions.html

• Always Learning: How AI Prevents Data Breaches

  This article discusses the use of Artificial Intelligence to prevent data breaches. It discusses how AI can be used to detect malicious activity and identify patterns in data that can be flagged, which can help security teams take action to mitigate threats.

  https://www.kdnuggets.com/2023/07/always-learning-ai-prevents-data-breaches.html

• ChatGPT CLI: Transform Your Command-Line Interface Into ChatGPT

  A simple way to use the GPT model in your command prompt.

  https://www.kdnuggets.com/2023/07/chatgpt-cli-transform-commandline-interface-chatgpt.html

• How to Build a Streaming Semi-structured Analytics Platform on Snowflake

  Building a datalake for semi-structured data or json has always been challenging. Imagine if the json documents are streaming or continuously flowing from healthcare vendors then we need a robust modern architecture that can deal with such a high volume. At the same time analytics layer also needs to be created so as to generate value from it.

  https://www.kdnuggets.com/2023/07/build-streaming-semistructured-analytics-platform-snowflake.html

• Build AI Chatbot in 5 Minutes with Hugging Face and Gradio

  Learn to create a Gradio chatbot using low code techniques directly in your browser with this easy-to-follow tutorial.

  https://www.kdnuggets.com/2023/06/build-ai-chatbot-5-minutes-hugging-face-gradio.html

• Will ChatGPT Replace Data Scientists?

  Every job is at risk. Here’s how you can AI-proof your career.

  https://www.kdnuggets.com/2023/06/chatgpt-replace-data-scientists.html

• Stable Diffusion: Basic Intuition Behind Generative AI

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

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

• 5 Free Books on Natural Language Processing to Read in 2023

  Large language models are getting released left right and center, and if you want to understand them better you need to know about NLP. Here are 5 Free books to help you.

  https://www.kdnuggets.com/2023/06/5-free-books-natural-language-processing-read-2023.html

• Generate Music From Text Using Google MusicLM

  Introducing Google's latest AI Music model breakthrough.

  https://www.kdnuggets.com/2023/06/generate-music-text-google-musiclm.html

• KDnuggets News, June 28: 10 ChatGPT Plugins for Data Science Cheat Sheet • The ChatGPT Plugin That Automates Data Analysis

  10 ChatGPT Plugins for Data Science Cheat Sheet • Noteable Plugin: The ChatGPT Plugin That Automates Data Analysis • 3 Ways to Access Claude AI for Free • What are Vector Databases and Why Are They Important for LLMs? • A Data Scientist’s Essential Guide to Exploratory Data Analysis

  https://www.kdnuggets.com/2023/n23.html

• AI Chrome Extensions for Data Scientists Cheat Sheet

  KDnuggets' latest cheat sheet presents you with an impressive array of advanced tools and resources designed to support your data science game. They cover a wide range of applications, from understanding complex scientific literature to writing high-quality manuscripts and more.

  https://www.kdnuggets.com/2023/06/ai-chrome-extensions-data-scientists-cheat-sheet.html

• Data Science Project of Rotten Tomatoes Movie Rating Prediction: First Approach

  Predicting Movie Status Based on Numerical and Categorical Features.

  https://www.kdnuggets.com/2023/06/data-science-project-rotten-tomatoes-movie-rating-prediction-first-approach.html

• From Theory to Practice: Building a k-Nearest Neighbors Classifier

  The k-Nearest Neighbors Classifier is a machine learning algorithm that assigns a new data point to the most common class among its k closest neighbors. In this tutorial, you will learn the basic steps of building and applying this classifier in Python.

  https://www.kdnuggets.com/2023/06/theory-practice-building-knearest-neighbors-classifier.html

• Evolution of the Data Landscape

  The article follows the story of evolution in the data space through the lens of evolutionary patterns. It talks of the state of significant milestones in the evolutionary journey, their achievements, challenges, and the next milestone that solved those challenges. The article comes from both a business and technical perspective, owing to the persona of the authors.

  https://www.kdnuggets.com/2023/06/evolution-data-landscape.html

• The Importance of Reproducibility in Machine Learning

  And how approaches to better data management, version control, and experiment tracking can help build reproducible ML pipelines.

  https://www.kdnuggets.com/2023/06/importance-reproducibility-machine-learning.html

• Unveiling Midjourney 5.2: A Leap Forward in AI Image Generation

  Discover the latest advancements in AI image generation with Midjourney 5.2. This article provides an in-depth look at the new features and improvements, including the innovative 'Zoom Out' feature, 'Make Square' tool, and enhanced 'Stylize' command. Learn how these features are revolutionizing the field of AI artistry.

  https://www.kdnuggets.com/2023/06/unveiling-midjourney-52-leap-forward.html

• Top Posts June 19-25: 3 Ways to Access GPT-4 for Free

  3 Ways to Access GPT-4 for Free • Noteable Plugin: The ChatGPT Plugin That Automates Data Analysis • 3 Ways to Access Claude AI for Free • A Data Scientist'€™s Essential Guide to Exploratory Data Analysis • What are Vector Databases and Why Are They Important for LLMs?

  https://www.kdnuggets.com/2023/06/top-posts-week-0619-0625.html

• Enter your data synthesis innovations to reform policing, win cash

  Enter the Innovations in Measuring Community Perceptions Challenge from the National Institute of Justice by July 31 and win prizes totaling $175,000.

  https://www.kdnuggets.com/2023/06/nij-enter-data-synthesis-innovations-reform-policing-win-cash.html

• ChatGPT Plugins: Everything You Need To Know

  Learn more about the third-party plugins that OpenAI have rolled out to understand ChatGPTs in real-world use.

  https://www.kdnuggets.com/2023/06/chatgpt-plugins-everything-need-know.html

• Forecasting Future Events: The Capabilities and Limitations of AI and ML

  Have you ever wondered how fortune tellers, astrologers, or our well-known Baba Vanga used to predict future events? Or have you ever questioned whether AI and ML have the capabilities to predict future events as Baba Vanga did? For suppose if AI and ML have the capabilities, then up to how extent can it predict? I am writing this to give answers to these types of questions.

  https://www.kdnuggets.com/2023/06/forecasting-future-events-capabilities-limitations-ai-ml.html

• A Comparison of Machine Learning Algorithms in Python and R

  This list of the most commonly used machine learning algorithms in Python and R is intended to help novice engineers and enthusiasts get familiar with the most commonly used algorithms.

  https://www.kdnuggets.com/2023/06/machine-learning-algorithms-python-r.html

• 7 Ways ChatGPT Makes You Code Better and Faster

  From project planning to producing production-ready code, ChatGPT is your trusty companion throughout the entire development process, offering valuable assistance every step of the way.

  https://www.kdnuggets.com/2023/06/7-ways-chatgpt-makes-code-better-faster.html

• From Unstructured to Structured Data with LLMs

  Learn how to use large language models to extract insights from documents for analytics and ML at scale. Join this webinar and live tutorial to learn how to get started.

  https://www.kdnuggets.com/2023/06/predibase-unstructured-structured-data-llms.html

• Noteable Plugin: The ChatGPT Plugin That Automates Data Analysis

  Fast forward your EDA process using this ChatGPT plugin.

  https://www.kdnuggets.com/2023/06/noteable-plugin-chatgpt-plugin-automates-data-analysis.html

• Stop Hard Coding in a Data Science Project – Use Config Files Instead

  How to efficiently interact with config files in Python.

  https://www.kdnuggets.com/2023/06/stop-hard-coding-data-science-project-config-files-instead.html

• More Free Courses on Large Language Models

  Interested in learning about large language models? Get up and running with these free courses from DeepLearning.AI, Google Cloud, Udacity, and more.

  https://www.kdnuggets.com/2023/06/free-courses-large-language-models.html

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

  The Rise of ChatGPT.

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

• Mastering NLP Job Interviews

  What is NLP, and what types of questions related to NLP can you expect at the NLP-related job interviews?

  https://www.kdnuggets.com/2022/10/nlp-interview-questions.html

• KDnuggets Top Posts for May 2023: Mojo Lang: The New Programming Language

  Mojo Lang: The New Programming Language • Pandas AI: The Generative AI Python Library • Machine Learning with ChatGPT Cheat Sheet • Stop Doing this on ChatGPT and Get Ahead of the 99% of its Users • Bard for Data Science Cheat Sheet • Free ChatGPT Course: Use The OpenAI API to Code 5 Projects • Top 10 Tools for Detecting ChatGPT, GPT-4, Bard, and other LLMs • HuggingChat Python API: Your No-Cost Alternative

  https://www.kdnuggets.com/2023/06/top-posts-may-2023.html

• What Can We Expect From GPT-5?

  The moment we’ve all been waiting for - GPT-5 and the impressive capabilities of its predecessor, GPT-4.

  https://www.kdnuggets.com/2023/06/expect-gpt5.html

• Closing the Gap Between Human Understanding and Machine Learning: Explainable AI as a Solution

  This article elaborates on the importance of Explainable AI (XAI), what the challenges in building interpretable AI models are, and some practical guidelines for companies to build XAI models.

  https://www.kdnuggets.com/2023/06/closing-gap-human-understanding-machine-learning-explainable-ai-solution.html

• Making Predictions: A Beginner’s Guide to Linear Regression in Python

  Learn everything about the most popular Machine Learning algorithm, Linear Regression, with its Mathematical Intuition and Python implementation.

  https://www.kdnuggets.com/2023/06/making-predictions-beginner-guide-linear-regression-python.html

• A Data Scientist’s Essential Guide to Exploratory Data Analysis

  Best practices, techniques, and tools to fully understand your data.

  https://www.kdnuggets.com/2023/06/data-scientist-essential-guide-exploratory-data-analysis.html

• Orca LLM: Simulating the Reasoning Processes of ChatGPT

  Orca is a 13B parameter model that learns to imitate the reasoning processes of LFMs. It uses progressive learning and teacher assistance from ChatGPT to overcome capacity gaps. By leveraging rich signals from GPT-4, Orca enhances its capabilities and improves imitation learning performance.

  https://www.kdnuggets.com/2023/06/orca-llm-reasoning-processes-chatgpt.html

• A Practical Guide to Transfer Learning using PyTorch

  In this article, we’ll learn to adapt pre-trained models to custom classification tasks using a technique called transfer learning. We will demonstrate it for an image classification task using PyTorch, and compare transfer learning on 3 pre-trained models, Vgg16, ResNet50, and ResNet152.

  https://www.kdnuggets.com/2023/06/practical-guide-transfer-learning-pytorch.html

• 3 Ways to Access Claude AI for Free

  Experience one of the leading conversational AI models without subscription fees.

  https://www.kdnuggets.com/2023/06/3-ways-access-claude-ai-free.html

• Using RAPIDS cuDF to Leverage GPU in Feature Engineering

  Improving Performance by Replacing Pandas with cuDF in Creating Data Frames and Engineering Features and Integrating with Google Colab.

  https://www.kdnuggets.com/2023/06/rapids-cudf-leverage-gpu-feature-engineering.html