Search results for
-
Large Language Models Explained in 3 Levels of Difficulty
Simple explanations, no matter what your level is right now.https://www.kdnuggets.com/large-language-models-explained-in-3-levels-of-difficulty
-
Semantic Layers are the Missing Piece for AI-Enabled Analytics
Integrating a semantic layer with Language Learning Models (LLMs) presents a clean solution to this, particularly in the realm of AI chatbots. This combination empowers businesses to generate fast responses and reports based on their data. Leveraging AI and semantic layers is advancing business intelligence, making it easier than ever for people to interact with data.https://www.kdnuggets.com/2024/02/cube-semantic-layers-missing-piece-ai-enabled-analytics
-
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
-
What Is Data Lineage, And Why Does It Matter?
If you’ve ever had conversations with data professionals, you’ve probably heard “data lineage” pop up quite a few times. So what is data lineage all about, and why is it important?https://www.kdnuggets.com/what-is-data-lineage-and-why-does-it-matter
-
Generative AI Playground: Text-to-Image Stable Diffusion with Stability AI, Stable Diffusion XL, and CompVis on the Latest Intel® GPU
Stable Diffusion models are revolutionizing digital artistry, transforming mere text into stunning, lifelike images. Explore further here.https://www.kdnuggets.com/2024/02/intel-generative-ai-playground-text-to-image-stable-diffusion
-
3 Research-Driven Advanced Prompting Techniques for LLM Efficiency and Speed Optimization
This article has explored three promising prompting techniques that have been developed to reduce the occurrence of hallucinations in large language models.https://www.kdnuggets.com/3-research-driven-advanced-prompting-techniques-for-llm-efficiency-and-speed-optimization
-
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
-
How To Comment Your Python Code as a Data Scientist
Don’t overlook these essential aspects of programming activity.https://www.kdnuggets.com/how-to-comment-your-python-code-as-a-data-scientist
-
Synthetic Data for Machine Learning
You don't always have high-quality labeled datasets for supervised machine learning. Learn about why you should augment your real data with synthetic data as well as the ways to generate it.https://www.kdnuggets.com/synthetic-data-for-machine-learning
-
Free Data Engineering Course for Beginners
Interested in data engineering but don't know where to start? Get up to speed in data engineering fundamentals with this free course.https://www.kdnuggets.com/free-data-engineering-course-for-beginners
-
Learn Data Science on a Budget
This blog will go through platforms and courses you can take that will get you from 0-100 on your data science knowledge.https://www.kdnuggets.com/learn-data-science-on-a-budget
-
University of Cincinnati MS Business Analytics Summer 2024 Information Session
Don't miss this chance to chart your course toward a successful career in business analytics. Reserve your spot now and embark on a journey of knowledge and growth!https://www.kdnuggets.com/2024/02/uc-business-analytics-summer-2024-information-session
-
The Only Free Course You Need To Become a MLOps Engineer
Unlock the secrets to building, deploying, and monitoring models like a pro.https://www.kdnuggets.com/the-only-free-course-you-need-to-become-a-mlops-engineer
-
5 Cheap Books to Master Machine Learning
Machine Learning is a skill that everyone should have, and these cheap books would facilitate that learning process.https://www.kdnuggets.com/5-cheap-books-to-master-machine-learning
-
Navigating Today’s Data and AI Market Uncertainty
It’s more important than ever to think long-term about the analytics partnerships you forge. Are you choosing technologies that will stand the test of time? Are you choosing companies with proven track records?https://www.kdnuggets.com/2024/02/altair-navigating-todays-data-ai-market-uncertainty
-
Top 5 AI Coding Assistants You Must Try
Discover the top AI coding assistants that can 10X your productivity overnight - #5 has the best autocomplete feature, and #1 is the most advanced code assistant tool ever seen!https://www.kdnuggets.com/top-5-ai-coding-assistants-you-must-try
-
Free Data Science Interview Book to Land Your Dream Job
Are you preparing for your dream data science job but feeling overwhelmed by the vast amount of online resources? Look no further than this free and easily accessible web-based book to help you brush up on your skills and feel confident for your upcoming interview.https://www.kdnuggets.com/free-data-science-interview-book-to-land-your-dream-job
-
Generative AI Playground: LLMs with Camel-5b and Open LLaMA 3B on the Latest Intel® GPU
Intel offers a thrilling glimpse into the next generation of AI, showcasing the power of Camel-5b and Open LLaMA 3B LLMs.https://www.kdnuggets.com/2024/02/intel-generative-ai-playground-llms-with-camel-5b-and-open-llama-3b
-
Sentiment Analysis in Python: Going Beyond Bag of Words
This code based tutorial provides a brief introduction to Sentiment Analysis, a method used to predict emotions, similar to a digital psychologist.https://www.kdnuggets.com/sentiment-analysis-in-python-going-beyond-bag-of-words
-
5 Free Courses to Master Python for Data Science
Want to learn Python to kickstart your career in data? Here are five free courses to help you master Python for data science.https://www.kdnuggets.com/5-free-courses-to-master-python-for-data-science
-
Breaking Down DENSE_RANK(): A Step-by-Step Guide for SQL Enthusiasts
This article introduced you to the world of ranking functions in SQL. We will cover the basics of how they work, how they're used, and how to avoid common pitfalls.https://www.kdnuggets.com/breaking-down-denserank-a-step-by-step-guide-for-sql-enthusiasts
-
5 FREE Courses on AI and ChatGPT to Take You From 0-100
Want to learn more about AI and ChatGPT in 2024 for FREE? Keep reading.https://www.kdnuggets.com/5-free-courses-on-ai-and-chatgpt-to-take-you-from-0-100
-
The Essential Guide to SQL’s Execution Order
Discovering the Hidden Logic Behind SQL's Command Order.https://www.kdnuggets.com/the-essential-guide-to-sql-execution-order
-
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
-
Data Maturity: The Cornerstone of AI-Enabled Innovation
This article outlines strategies for overcoming data maturity challenges and accelerating AI adoption.https://www.kdnuggets.com/data-maturity-the-cornerstone-of-ai-enabled-innovation
-
The Surge in Tech Layoffs 2024: Who’s to Blame?
The number of tech layoffs since 2022 is constantly rising. Why is this happening?https://www.kdnuggets.com/the-surge-in-tech-layoffs-2024-who-to-blame
-
A Data Lake, You Call It? It’s a Data Swamp
How and why the data lake architecture often fails to meet its promises. And how better governance helps mitigate such challenges.https://www.kdnuggets.com/a-data-lake-you-call-it-it-a-data-swamp
-
OpenAI API for Beginners: Your Easy-to-Follow Starter Guide
Learn how to use OpenAI Python API for accessing language, embedding, audio, vision, and image generation models.https://www.kdnuggets.com/openai-api-for-beginners-your-easy-to-follow-starter-guide
-
Converting JSONs to Pandas DataFrames: Parsing Them the Right Way
Navigating Complex Data Structures with Python's json_normalize.https://www.kdnuggets.com/converting-jsons-to-pandas-dataframes-parsing-them-the-right-way
-
26 Data Science Interview Questions You Should Know
Learn about the most common questions asked during data science interviews. This blog covers non-technical, Python, SQL, statistics, data analysis, and machine learning questions.https://www.kdnuggets.com/26-data-science-interview-questions-you-should-know
-
Top 5 AI Podcasts You Can’t Miss in 2024
Tune in to these 5 AI podcasts at the gym or on your commute to keep up to date with the world of AI.https://www.kdnuggets.com/top-5-ai-podcasts-you-cant-miss-in-2024
-
Maximizing Efficiency in Data Analysis with ChatGPT
This article has provided a brief overview of ChatGPT and its capabilities. It also discussed the importance of efficient data analysis and the benefits of integrating it into the analysis process.https://www.kdnuggets.com/maximizing-efficiency-in-data-analysis-with-chatgpt
-
5 Free Courses to Break Into Data Analytics
Looking to make a career in data analytics? Take the first steps today with these free courses.https://www.kdnuggets.com/5-free-courses-to-break-into-data-analytics
-
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
-
Does ChatGPT Have The Potential To Become A New Chess Super Grandmaster?
Case study of LLM's ability to learn, generalize, and be creative.https://www.kdnuggets.com/does-chatgpt-have-the-potential-to-become-a-new-chess-super-grandmaster
-
A Step by Step Guide to Reading and Understanding SQL Queries
Complex queries seem intimidating, but this guide gives you insight into how to work more easily with SQL queries.https://www.kdnuggets.com/a-step-by-step-guide-to-reading-and-understanding-sql-queries
-
5 Free University Courses to Ace Coding Interviews
For acing coding interviews, you need to have a rock solid foundation in data structures and algorithms. Check out these free university courses to help you in your journey.https://www.kdnuggets.com/5-free-university-courses-to-ace-coding-interviews
-
Natural Language Processing: Bridging Human Communication with AI
The post highlights real-world examples of NLP use cases across industries. It also covers NLP's objectives, challenges, and latest research developments.https://www.kdnuggets.com/natural-language-processing-bridging-human-communication-with-ai
-
What I Learned From Using ChatGPT for Data Science
ChatGPT can be a great tool for data scientists. Here’s what I learned about where it excels and where it is less so.https://www.kdnuggets.com/what-i-learned-from-using-chatgpt-for-data-science
-
Learn with LinkedIn: Free Courses About AI
Want to learn about AI? You can for FREE with LinkedIn.https://www.kdnuggets.com/learn-with-linkedin-free-courses-about-ai
-
The Only Free Course You Need To Become a Professional Data Engineer
Data Engineering ZoomCamp offers free access to reading materials, video tutorials, assignments, homeworks, projects, and workshops.https://www.kdnuggets.com/the-only-free-course-you-need-to-become-a-professional-data-engineer
-
SQL Simplified: Crafting Modular and Understandable Queries with CTEs
Learn how to write SQL queries that are not just code but clear, modular, and reusable work.https://www.kdnuggets.com/sql-simplified-crafting-modular-and-understandable-queries-with-ctes
-
Leveraging AI to Design Fair and Equitable EV Charging Grids
Learn how AI can be used to design fair and efficient EV charging grids by optimizing their placement and pricing.https://www.kdnuggets.com/leveraging-ai-to-design-fair-and-equitable-ev-charging-grids
-
10 Advanced Git Techniques
Improve your version control skills to resolve issues and maintain a clean Git repository.https://www.kdnuggets.com/10-advanced-git-techniques
-
Supercharge Your AI Journey! Join Uplimit’s Free Building AI Products using OpenAI Course
Transform your AI aspirations into reality—join Uplimit's AI revolution!https://www.kdnuggets.com/2024/01/uplimit-supercharge-your-ai-journey-openai-course
-
How Generative AI Can Help You Improve Your Data Visualization Charts
Using Generative AI to speed up and enhance data visualization.https://www.kdnuggets.com/how-generative-ai-can-help-you-improve-your-data-visualization-charts
-
8 Free Google Courses to Land Top Paying Jobs
Learning a new skill just got better with these 10 free courses for lucrative careers.https://www.kdnuggets.com/8-free-google-courses-to-land-top-paying-jobs
-
KDnuggets News, January 24: 5 Free University Courses to Learn Data Science • Convert Unstructured Data into Structured Insights with LLMs
This week on KDnuggets: Here are five free university courses to help you get started in a data science career • Understand the unstructured data dilemma • And much, much more!https://www.kdnuggets.com/newsletter-n03-2024-01-24
-
Powering Up with Predictive GenAI
Learn what Predictive GenAI does and how it can make predictive analytics far more accessible, efficient, and meaningful for your business.https://www.kdnuggets.com/2024/01/pecan-powering-predictive-genai
-
7 Steps to Landing Your First Data Science Job
Want to make a successful career switch to data science? From learning data science concepts to cracking interviews, read this guide to move one step closer to your first data science job.https://www.kdnuggets.com/7-steps-to-landing-your-first-data-science-job
-
Top 16 Technical Data Sources for Advanced Data Science Projects
Here are data repositories that will up your data science game and improve your data projects.https://www.kdnuggets.com/top-16-technical-data-sources-for-advanced-data-science-projects
-
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
-
3 Crucial Challenges in Conversational AI Development and How to Avoid Them
Developing a conversational AI chatbot requires substantial effort. However, understanding and addressing key challenges in natural language understanding can streamline the development process.https://www.kdnuggets.com/3-crucial-challenges-in-conversational-ai-development-and-how-to-avoid-them
-
3 Interesting Uses of Python’s Context Managers
Context managers in Python help you handle resources efficiently. Let's learn how you can use them to manage database connections, subprocesses, and more.https://www.kdnuggets.com/3-interesting-uses-of-python-context-managers
-
Exploring the Zephyr 7B: A Comprehensive Guide to the Latest Large Language Model
Zephyr is a series of Large Language Models released by Hugging Face trained using distilled supervised fine-tuning (dSFT) on larger models with significantly improved task accuracy.https://www.kdnuggets.com/exploring-the-zephyr-7b-a-comprehensive-guide-to-the-latest-large-language-model
-
Enroll in a Data Science Undergraduate Program For Free
Path to a Free Self-Taught Education in Data Science for Everyone.https://www.kdnuggets.com/enroll-in-a-data-science-undergraduate-program-for-free
-
5 Super Helpful SQL Cheat Sheets You Can’t Miss!
Want to refresh your SQL skills? Bookmark these useful cheat sheets covering SQL basics, joins, window functions, and more.https://www.kdnuggets.com/5-super-helpful-sql-cheat-sheets-you-cant-miss
-
5 Ways of Converting Unstructured Data into Structured Insights with LLMs
From Chaos to Clarity: Understanding the Unstructured Data Dilemma.https://www.kdnuggets.com/5-ways-of-converting-unstructured-data-into-structured-insights-with-llms
-
5 Free University Courses to Learn Data Science
Looking to make a career in data science? Here are five free university courses to help you get started.https://www.kdnuggets.com/5-free-university-courses-to-learn-data-science
-
6 Reasons Why a Universal Semantic Layer is Beneficial to Your Data Stack
Looking to understand the universal semantic layer and how it can improve your data stack? This GigaOm Sonor report on Semantic Layers can help you delve deeper.https://www.kdnuggets.com/2024/01/cube-6-reasons-why-a-universal-semantic-layer-is-beneficial
-
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
-
KDnuggets News, January 17: 4 Steps to Become a Generative AI Developer • Pandas vs. Polars: A Comparative Analysis
This week on KDnuggets: We cover what a generative AI developer does, what tools you need to master, and how to get started • An in-depth analysis of Python DataFrame library syntax, speed, and usability... which one is best? • And much, much more!https://www.kdnuggets.com/newsletter-n02-2024-01-17
-
Discover the World of Computer Vision: Introducing MLM’s Latest OpenCV Ebook
Today, we're proud to announce a significant addition to our catalog at Machine Learning Mastery. Known for our detailed, code-centric guides, we're taking a leap further into the realms of Computer Vision with our latest offering.https://www.kdnuggets.com/2024/01/mlm-discover-the-world-of-computer-vision-ebook
-
The Top 8 Cloud Container Management Solutions of 2024
As enterprises rapidly adopt cloud-native technologies, managing containerized applications has become crucial, so this article provides practical insights on the leading container management solutions to help organizations choose the right one for their needs.https://www.kdnuggets.com/the-top-8-cloud-container-management-solutions-of-2024
-
Turn Your Laptop Into a Personal Analytics Engine with DuckDB and MotherDuck
Bring the powerful tools to your laptop.https://www.kdnuggets.com/turn-your-laptop-into-a-personal-analytics-engine-with-duckdb-and-motherduck
-
Read This Before Making a Career Switch to Data Science
From Skill Assessment to Networking: Your Roadmap to Thriving in the World of Data Science.https://www.kdnuggets.com/read-this-before-making-a-career-switch-to-data-science
-
SQL Group By and Partition By Scenarios: When and How to Combine Data in Data Science
Learn the generic scenarios and techniques of grouping and aggregating data, partitioning and ranking data in SQL, which will be very helpful in reporting requirements.https://www.kdnuggets.com/sql-group-by-and-partition-by-scenarios-when-and-how-to-combine-data-in-data-science
-
Breaking Down Quantum Computing: Implications for Data Science and AI
This article has explored the impact of quantum computing on data science and AI. We will look at the fundamental concepts of quantum computing and the key terms that are used in the field. We will also cover the challenges that lie ahead for quantum computing and how they can be overcome.https://www.kdnuggets.com/breaking-down-quantum-computing-implications-for-data-science-and-ai
-
Running Mixtral 8x7b On Google Colab For Free
Learn how to run the advanced Mixtral 8x7b model on Google Colab using LLaMA C++ library, maximizing quality output with limited compute requirements.https://www.kdnuggets.com/running-mixtral-8x7b-on-google-colab-for-free
-
Are We Undervaluing Simple Models?
Never underestimate any algorithms that we can use.https://www.kdnuggets.com/are-we-undervaluing-simple-models
-
Read This Before You Take Any Free Data Science Course
Free courses are a great way to explore data science. But you do pay for free courses with your time, energy, and motivation. Consider these 7 things before starting a free Data Science course.https://www.kdnuggets.com/read-this-before-you-take-any-free-data-science-course
-
Pandas vs. Polars: A Comparative Analysis of Python’s Dataframe Libraries
An in-depth analysis of their syntax, speed, and usability. Which one is the best to use when working with data?https://www.kdnuggets.com/pandas-vs-polars-a-comparative-analysis-of-python-dataframe-libraries
-
4 Steps to Become a Generative AI Developer
In this post, we will cover what a generative AI developer does, what tools you need to master, and how to get started.https://www.kdnuggets.com/4-steps-to-become-a-generative-ai-developer
-
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
-
5 Coding Tasks ChatGPT Can’t Do
This is a pretty good list of what ChatGPT can't do. But it's not exhaustive. ChatGPT can generate pretty good code from scratch, but it can't do anything that would take your job.https://www.kdnuggets.com/5-coding-tasks-chatgpt-cant-do
-
Can Data Governance Address AI Fatigue?
This post explains how data governance can help data scientists handle AI fatigue and build robust models.https://www.kdnuggets.com/can-data-governance-address-ai-fatigue
-
A/B Testing: A Comprehensive Guide
A/B testing is a method of comparing two versions of a web page, app, or other product to see which one performs better. This article covers the basics of A/B testing, how to design and run an effective experiment, and how to analyze and interpret the results.https://www.kdnuggets.com/ab-testing-a-comprehensive-guide
-
Phi-2: Small LMs that are Doing Big Things
Microsoft's small language model (SLM) has big things for the tech world!https://www.kdnuggets.com/phi-2-small-lms-that-are-doing-big-things
-
Survey: Machine Learning Projects Still Routinely Fail to Deploy
Eric Siegel highlights the chronic under-deployment of ML projects, with only 22% of data scientists saying their revolutionary initiatives usually deploy, and a lack of stakeholder visibility and detailed planning as key issues, in his industry survey and book "The AI Playbook."https://www.kdnuggets.com/survey-machine-learning-projects-still-routinely-fail-to-deploy
-
Enroll in a 4-year Computer Science Degree Program For Free
Enroll in the free OSSU Computer Science degree program and launch your career in tech today. Learn from high-quality courses from professors from leading universities like MIT, Harvard, and Princeton.https://www.kdnuggets.com/enroll-in-a-4-year-computer-science-degree-program-for-free
-
Data Cleaning in SQL: How To Prepare Messy Data for Analysis
Want to clean your messy data so you can start analyzing it with SQL? Learn how to handle missing values, duplicate records, outliers, and much more.https://www.kdnuggets.com/data-cleaning-in-sql-how-to-prepare-messy-data-for-analysis
-
Using Lightning AI Studio For Free
Use Lightning AI Cloud IDE for free to experiment, train, and deploy your AI models.https://www.kdnuggets.com/using-lightning-ai-studio-for-free
-
How Multimodality Makes LLM Alignment More Challenging
The addition of multimodal abilities to ChatGPT via GPT-4 allows users to use images and text together, expanding its functions but posing new challenges. Aligning this mix of data demands careful curation and presents ethical considerations, requiring developers to obtain high-quality training data and navigate complex issues for ethical alignment.https://www.kdnuggets.com/how-multimodality-makes-llm-alignment-more-challenging
-
Level 50 Data Scientist: Python Libraries to Know
This article will help you understand the different tools of Data Science used by experts for Data Visualization, Model Building, and Data Manipulation.https://www.kdnuggets.com/level-50-data-scientist-python-libraries-to-know
-
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
-
Too Many Python Versions to Manage? Pyenv to the Rescue
Looking for a painless way to manage multiple Python versions? Pyenv is all you need.https://www.kdnuggets.com/too-many-python-versions-to-manage-pyenv-to-the-rescue
-
Run an LLM Locally with LM Studio
Ever wanted to run an LLM on your computer? You can do so now, with the free and powerful LM studio.https://www.kdnuggets.com/run-an-llm-locally-with-lm-studio
-
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
-
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
-
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
-
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
-
Back to Basics Pathway
Kickstart your 2024 with KDnuggets Back to Basics Data Science pathway!https://www.kdnuggets.com/back-to-basics-pathway
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
Types of Visualization Frameworks
Matching your needs with your ideal visualization framework.https://www.kdnuggets.com/types-of-visualization-frameworks
-
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
-
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
-
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