Search results for Business Models

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• 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

• 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

• 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

• 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

• 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

• 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

• 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

• 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

• 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

• 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

• 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

• 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

• 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

• 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

• 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

• 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

• 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

• 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

• 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

• 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

• Why You Need To Know About Autonomous AI Agents

  A beginner's guide to understanding autonomous AI agents and their importance.

  https://www.kdnuggets.com/2023/06/need-know-autonomous-ai-agents.html

• Introducing OpenChat: The Free & Simple Platform for Building Custom Chatbots in Minutes

  Teach your chatbots any topic by connecting them to resources like PDFs, websites, Notion, Confluence, and Office 365.

  https://www.kdnuggets.com/2023/06/introducing-openchat-free-simple-platform-building-custom-chatbots-minutes.html

• 2023 AI Index Report: AI Trends We Can Expect in the Future

  Several key points from the report prepare us for what lies ahead with AI.

  https://www.kdnuggets.com/2023/06/2023-ai-index-report-ai-trends-expect-future.html

• KDnuggets News, June 14: GPT4All Your Free Local ChatGPT! • Falcon LLM: The Open-Source King

  GPT4All is the Local ChatGPT for your Documents and it is Free! • Falcon LLM: The New King of Open-Source LLMs • Getting Started with ReactPy • Mastering the Art of Data Storytelling: A Guide for Data Scientists • How to Optimize SQL Queries for Faster Data Retrieval

  https://www.kdnuggets.com/2023/n22.html

• The Effects of ChatGPT in Schools and Why It’s Getting Banned

  Many schools are banning ChatGPT for plagiarism, accuracy and privacy concerns. However, the chatbot could help students and teachers with the right application.

  https://www.kdnuggets.com/2023/06/effects-chatgpt-schools-getting-banned.html

• How to MLOps like a Boss: A Guide to Machine Learning without Tears

  If you have ever emailed a .pickle file to engineers for deployment, this is for YOU!

  https://www.kdnuggets.com/2023/06/mlops-like-boss-guide-machine-learning-without-tears.html

• Ten Years of AI in Review

  From image classification to chatbot therapy.

  https://www.kdnuggets.com/2023/06/ten-years-ai-review.html

• A Playbook to Scale MLOps

  MLOps teams are pressured to advance their capabilities to scale AI. We teamed up with Ford Motors to explore how to scale MLOps within an organization and how to get started.

  https://www.kdnuggets.com/2023/06/playbook-scale-mlops.html

• 5 Best Practices for Data Science Team Collaboration

  Five ways to help your data science team collaborate more effectively and ensure projects deliver real business value.

  https://www.kdnuggets.com/2023/06/5-best-practices-data-science-team-collaboration.html

• Essential MLOps: A Free eBook

  Check out this free ebook on the essentials of machine learning operations.

  https://www.kdnuggets.com/2023/06/essential-mlops-free-ebook.html

• The Top AutoML Frameworks You Should Consider in 2023

  AutoML frameworks are powerful tool for data analysts and machine learning specialists that can automate data preprocessing, model selection, hyperparameter tuning, and even perform complex tasks like feature engineering.

  https://www.kdnuggets.com/2023/05/best-automl-frameworks-2023.html

• LLM Apocalypse Now: Revenge of the Open Source Clones

  This is a story about how open-source projects are taking on the LLM industry.

  https://www.kdnuggets.com/2023/05/llm-apocalypse-revenge-open-source-clones.html

• Integrating ChatGPT Into Data Science Workflows: Tips and Best Practices

  Looking to integrate ChatGPT into your data science workflow? Here’s an example along with tips and best practices to get the most out of ChatGPT for data science.

  https://www.kdnuggets.com/2023/05/integrating-chatgpt-data-science-workflows-tips-best-practices.html

• Introducing MPT-7B: A New Open-Source LLM

  An LLM Trained on 1T Tokens of Text and Code by MosaicML Foundation Series.

  https://www.kdnuggets.com/2023/05/introducing-mpt7b-new-opensource-llm.html

• How to Efficiently Scale Data Science Projects with Cloud Computing

  This article discusses the key components that contribute to the successful scaling of data science projects. It covers how to collect data using APIs, how to store data in the cloud, how to clean and process data, how to visualize data, and how to harness the power of data visualization through interactive dashboards.

  https://www.kdnuggets.com/2023/05/efficiently-scale-data-science-projects-cloud-computing.html

• Fighting AI with AI Fraud Monitoring for Deepfake Applications

  An overview of Deepfake, and how they are being used to perpetuate financial fraud.

  https://www.kdnuggets.com/2023/05/fighting-ai-ai-fraud-monitoring-deepfake-applications.html

• Managing Model Drift in Production with MLOps

  MLOps for model drift management: Learn about ensuring the accuracy and performance of machine learning models in production.

  https://www.kdnuggets.com/2023/05/managing-model-drift-production-mlops.html

• Exploratory Data Analysis Techniques for Unstructured Data

  Learn how to find million-dollar insights from the data using exploratory analysis for your next data science project with Python.

  https://www.kdnuggets.com/2023/05/exploratory-data-analysis-techniques-unstructured-data.html

• The Rise of ChatOps/LMOps

  Has there always been a rise in ChatOps and LMOps, or will it happen after the release of ChatGPT and Google Bard?

  https://www.kdnuggets.com/2023/05/rise-chatopslmops.html

• MLOps Best Practices You Should Know

  Implement these tips to improve your MLOps skills and workflows.

  https://www.kdnuggets.com/2023/04/mlops-best-practices-know.html

• The Ethics of AI: Navigating the Future of Intelligent Machines

  Why does the continuous growth and future of intelligent machines concern ethics?

  https://www.kdnuggets.com/2023/04/ethics-ai-navigating-future-intelligent-machines.html

• Data Analytics: The Four Approaches to Analyzing Data and How To Use Them Effectively

  You will learn about descriptive analytics, data warehousing, machine learning, and big data.

  https://www.kdnuggets.com/2023/04/data-analytics-four-approaches-analyzing-data-effectively.html

• The Role of the MLOps Engineer in an Organization

  Interested in becoming an MLOps engineer? Start today by learning more about the MLOps engineer role.

  https://www.kdnuggets.com/2023/04/role-mlops-engineer-organization.html

• Baby AGI: The Birth of a Fully Autonomous AI

  Introducing the new fully autonomous task manager that can create, track and prioritize your company's projects using artificial intelligence.

  https://www.kdnuggets.com/2023/04/baby-agi-birth-fully-autonomous-ai.html

• 10 Hurdles of Building a Deep Tech Startup in the Age of ChatGPT

  This article provides an overview of the unique challenges faced by deep tech startups, including technical complexity, regulatory hurdles, and financial risks.

  https://www.kdnuggets.com/2023/04/10-hurdles-building-deep-tech-startup-age-chatgpt.html

• 11 Best Practices of Cloud and Data Migration to AWS Cloud

  list of Best Practices compiled from our learnings during our migration journey to the AWS cloud.

  https://www.kdnuggets.com/2023/04/11-best-practices-cloud-data-migration-aws-cloud.html

• Post GPT-4: Answering Most Asked Questions About AI

  Is AI overhyped, or is there a valid reason to be afraid?

  https://www.kdnuggets.com/2023/04/post-gpt4-answering-asked-questions-ai.html

• Exploring Unsupervised Learning Metrics

  Improves your data science skill arsenals with these metrics.

  https://www.kdnuggets.com/2023/04/exploring-unsupervised-learning-metrics.html

• Beyond Accuracy: Evaluating & Improving a Model with the NLP Test Library

  John Snow Labs has learned a lot about testing and delivering Responsible NLP models: not only in terms of policies and goals, but by building day-to-day tools for data scientists. The nlptest library aims to share these tools with the open-source community.

  https://www.kdnuggets.com/2023/04/john-snow-beyond-accuracy-nlp-test-library.html

• Best Architecture for Your Text Classification Task: Benchmarking Your Options

  We want to show a real-life example of text classification models based on the most recent algorithms and pre-trained models with their respective benchmarks.

  https://www.kdnuggets.com/2023/04/best-architecture-text-classification-task-benchmarking-options.html

• Top 19 Skills You Need to Know in 2023 to Be a Data Scientist

  Skills like the ability to clean, transform, statistically analyze, visualize, communicate, and predict data.

  https://www.kdnuggets.com/2023/04/top-19-skills-need-know-2023-data-scientist.html

• Introducing the Testing Library for Natural Language Processing

  Deliver reliable, safe and effective NLP models.

  https://www.kdnuggets.com/2023/04/introducing-testing-library-natural-language-processing.html

• 5 Data Management Challenges with Solutions

  This report provides an overview of the challenges that arise in data management and the solutions that can help overcome these challenges.

  https://www.kdnuggets.com/2023/04/5-data-management-challenges-solutions.html

• A Complete Collection of Data Science Free Courses – Part 2

  The second part covers the list of Machine Learning, Deep Learning, Computer Vision, Natural Language Processing, Data Engineering, and MLOps.

  https://www.kdnuggets.com/2023/03/complete-collection-data-science-free-courses-part-2.html

• Automate the Boring Stuff with GPT-4 and Python

  Speed up your daily workflows by getting AI to write Python code in seconds.

  https://www.kdnuggets.com/2023/03/automate-boring-stuff-chatgpt-python.html

• How Data Science Can Transform Mobile App Development?

  Data science is an intelligent and powerful technology. By knowing how to use data science in mobile app development you can achieve great results.

  https://www.kdnuggets.com/2023/03/data-science-transform-mobile-app-development.html

• Google Answer to ChatGPT by Adding Generative AI into Docs and Gmail

  What does Google have in the works for Google Docs and Gmail? How will this benefit you and your business?

  https://www.kdnuggets.com/2023/03/google-answer-chatgpt-adding-generative-ai-docs-gmail.html

• 3 Mistakes That Could Be Affecting the Accuracy of Your Data Analytics

  As more companies are starting to rely on big data, more companies are also misanalyzing the data that they receive. Is your company one of them? These are the top three mistakes that companies commonly make that affect the accuracy of their data analytics.

  https://www.kdnuggets.com/2023/03/3-mistakes-could-affecting-accuracy-data-analytics.html

• Automated Machine Learning with Python: A Comparison of Different Approaches

  These four automated machine learning tools will help you build ML models quickly for your Data Science projects.

  https://www.kdnuggets.com/2023/03/automated-machine-learning-python-comparison-different-approaches.html

• A Complete Collection of Data Science Free Courses – Part 1

  The first part covers the list of Programming, Web scraping, Statistics & Probability, Data Analytics, SQL, and Business Intelligence free courses.

  https://www.kdnuggets.com/2023/03/complete-collection-data-science-free-courses-part-1.html

• Multi-label NLP: An Analysis of Class Imbalance and Loss Function Approaches

  In this comprehensive article, we have demonstrated that a seemingly simple task of multi-label text classification can be challenging when traditional methods are applied. We have proposed the use of distribution-balancing loss functions to tackle the issue of class imbalance.

  https://www.kdnuggets.com/2023/03/multilabel-nlp-analysis-class-imbalance-loss-function-approaches.html

• Top Machine Learning Papers to Read in 2023

  These curated papers would step up your machine-learning knowledge.

  https://www.kdnuggets.com/2023/03/top-machine-learning-papers-read-2023.html

• NoSQL Databases and Their Use Cases

  Learn about NoSQL Databases and their types like key-value, document, graph and column family with their use cases.

  https://www.kdnuggets.com/2023/03/nosql-databases-cases.html

• Dealing with Position Bias in Recommendations and Search

  People click on top items in search and recommendations more often because they are on top, not because of their relevancy. How can this problem be solved?

  https://www.kdnuggets.com/2023/03/dealing-position-bias-recommendations-search.html

• Key Factors Affecting the Time to Insights

  This report provides an overview of the key factors affecting the time to insights, including the benefits of BI and the need for tailored solutions.

  https://www.kdnuggets.com/2023/03/key-factors-affecting-time-insights.html

• Master the Power of Data Analytics: The Four Approaches to Analyzing Data

  Learn about descriptive analytics, data warehousing, machine learning, and big data.

  https://www.kdnuggets.com/2023/03/master-power-data-analytics-four-approaches-analyzing-data.html

• A List of 7 Best Data Modeling Tools for 2023

  Learn about data modeling tools to create, design and manage data models, allowing data scientists to access and use them more quickly.

  https://www.kdnuggets.com/2023/03/list-7-best-data-modeling-tools-2023.html

• Must Read NLP Papers from the Last 12 Months

  The era of large language models is here now.

  https://www.kdnuggets.com/2023/03/must-read-nlp-papers-last-12-months.html

• Machine Learning Algorithms Explained in Less Than 1 Minute Each

  Learn about some of the most well known machine learning algorithms in less than a minute each.

  https://www.kdnuggets.com/2022/07/machine-learning-algorithms-explained-less-1-minute.html

• Top 5 Advantages That CatBoost ML Brings to Your Data to Make it Purr

  This article outlines the advantages of CatBoost as a GBDTs for interpreting data sources that are highly categorical or contain missing data points.

  https://www.kdnuggets.com/2023/02/top-5-advantages-catboost-ml-brings-data-make-purr.html

• 5 SQL Visualization Tools for Data Engineers

  This article will discuss SQL visualization, its role in augmenting the modern-day data engineer, and five categories of SQL visualization tools.

  https://www.kdnuggets.com/2023/02/5-sql-visualization-tools-data-engineers.html

• ChatGPT, GPT-4, and More Generative AI News

  A short review of developments in the AI world.

  https://www.kdnuggets.com/2023/02/chatgpt-gpt4-generative-ai-news.html

• 5 Statistical Paradoxes Data Scientists Should Know

  Knowing these 5 statistical paradoxes is essential for data scientists to improve their analyses and machine learning models.

  https://www.kdnuggets.com/2023/02/5-statistical-paradoxes-data-scientists-know.html

• Is Data Science a Dying Career?

  At the end of the day, the value a data scientist provides to an organization lies in their ability to apply data to real-world use cases.

  https://www.kdnuggets.com/2022/01/data-science-dying-career.html

• Why Data Scientists Expect Flawed Advice From Google Bard

  First reported by Reuters, Bard returned an inaccurate response, leading to a drop in Alphabet’s (GOOGL) stock price by as much as 9% on the day of the demonstration. For many in the data community, this did not come as a surprise; here’s why.

  https://www.kdnuggets.com/2023/02/data-scientists-expect-flawed-advice-google-bard.html

• Learn Data Engineering From These GitHub Repositories

  Kickstart your Data Engineering career with these curated GitHub repositories.

  https://www.kdnuggets.com/2023/02/learn-data-engineering-github-repositories.html

• 5 Free Tools For Detecting ChatGPT, GPT3, and GPT2

  Top free tools to check research papers, thesis, assignments, documentation, and draft for AI content detection.

  https://www.kdnuggets.com/2023/02/5-free-tools-detecting-chatgpt-gpt3-gpt2.html

• How to Implement a Federated Learning Project with Healthcare Data

  Learn about Federated Learning and how you can use it in the healthcare sector.

  https://www.kdnuggets.com/2023/02/implement-federated-learning-project-healthcare-data.html

• 20 Questions (with Answers) to Detect Fake Data Scientists: ChatGPT Edition, Part 2

  Can ChatGPT provide answers to data science questions to the same standard of humans? Check out this attempt to do so, and compare the answers to those from experts.

  https://www.kdnuggets.com/2023/02/20-questions-detect-fake-data-scientists-chatgpt-2.html

• From Data Collection to Model Deployment: 6 Stages of a Data Science Project

  Here are 6 stages of a novel Data Science Project; From Data Collection to Model in Production, backed by research and examples.

  https://www.kdnuggets.com/2023/01/data-collection-model-deployment-6-stages-data-science-project.html

• Scaling Data Management Through Apache Gobblin

  Software companies can manage big data at a hyper-scale on different infrastructure stacks using Apache Gobblin.

  https://www.kdnuggets.com/2023/01/scaling-data-management-apache-gobblin.html

• Beginner’s Guide to Cloud Computing

  Learn how cloud computing works, different types of models, top cloud platforms, and applications.

  https://www.kdnuggets.com/2023/01/beginner-guide-cloud-computing.html

• Where Collaboration Fails Around Data (And 4 Tips for Fixing It)

  Data-driven organizations require complex collaboration between data teams and business stakeholders. Here are 4 proactive tips for reducing information asymmetries and achieving better collaboration.

  https://www.kdnuggets.com/2023/01/collaboration-fails-around-data-4-tips-fixing.html

• 3 Things I Wish I Knew When I Started Data Science

  Looking back and realizing how I was wrong about the data science career.

  https://www.kdnuggets.com/2023/01/3-things-wish-knew-started-data-science.html

• Data Science Minimum: 10 Essential Skills You Need to Know to Start Doing Data Science

  Data science is ever-evolving, so mastering its foundational technical and soft skills will help you be successful in a career as a Data Scientist, as well as pursue advance concepts, such as deep learning and artificial intelligence.

  https://www.kdnuggets.com/2020/10/data-science-minimum-10-essential-skills.html

• Key Data Science, Machine Learning, AI and Analytics Developments of 2022

  It's the end of the year, and so it's time for KDnuggets to assemble a team of experts and get to the bottom of what the most important data science, machine learning, AI and analytics developments of 2022 were.

  https://www.kdnuggets.com/2022/12/key-data-science-machine-learning-ai-analytics-developments-2022.html

• How To Find The Best Data Science Remote Jobs

  Learn Why, What, and How about the best data science remote jobs.

  https://www.kdnuggets.com/2022/12/find-best-data-science-remote-jobs.html

• How To Overcome The Fear of Math and Learn Math For Data Science

  Many aspiring Data Scientists, especially when self-learning, fail to learn the necessary math foundations. These recommendations for learning approaches along with references to valuable resources can help you overcome a personal sense of not being "the math type" or belief that you "always failed in math."

  https://www.kdnuggets.com/2021/03/overcome-fear-learn-math-data-science.html

• How I Tripled My Income With Data Science in 18 Months

  After losing the Job, I taught myself data science and tripled my income.

  https://www.kdnuggets.com/2021/10/tripled-my-income-data-science-18-months.html

• The Complete MLOps Study Roadmap

  Kickstart your career as an MLOps Engineer with this study roadmap.

  https://www.kdnuggets.com/2022/12/complete-mlops-study-roadmap.html

• How to Set Yourself Apart from Other Applicants with Data-Centric AI

  This article is designed to help you prepare for the job market and get yourself noticed in the industry.

  https://www.kdnuggets.com/2022/12/set-apart-applicants-datacentric-ai.html

• From Data to Verse: KDnuggets and ChatGPT in Conversation

  KDnuggets recently had the opportunity to sit down with newly-released acclaimed artificial intelligence ChatGTP from OpenAI. What we found during the course of conversation was both interesting and surprising. Read on to find out what ChatGPT knew about data science and much more.

  https://www.kdnuggets.com/2022/12/kdnuggets-chatgpt-conversation.html

• Memory Complexity with Transformers

  What’s the problem with running a transformer model on a book with 1 million tokens? What can be a solution to this problem?

  https://www.kdnuggets.com/2022/12/memory-complexity-transformers.html

• The Complete Machine Learning Study Roadmap

  Find out where you need to be to start your Machine Learning journey and what you need to do to succeed in the field.

  https://www.kdnuggets.com/2022/12/complete-machine-learning-study-roadmap.html

• Top 10 Data Science Myths Busted

  The data science field is full of job opportunities, yet there is still a lot of confusion about what data scientists actually do. This confusion is largely due to the many myths that exist about the role of a data scientist. In this article, we will bust the top 10 myths about data science. By the end of this article, you will have a better understanding of the role of a data scientist and what it takes to be one.

  https://www.kdnuggets.com/2022/12/top-10-data-science-myths-busted.html

• 3 Approaches to Data Imputation

  Learn about data imputation and 3 ways in which to implement it using Python.

  https://www.kdnuggets.com/2022/12/3-approaches-data-imputation.html

• How I Got 4 Data Science Offers and Doubled My Income 2 Months After Being Laid Off

  In this blog, I shared my story on getting 4 data science job offers including Airbnb, Lyft and Twitter after being laid off. Any data scientist who was laid off due to the pandemic or who is actively looking for a data science position can find something here to which they can relate.

  https://www.kdnuggets.com/2021/01/data-science-offers-doubled-income-2-months.html

• How to Democratize AI/ML and Data Science with AI-generated Synthetic Data

  Synthetic data generation is a solution that allows citizen data scientists and auto ML users to quickly and safely create and use business-critical data assets. Benefits go beyond democratizing data access, and even those with privileged data access build synthetic data generators into their workflows.

  https://www.kdnuggets.com/2022/11/mostly-ai-democratize-aiml-data-science-aigenerated-synthetic-data.html

• Data Science Projects That Can Help You Solve Real World Problems

  The best way to learn Data Science is by solving real-world problems with the data and building your own portfolio. In this article, we will discuss three projects that you can work on to build your portfolio and impress interviewers.

  https://www.kdnuggets.com/2022/11/data-science-projects-help-solve-real-world-problems.html

• What Google Recommends You do Before Taking Their Machine Learning or Data Science Course

  First steps to learning data science & machine learning are the foundations.

  https://www.kdnuggets.com/2021/10/google-recommends-before-machine-learning-data-science-course.html

• The Complete Data Engineering Study Roadmap

  Everything you need to know to start your career in Data Engineering.

  https://www.kdnuggets.com/2022/11/complete-data-engineering-study-roadmap.html

• What To Expect for AI Quality Trends In 2023

  Based on the recent discussions with dozens of Fortune 500 data science teams, we can expect to see a continued spotlight on AI model quality in 2023.

  https://www.kdnuggets.com/2022/11/expect-ai-quality-trends-2023.html

• How LinkedIn Uses Machine Learning To Rank Your Feed

  In this post, you will learn to clarify business problems & constraints, understand problem statements, select evaluation metrics, overcome technical challenges, and design high-level systems.

  https://www.kdnuggets.com/2022/11/linkedin-uses-machine-learning-rank-feed.html

• 15 More Free Machine Learning and Deep Learning Books

  Check out this second list of 15 FREE ebooks for learning machine learning and deep learning.

  https://www.kdnuggets.com/2022/11/15-free-machine-learning-deep-learning-books.html

• The Ultimate Guide To Different Word Embedding Techniques In NLP

  A machine can only understand numbers. As a result, converting text to numbers, called embedding text, is an actively researched topic. In this article, we review different word embedding techniques for converting text into vectors.

  https://www.kdnuggets.com/2021/11/guide-word-embedding-techniques-nlp.html

• The AI Education Gap and How to Close It

  AI education is broken, how do we solve it? Individuals end up learning a specific tool or tactic in a vacuum. They are missing the real-world applicability and collaboration that is critical to building impactful AI solutions in line with the organization’s strategy.

  https://www.kdnuggets.com/2022/11/ai-education-gap-close.html

• The Current State of Data Science Careers

  If you’re someone in data science or aiming to get into a data science career, this article will give you a comprehensive analysis of the state of the field.

  https://www.kdnuggets.com/2022/10/current-state-data-science-careers.html

• Graphs: The natural way to understand data

  Graph Algorithms for Data Science is a hands-on guide to working with graph-based data in applications like machine learning, fraud detection, and business data analysis. Filled with fascinating and fun projects, demonstrating the ins-and-outs of graphs.

  https://www.kdnuggets.com/2022/10/manning-graphs-natural-way-understand-data.html

• Machine Learning on the Edge

  Edge ML involves putting ML models on consumer devices where they can independently run inferences without an internet connection, in real-time, and at no cost.

  https://www.kdnuggets.com/2022/10/machine-learning-edge.html

• The ABCs of NLP, From A to Z

  There is no shortage of tools today that can help you through the steps of natural language processing, but if you want to get a handle on the basics this is a good place to start. Read about the ABCs of NLP, all the way from A to Z.

  https://www.kdnuggets.com/2022/10/abcs-nlp-a-to-z.html

• Top 10 MLOps Tools to Optimize & Manage Machine Learning Lifecycle

  As more businesses experiment with data, they realize that developing a machine learning (ML) model is only one of many steps in the ML lifecycle.

  https://www.kdnuggets.com/2022/10/top-10-mlops-tools-optimize-manage-machine-learning-lifecycle.html

• Easy Guide To Data Preprocessing In Python

  Preprocessing data for machine learning models is a core general skill for any Data Scientist or Machine Learning Engineer. Follow this guide using Pandas and Scikit-learn to improve your techniques and make sure your data leads to the best possible outcome.

  https://www.kdnuggets.com/2020/07/easy-guide-data-preprocessing-python.html

• Is OLAP Dead?

  OLAP enables citizen analysts to quickly, efficiently, and cost-effectively uncover new business insights at a reduced time-to-value.

  https://www.kdnuggets.com/2022/10/olap-dead.html

• Why TinyML Cases Are Becoming Popular?

  This article will provide an overview of what TinyML is, its use cases, and why it is becoming more popular.

  https://www.kdnuggets.com/2022/10/tinyml-cases-becoming-popular.html

• KDnuggets News, October 19: 3 Valuable Skills That Have Doubled My Income as a Data Scientist • The Complete Free PyTorch Course for Deep Learning

  3 Valuable Skills That Have Doubled My Income as a Data Scientist • The Complete Free PyTorch Course for Deep Learning • 7 Free Platforms for Building a Strong Data Science Portfolio • Mathematics for Machine Learning: The Free eBook • 25 Advanced SQL Interview Questions for Data Scientists

  https://www.kdnuggets.com/2022/n41.html

• 5 Free Courses to Master Calculus

  Calculus is one of the foundational pillars of understanding the mathematics behind machine learning algorithms. The post shares five free courses to help you master calculus and learn its real-world applications.

  https://www.kdnuggets.com/2022/10/5-free-courses-master-calculus.html

• Explaining Explainable AI for Conversations

  Something is missing in artificial intelligence – trust.

  https://www.kdnuggets.com/2022/10/explaining-explainable-ai-conversations.html

• How to Build a Data Science Enablement Team: A Complete Guide

  A Data Science Enablement Team consists of people from various departments like marketing, sales, product development, etc. They are responsible for providing the necessary tools and resources to help the data scientists do their job more efficiently.

  https://www.kdnuggets.com/2022/10/build-data-science-enablement-team-complete-guide.html

• 10 Cheat Sheets You Need To Ace Data Science Interview

  The only cheat you need for a job interview and data professional life. It includes SQL, web scraping, statistics, data wrangling and visualization, business intelligence, machine learning, deep learning, NLP, and super cheat sheets.

  https://www.kdnuggets.com/2022/10/10-cheat-sheets-need-ace-data-science-interview.html

• Debunking the Myth of the Citizen Data Scientist

  While there are some benefits to having citizen data scientists, they are no silver bullet – and they certainly aren’t a replacement for true data scientists.

  https://www.kdnuggets.com/2022/10/debunking-myth-citizen-data-scientist.html

• 11 Questions About Data Engineers: What’s the profession about, and where’s it heading?

  I hope my answers will be useful to novice data engineers and anyone interested in data engineering.

  https://www.kdnuggets.com/2022/10/11-questions-data-engineers-profession-heading.html

• AI in FinTech: Managing the Finance of the Future

  Digital transformation is evolving, and so is the fintech industry by implementing AI trends and leveraging several benefits, such as optimizing productivity, increasing ROI, and enhancing security.

  https://www.kdnuggets.com/2022/10/ai-fintech-managing-finance-future.html

• Key-Value Databases, Explained

  Among the four big NoSQL database types, key-value stores are probably the most popular ones due to their simplicity and fast performance. Let’s further explore how key-value stores work and what are their practical uses.

  https://www.kdnuggets.com/2021/04/nosql-explained-understanding-key-value-databases.html

• Which Metric Should I Use? Accuracy vs. AUC

  Depending on the problem you’re trying to solve, one metric may be more insightful than another.

  https://www.kdnuggets.com/2022/10/metric-accuracy-auc.html

• 8 Ways to Improve Your Search Application this Week

  There are many places to start improving and optimizing and it’s easy to get bogged down. The good news is that there are several easy ways to improve your search application’s quality and performance.

  https://www.kdnuggets.com/2022/09/corise-8-ways-improve-search-application-week.html