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Found 6294 documents, 6023 searched:

• Building a Convolutional Neural Network with PyTorch

  This blog post provides a tutorial on constructing a convolutional neural network for image classification in PyTorch, leveraging convolutional and pooling layers for feature extraction as well as fully-connected layers for prediction.

  https://www.kdnuggets.com/building-a-convolutional-neural-network-with-pytorch

• Gartner Hype Cycle for AI in 2023

  Let’s dive into how the AI landscape has rapidly evolved with the advent of new Generative AI technologies.

  https://www.kdnuggets.com/gartner-hype-cycle-for-ai-in-2023

• 30 Years of Data Science: A Review From a Data Science Practitioner

  A review from a data science practitioner.

  https://www.kdnuggets.com/30-years-of-data-science-a-review-from-a-data-science-practitioner

• Introduction to Deep Learning Libraries: PyTorch and Lightning AI

  Simple explanation of PyTorch and Lightning AI.

  https://www.kdnuggets.com/introduction-to-deep-learning-libraries-pytorch-and-lightning-ai

• Top 5 Free Alternatives to GPT-4

  Think GPT-4 is a big deal? These Generative AI newbies are already stealing the show!

  https://www.kdnuggets.com/top-5-free-alternatives-to-gpt4

• Effective Small Language Models: Microsoft’s 1.3 Billion Parameter phi-1.5

  Learn about Microsoft’s 1.3 billion parameter model that has outperformed Llama 2’s 7-billion parameters model on several benchmarks.

  https://www.kdnuggets.com/effective-small-language-models-microsoft-phi-15

• Optimizing Data Storage: Exploring Data Types and Normalization in SQL

  Learn about the data types and normalization techniques in SQL, which will be very helpful for optimizing your data storage.

  https://www.kdnuggets.com/optimizing-data-storage-exploring-data-types-and-normalization-in-sql

• Exploring Neural Networks

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

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

• How Generative AI is disrupting data practices

  The release of Language Learning Model (LLM) ChatGPT by OpenAI in November of last year opened the floodgates leading to alternatives including Google Bard and Microsoft Bing and Gen AI has proved massively disruptive, with businesses seeking to explore how they can apply the technology.

  https://www.kdnuggets.com/2023/09/reed-generative-ai-disrupting-data-practices

• Traditional AI vs Generative AI

  Helping beginners understand the difference between traditional AI and generative AI.

  https://www.kdnuggets.com/traditional-ai-vs-generative-ai

• Your Features Are Important? It Doesn’t Mean They Are Good

  “Feature Importance” is not enough. You also need to look at “Error Contribution” if you want to know which features are beneficial for your model.

  https://www.kdnuggets.com/your-features-are-important-it-doesnt-mean-they-are-good

• Machine Learning Evaluation Metrics: Theory and Overview

  High-level exploration of evaluation metrics in machine learning and their importance.

  https://www.kdnuggets.com/machine-learning-evaluation-metrics-theory-and-overview

• Kick Ass Midjourney Prompts with Poe

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

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

• Feature Store Summit 2023: Practical Strategies for Deploying ML Models in Production Environments

  On October 11th, 2023 the Feature Store Summit will bring together leading ML companies, such as Uber, WeChat and more, for in-depth discussions about data and AI.

  https://www.kdnuggets.com/2023/09/hopsworks-feature-store-summit-2023-practical-strategies-deploying-ml-models-production-environments

• 10 ChatGPT Projects Cheat Sheet

  KDnuggets' latest cheat sheet covers 10 curated hands-on projects to boost data science workflows with ChatGPT across ML, NLP, and full stack dev, including links to full project details.

  https://www.kdnuggets.com/10-chatgpt-projects-cheat-sheet

• KDnuggets News, September 20: Python in Excel: This Will Change Data Science Forever • New KDnuggets Survey!

  Python in Excel: This Will Change Data Science Forever • KDnuggets Survey: Benchmark With Your Peers On Data Science Spend & Trends 2023 H2 • 5 Best AI Tools For Maximizing Productivity • And much more!

  https://www.kdnuggets.com/2023/n34.html

• Fine Tuning LLAMAv2 with QLora on Google Colab for Free

  Learn how to fine-tune one of the most influential open-source models for free on Google Colab.

  https://www.kdnuggets.com/fine-tuning-llamav2-with-qlora-on-google-colab-for-free

• Hands-On with Unsupervised Learning: K-Means Clustering

  This tutorial provides hands-on experience with the key concepts and implementation of K-Means clustering, a popular unsupervised learning algorithm, for customer segmentation and targeted advertising applications.

  https://www.kdnuggets.com/handson-with-unsupervised-learning-kmeans-clustering

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

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

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

• Unveiling Neural Magic: A Dive into Activation Functions

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

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

• Unveiling Unsupervised Learning

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

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

• Ensemble Learning Techniques: A Walkthrough with Random Forests in Python

  A practical walkthrough for random forests in Python.

  https://www.kdnuggets.com/ensemble-learning-techniques-a-walkthrough-with-random-forests-in-python

• Python in Excel: This Will Change Data Science Forever

  You can now run Python code in Excel to analyze data, build machine learning models, and create visualizations.

  https://www.kdnuggets.com/python-in-excel-this-will-change-data-science-forever

• How to Identify Missing Data in Time-Series Datasets

  Using exploratory data analysis to wnderstand missing data gaps.

  https://www.kdnuggets.com/how-to-identify-missing-data-in-timeseries-datasets

• Hands-On with Supervised Learning: Linear Regression

  If you're looking for a hands-on experience with a detailed yet beginner-friendly tutorial on implementing Linear Regression using Scikit-learn, you're in for an engaging journey.

  https://www.kdnuggets.com/handson-with-supervised-learning-linear-regression

• Understanding Supervised Learning: Theory and Overview

  This article covers a high-level overview of popular supervised learning algorithms and is curated specially for beginners.

  https://www.kdnuggets.com/understanding-supervised-learning-theory-and-overview

• Getting Started with Scikit-learn in 5 Steps

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

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

• KDnuggets Top Posts for August 2023: Forget ChatGPT, This New AI Assistant Will Change the Way You Work

  Forget ChatGPT, This New AI Assistant Is Leagues Ahead and Will Change the Way You Work Forever • 7 Projects Built with Generative AI • Best Python Tools for Building Generative AI Applications Cheat Sheet • Harnessing ChatGPT for Automated Data Cleaning and Preprocessing • Data Scientists Need to Specialize to Survive the Tech Winter • 7 Steps to Mastering Data Cleaning and Preprocessing Techniques • 5 Ways You Can Use ChatGPT's Code Interpreter For Data Science • The Best Courses for AI from Universities with YouTube Playlists

  https://www.kdnuggets.com/2023/09/top-posts-aug-2023.html

• 5 Amazing & Free LLMs Playgrounds You Need to Try in 2023

  Explore the top 5 user-friendly platforms that provide free access to large language models, enabling you to experience the latest AI models firsthand.

  https://www.kdnuggets.com/5-amazing-free-llms-playgrounds-you-need-to-try-in-2023

• How to Get a Job in Data Science as a Student

  Learn how to increase your possibilities of getting your first data science job while you are a student.

  https://www.kdnuggets.com/how-to-get-a-job-in-data-science-as-a-student

• Demystifying Machine Learning

  This article is intended to familiarize you with the essence of Machine learning, the basic concepts, and the high-level machine learning process.

  https://www.kdnuggets.com/demystifying-machine-learning

• Pursue A Master’s In Data Science With The 3rd Best Online Program

  Flexible schedules designed for working professionals. Enrolling now for October 2023 and March 2024.

  https://www.kdnuggets.com/2023/09/bay-path-pursue-masters-data-science-3rd-best-online-program

• The 5 Best AI Tools For Maximizing Productivity

  KDnuggets reviews a diverse set of 5 AI tools to help maximize your productivity. Have a look and see what our recommendations include.

  https://www.kdnuggets.com/the-5-best-ai-tools-for-maximizing-productivity

• Linear Regression from Scratch with NumPy

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

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

• Hypothesis Testing and A/B Testing

  The pillars of data-driven decisions.

  https://www.kdnuggets.com/hypothesis-testing-and-ab-testing

• Scikit-learn for Machine Learning Cheat Sheet

  The latest KDnuggets exclusive cheatsheet covers the essentials of machine learning with Scikit-learn.

  https://www.kdnuggets.com/2022/12/scikit-learn-machine-learning-cheatsheet.html

• KDnuggets News, September 13: Getting Started with SQL in 5 Steps • Introduction to Databases in Data Science

  Getting Started with SQL in 5 Steps • Introduction to Databases in Data Science • Time 100 AI: The Most Influential?

  https://www.kdnuggets.com/2023/n33.html

• Closed Source VS Open Source Image Annotation

  This blog strikes a comparison between open-source and closed-source image annotation tools and how it makes the life of AI model developers easy and convenient.

  https://www.kdnuggets.com/closed-source-vs-open-source-image-annotation

• KDnuggets Survey: Benchmark With Your Peers On Data Science Spend & Trends 2023 H2

  KDnuggets, along with The All Things Insights Survey Committee and its partners, have created a Spend & Trends survey to provide you and your colleagues in our community with much needed benchmarking information on mindset and focus trends as well as budget and technology spend.

  https://www.kdnuggets.com/kdnuggets-survey-benchmark-peers-data-science-spends-trends

• Applying Descriptive and Inferential Statistics in Python

  As you progress in your data science journey, here are the elementary statistics you should know.

  https://www.kdnuggets.com/applying-descriptive-and-inferential-statistics-in-python

• Everything you Need to Become a SAS Certified Data Scientist

  With a shortage of talent and an abundance of opportunity, there’s never been a better time to launch or advance your data science career with the SAS Academy for Data Science. Read on to find out everything you need to become a SAS Certified Data Scientist. 

  https://www.kdnuggets.com/2023/09/sas-everything-need-become-sas-certified-data-scientist

• Understanding Machine Learning Algorithms: An In-Depth Overview

  Understanding Machine Learning: Exposing the Tasks, Algorithms, and Selecting the Best Model.

  https://www.kdnuggets.com/understanding-machine-learning-algorithms-an-indepth-overview

• A Comprehensive Guide to Pinecone Vector Databases

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

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

• Statistics in Data Science: Theory and Overview

  High-level exploration of the role of statistics in data science.

  https://www.kdnuggets.com/statistics-in-data-science-theory-and-overview

• Profiling Python Code Using timeit and cProfile

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

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

• 10 Math Concepts for Programmers

  The not so secret behind becoming a proficient programmer - Math & it’s top 10 concepts.

  https://www.kdnuggets.com/10-math-concepts-for-programmers

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

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

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

• Working with Big Data: Tools and Techniques

  Where do you start in a field as vast as big data? Which tools and techniques to use? We explore this and talk about the most common tools in big data.

  https://www.kdnuggets.com/working-with-big-data-tools-and-techniques

• Data Management Principles for Data Science

  Back to Basics: Understanding key data management principles that data scientists should know.

  https://www.kdnuggets.com/data-management-principles-for-data-science

• Getting Started with SQL in 5 Steps

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

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

• Meet MetaGPT: The ChatGPT-Powered AI Assistant That Turns Text Into Web Apps

  This revolutionary AI tool lets you create no-code web applications in just seconds!

  https://www.kdnuggets.com/meet-metagpt-the-chatgptpowered-ai-assistant-that-turns-text-into-web-apps

• Leveraging Geospatial Data in Python with GeoPandas

  A comprehensive introduction to geospatial data analysis with GeoPandas.

  https://www.kdnuggets.com/leveraging-geospatial-data-in-python-with-geopandas

• Introduction to Databases in Data Science

  Understand the relevance of databases in data science. Also learn the fundamentals of relational databases, NoSQL database categories, and more.

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

• Time 100 AI: The Most Influential?

  Time Magazine just released its Time 100 AI list, spotlighting 100 key figures in AI across categories such as leaders and innovators. The list aims to highlight the human effort behind AI advancements. The list serves as a snapshot of how mainstream media views the AI landscape, offering a mix of familiar and new names in the field.

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

• Building Microservice for Multi-Chat Backends Using Llama and ChatGPT

  As LLMs continue to evolve, integrating multiple models or switching between them has become increasingly challenging. This article suggests a Microservice approach to separate model integration from business applications and simplify the process.

  https://www.kdnuggets.com/building-microservice-for-multichat-backends-using-llama-and-chatgpt

• If You Want to Master Generative AI, Ignore All (But Two) Tools

  We have a bad case of generative AI fatigue.

  https://www.kdnuggets.com/if-you-want-to-master-generative-ai-ignore-all-but-two-tools

• Creating Visuals with Matplotlib and Seaborn

  Learn the basic Python package visualization for your work.

  https://www.kdnuggets.com/creating-visuals-with-matplotlib-and-seaborn

• KDnuggets News, September 6: Happy 30th Anniversary KDnuggets! • Getting Started with Python Data Structures in 5 Steps

  Happy 30th Anniversary KDnuggets! • Getting Started with Python Data Structures in 5 Steps • KDnuggets 30th Anniversary Interview with Founder Gregory Piatetsky-Shapiro

  https://www.kdnuggets.com/2023/n32.html

• Python Control Flow Cheat Sheet

  The latest KDnuggets cheatsheet focuses on Python flow control, how we manage the execution order of statements in a program. Check it out for a quick start.

  https://www.kdnuggets.com/2022/11/python-control-flow-cheatsheet.html

• Elevate Math Efficiency: Navigating Numpy Array Operations

  Uncover the art of optimizing math for data analysis and how NumPy transforms complex calculations into simple, efficient spells, making math a breeze.

  https://www.kdnuggets.com/elevate-math-efficiency-navigating-numpy-array-operations

• Data Visualization: Theory and Techniques

  Unlocking the secrets of how to observe our data-driven world.

  https://www.kdnuggets.com/data-visualization-theory-and-techniques

• 5 Portfolio Projects for Final Year Data Science Students

  From cleaning data to wowing recruiters - this blog shares 5 killer data science projects to launch your data science career and get hired!

  https://www.kdnuggets.com/5-portfolio-projects-for-final-year-data-science-students

• Building a Formula 1 Streaming Data Pipeline With Kafka and Risingwave

  Build a streaming data pipeline using Formula 1 data, Python, Kafka, RisingWave as the streaming database, and visualize all the real-time data in Grafana.

  https://www.kdnuggets.com/building-a-formula-1-streaming-data-pipeline-with-kafka-and-risingwave

• Data Cleaning with Pandas

  This step-by-step tutorial is for beginners to guide them through the process of data cleaning and preprocessing using the powerful Pandas library.

  https://www.kdnuggets.com/data-cleaning-with-pandas

• Want to Become a Data Scientist? Part 1: 10 Hard Skills You Need

  A quick 10-step hard skill guide on what you need to become a Data Scientist.

  https://www.kdnuggets.com/want-to-become-a-data-scientist-part-1-10-hard-skills-you-need

• ReAct, Reasoning and Acting augments LLMs with Tools!

  Blending reasoning with action, AI takes a bold new step toward replicating human intelligence.

  https://www.kdnuggets.com/react-reasoning-and-acting-augments-llms-with-tools

• WavJourney: A Journey into the World of Audio Storyline Generation

  From Prompt to Power: Unleashing Stories and Audio with a Single Spark!

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

• Introduction to Numpy and Pandas

  A primer on using Numpy and Pandas for numerical computation and data manipulation in Python.

  https://www.kdnuggets.com/introduction-to-numpy-and-pandas

• Getting Started with Python Data Structures in 5 Steps

  This tutorial covers Python's foundational data structures - lists, tuples, dictionaries, and sets. Learn their characteristics, use cases, and practical examples, all in 5 steps.

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

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

  Want to learn Python? Get started today by learning Python's syntax, supported data types, and control structures.

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

• Getting Started with Python for Data Science

  Back to Basics: A beginner's guide to setting up Python and understanding its role in data science.

  https://www.kdnuggets.com/getting-started-with-python-for-data-science

• Build Your Own PandasAI with LlamaIndex

  Learn how to leverage LlamaIndex and GPT-3.5-Turbo to easily add natural language capabilities to Pandas for intuitive data analysis and conversation.

  https://www.kdnuggets.com/build-your-own-pandasai-with-llamaindex

• Increase Your Callback Rate With A LinkedIn Profile

  It is proven that candidates who include a comprehensive LinkedIn profile in their resume have a 71% higher chance of receiving an interview.

  https://www.kdnuggets.com/increase-your-callback-rate-with-a-linkedin-profile

• How to Digest 15 Billion Logs Per Day and Keep Big Queries Within 1 Second

  This article describes a large-scale data warehousing use case to provide reference for data engineers who are looking for log analytic solutions. It introduces the log processing architecture and real-case practice in data ingestion, storage, and queries.

  https://www.kdnuggets.com/how-to-digest-15-billion-logs-per-day-and-keep-big-queries-within-1-second

• Happy 30th Anniversary KDnuggets!

  KDnuggets celebrates its 30th anniversary with month-long initiatives. First, a "Back to Basics" campaign updates foundational data science content for beginners. Second, in partnership with O'Reilly, the "30 for 30" giveaway offers a free ebook daily to newsletter subscribers.

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

• KDnuggets 30th Anniversary Interview with Founder Gregory Piatetsky-Shapiro

  Gregory Piatetsky-Shapiro founded KDnuggets 30 years ago, after organizing early workshops on knowledge discovery. In this retrospective interview, he reflects on KDnuggets' growth, key innovations like deep learning, and concerns about AI's societal impact.

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

• The Burtch Works 2023 Data Science & AI Professionals Salary Report is Here!

  The Burtch Works 2023 Data Science & AI Professionals salary report is here, and includes insightful data such as hiring and marketplace trends, compensation changes over time, and salary data. Get your copy here.

  https://www.kdnuggets.com/2023/08/burtch-works-2023-data-science-ai-professionals-salary-report.html

• 4 Python Itertools Filter Functions You Probably Didn’t Know

  And why you should learn how to use them to filter Python sequences more elegantly.

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

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

  Buckle up for the Generative AI gold rush! Will BigTech rule with its picks and shovels? Which startups will strike it rich? Will “copilot for X” be the business strategy to hit pay dirt? How can startups dig moats to keep out other prospectors? And will the US once again have the richest gold seams?

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

• 2024 Data Management Crystal Ball: Top 4 Emerging Trends

  These are my predictions based on my personal experiences, recent research and reports from leading platforms.

  https://www.kdnuggets.com/2023/08/2024-data-management-crystal-ball-top-4-emerging-trends.html

• KDnuggets News, August 30: 7 Projects Built with Generative AI • Beyond Numpy and Pandas: Lesser-Known Python Libraries

  7 Projects Built with Generative AI • Beyond Numpy and Pandas: Unlocking the Potential of Lesser-Known Python Libraries • 5 Ways You Can Use ChatGPT’s Code Interpreter For Data Science • GPT-4: 8 Models in One; The Secret is Out

  https://www.kdnuggets.com/2023/n31.html

• The Ultimate Guide to Mastering Seasonality and Boosting Business Results

  This post discusses the importance of media mix modeling and how it can be used to maximize the business impact of advertising. It also discusses the impact of seasonality on media advertising and how media mix modeling can be used to minimize the impact of seasonality on business outcomes.

  https://www.kdnuggets.com/2023/08/media-mix-modeling-ultimate-guide-mastering-seasonality-boosting-business-results.html

• 5 Crucial Steps to Develop an Effective Coding Routine

  Struggling to develop your coding routine? Well, I have some psychological insights to share that can boost your motivation and make a real difference in your coding journey.

  https://www.kdnuggets.com/2023/08/5-crucial-steps-develop-effective-coding-routine.html

• 5 Skills All Marketing Analytics and Data Science Pros Need Today

  Join us at the MADS conference in Washington, D.C., from Sept. 26 to 28, 2023. Learn more below and register with code KDN100 for $100 off your conference pass.

  https://www.kdnuggets.com/2023/08/mads-5-skills-marketing-analytics-data-science-pros-need-today.html

• Data Validation for PySpark Applications using Pandera

  New features and concepts.

  https://www.kdnuggets.com/2023/08/data-validation-pyspark-applications-pandera.html

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

  And to unleash the power of AI in today’s world.

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

• KDnuggets 30 for 30 Giveaway with O’Reilly

  Celebrate 30 years of data brilliance with us with an epic 30 for 30 Back to Study Giveaway with O'Reilly.

  https://www.kdnuggets.com/2023/08/kdnuggets-30-for-30-giveaway-oreilly.html

• Create a Dashboard Using Python and Dash

  The article explains how to build a Netflix dashboard with Python and Dash to visualize content distribution and classification using maps, charts, and graphs.

  https://www.kdnuggets.com/2023/08/create-dashboard-python-dash.html

• The Power of Collaboration: How Open-Source Projects are Advancing AI

  In this article, we explore the profound impact of open-source projects on the creation of innovative AI solutions.

  https://www.kdnuggets.com/2023/08/power-collaboration-opensource-projects-advancing-ai.html

• Creating A Simple Docker Data Science Image

  This concise primer walks through setting up a Python data science environment using Docker, covering creating a Dockerfile, building an image, running a container, sharing and deploying images, and pushing to Docker Hub.

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

• How to Ace Data Scientist Professional Certificate Exam

  Gain insights into the certification process and expert tips for passing the certificate exam.

  https://www.kdnuggets.com/2023/08/ace-data-scientist-professional-certificate.html

• Things You Should Know When Scaling Your Web Data-Driven Product

  Scaling your data-driven product helps grow your business, but it requires certain expertise. In this article, you will learn how scaling works and what to keep in mind while doing it.

  https://www.kdnuggets.com/2023/08/things-know-scaling-web-datadriven-product.html

• 7 Projects Built with Generative AI

  Learn how to build a strong portfolio with personal projects using Generative AI. This will help you to stand out from the crowd!

  https://www.kdnuggets.com/2023/08/7-projects-built-generative-ai.html

• Top Posts August 14-20: How to Use ChatGPT to Convert Text into a PowerPoint Presentation

  How to Use ChatGPT to Convert Text into a PowerPoint Presentation • 5 Ways You Can Use ChatGPT’s Code Interpreter For Data Science • Forget ChatGPT, This New AI Assistant Is Leagues Ahead and Will Change the Way You Work Forever • Python Vector Databases and Vector Indexes: Architecting LLM Apps • 3 Ways to Access GPT-4 for Free

  https://www.kdnuggets.com/2023/08/top-posts-week-0814-0820.html

• The Best Courses for AI from Universities with YouTube Playlists

  Kickstart a new career or develop your current one with these YouTube playlists by trusted Universities!.

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

• GPT-4: 8 Models in One; The Secret is Out

  GPT4 kept the model secret to avoid competition, now the secret is out!

  https://www.kdnuggets.com/2023/08/gpt4-8-models-one-secret.html

• How Cloud Computing Enhances Data Science Workflows

  Cloud computing offers the efficiency, scalability, and security data science workflows need. Discover how it provides these benefits here.

  https://www.kdnuggets.com/2023/08/cloud-computing-enhances-data-science-workflows.html

• PyTorch Tips to Boost Your Productivity

  Master PyTorch with these proven methods.

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

• Learn MLOps Basics with This Free eBook

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

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

• Brewing a Domain-Specific LLM Potion

  Make your LLM an expert in your field.

  https://www.kdnuggets.com/2023/08/brewing-domainspecific-llm-potion.html

• Leveraging XGBoost for Time-Series Forecasting

  Enabling the powerful algorithm to forecast from your data.

  https://www.kdnuggets.com/2023/08/leveraging-xgboost-timeseries-forecasting.html

• Beyond Numpy and Pandas: Unlocking the Potential of Lesser-Known Python Libraries

  3 Python libraries for scientific computation you should know as a data professional.

  https://www.kdnuggets.com/2023/08/beyond-numpy-pandas-unlocking-potential-lesserknown-python-libraries.html

• Learn Data Science and Business Analytics to Drive Innovation and Growth

  This article provides an overview of data science and business analytics. It also provides a brief introduction to the importance of these topics for your business.

  https://www.kdnuggets.com/2023/08/learn-data-science-business-analytics-drive-innovation-growth.html

• OLAP vs. OLTP: A Comparative Analysis of Data Processing Systems

  A comprehensive comparison between OLAP and OLTP systems, exploring their features, data models, performance needs, and use cases in data engineering.

  https://www.kdnuggets.com/2023/08/olap-oltp-comparative-analysis-data-processing-systems.html

• This Week in AI, August 18: OpenAI in Financial Trouble • Stability AI Announces StableCode

  "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/2023/08/this-week-ai-2023-08-18.html

• Data Science Has Changed, Not Died!

  Do we still need data science, or are tools such as ChatGPT taking over the majority of tasks?

  https://www.kdnuggets.com/2023/08/data-science-changed-died.html

• How to Build a Real-Time Recommendation Engine Using Graph Databases

  "You may also like" is a simple phrase that implies a new era in the way businesses interact and connect with their customers, and graph databases can easily help to build recommendation engines.

  https://www.kdnuggets.com/2023/08/build-realtime-recommendation-engine-graph-databases.html

• Best Practices to Use OpenAI GPT Model

  The improvement you need to get the best result from GPT.

  https://www.kdnuggets.com/2023/08/best-practices-openai-gpt-model.html

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

  Bringing Words to Life: Easy Techniques to Generate Stunning Videos from Text Using Python.

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

• LangChain + Streamlit + Llama: Bringing Conversational AI to Your Local Machine

  Integrating Open Source LLMs and LangChain for Free Generative Question Answering (No API Key required).

  https://www.kdnuggets.com/2023/08/langchain-streamlit-llama-bringing-conversational-ai-local-machine.html

• An Excellent Resource To Learn The Foundations Of Everything Underneath ChatGPT

  In this article, you will learn the fundamentals of what constitutes the core of ChatGPT (and the Large Language Models).

  https://www.kdnuggets.com/023/08/excellent-resource-learn-foundations-everything-underneath-chatgpt.html

• KDnuggets News, August 16: Use ChatGPT to Convert Text into a PowerPoint Presentation • Best Python Tools for Building Generative AI Applications Cheat Sheet

  How to Use ChatGPT to Convert Text into a PowerPoint Presentation • Best Python Tools for Building Generative AI Applications Cheat Sheet • Data Scientists Need to Specialize to Survive the Tech Winter • Python Vector Databases and Vector Indexes: Architecting LLM Apps • How To Speed Up SQL Queries Using Indexes [Python Edition]

  https://www.kdnuggets.com/2023/n30.html

• 5 Ways You Can Use ChatGPT’s Code Interpreter For Data Science

  With a Code Interpreter, ChatGPT can now write and execute Python code to automate complex data tasks and generate visualization.

  https://www.kdnuggets.com/2023/08/5-ways-chatgpt-code-interpreter-data-science.html

• LangChain Cheat Sheet

  LangChain simplifies building AI assistants with large language models, providing an intuitive API, memory capabilities, access to external tools, the ability to chain LLM actions, and prompt templating. Check out our newest cheat sheet to get up and running now.

  https://www.kdnuggets.com/2023/08/langchain-cheat-sheet.html

• Celebrating Devart’s 26th Birthday with an Exclusive 20% Discount on Data Connectivity Tools!

  Devart is excited to extend a special offer to its valued customers on its 26th birthday. From August 15th to August 31st, 2023, you can dive into a world of seamless data connectivity with an incredible 20% discount on their top-notch Data Connectivity tools.

  https://www.kdnuggets.com/2023/08/devart-celebrating-26th-birthday-exclusive-discount-data-connectivity-tools.html

• Learn Data Cleaning and Preprocessing for Data Science with This Free eBook

  In this free ebook, readers will learn how to employ data cleaning and preprocessing for data science using the Python ecosystem.

  https://www.kdnuggets.com/2023/08/learn-data-cleaning-preprocessing-data-science-free-ebook.html

• Top 6 Tools to Improve Your Productivity on Snowflake

  The post reviews 6 top tools for improving productivity with Snowflake for data preparation, visualization, integration, BI and governance.

  https://www.kdnuggets.com/2023/08/top-6-tools-improve-productivity-snowflake.html

• Top Posts August 7-13: Forget ChatGPT, This New AI Assistant Is Leagues Ahead and Will Change the Way You Work Forever

  Forget ChatGPT, This New AI Assistant Is Leagues Ahead and Will Change the Way You Work Forever • Best Python Tools for Building Generative AI Applications Cheat Sheet • 3 Ways to Access GPT-4 for Free • 5 Python Packages For Geospatial Data Analysis • Time Series Analysis: ARIMA Models in Python

  https://www.kdnuggets.com/2023/08/top-posts-week-0807-0813.html

• Introducing Superalignment by OpenAI

  OpenAI’s new dedicated team to steer and control AI systems, to look after the people of the future against superintelligence.

  https://www.kdnuggets.com/2023/08/introducing-superalignment-openai.html

• How to Use ChatGPT to Convert Text into a PowerPoint Presentation

  A speedy way to convert a long text to a short PowerPoint Presentation using only ChatGPT.

  https://www.kdnuggets.com/2023/08/chatgpt-convert-text-powerpoint-presentation.html

• Python Vector Databases and Vector Indexes: Architecting LLM Apps

  Vector databases enable fast similarity search and scale across data points. For LLM apps, vector indexes can simplify architecture over full vector databases by attaching vectors to existing storage. Choosing indexes vs databases depends on specialized needs, existing infrastructure, and broader enterprise requirements.

  https://www.kdnuggets.com/2023/08/python-vector-databases-vector-indexes-architecting-llm-apps.html

• 5 Things You Need to Know When Building LLM Applications

  Five problems come with building LLM-based applications.

  https://www.kdnuggets.com/2023/08/5-things-need-know-building-llm-applications.html

• Whose Responsibility Is It To Get Generative AI Right?

  The limitless possibilities of the technology that transcends boundaries.

  https://www.kdnuggets.com/2023/08/whose-responsibility-get-generative-ai-right.html

• Harnessing ChatGPT for Automated Data Cleaning and Preprocessing

  A guide to using ChatGPT for the tasks of data cleaning and preprocessing on a real-world dataset.

  https://www.kdnuggets.com/2023/08/harnessing-chatgpt-automated-data-cleaning-preprocessing.html

• Data Scientists Need to Specialize to Survive the Tech Winter

  In this article, I explore the benefits of specialization for data scientists. Drawing on my own experience as a data scientist, I argue that specializing in a specific area can help you stand out in a crowded job market and provide you with more fulfilling career opportunities.

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

• Overcoming Barriers in Multi-lingual Voice Technology: Top 5 Challenges and Innovative Solutions

  Voice assistants like Siri, Alexa and Google Assistant are household names, but they still don't do well in multilingual settings. This article first provides an overview of how voice assistants work, and then dives into the top 5 challenges for voice assistants when it comes to providing a superior multilingual user experience. It also provides strategies for mitigation of these challenges.

  https://www.kdnuggets.com/2023/08/overcoming-barriers-multilingual-voice-technology-top-5-challenges-innovative-solutions.html

• A Comprehensive Guide to MLOps

  Machine Learning Operations (MLOps) is a relatively new discipline that provides the structure and support necessary for machine learning (ML) models to thrive in production environments.

  https://www.kdnuggets.com/2023/08/comprehensive-guide-mlops.html

• Best Python Tools for Building Generative AI Applications Cheat Sheet

  KDnuggets' new cheat sheet summarizes the top Python libraries for building generative AI apps, from OpenAI and Transformers to tools like Gradio, Diffusers, LangChain, and more. Ideal for both beginners and experts looking for a quick reference.

  https://www.kdnuggets.com/2023/08/best-python-tools-generative-ai-cheat-sheet.html

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

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

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

• Time Series Analysis: ARIMA Models in Python

  ARIMA models are a popular tool for time series forecasting, and can be implemented in Python using the `statsmodels` library.

  https://www.kdnuggets.com/2023/08/times-series-analysis-arima-models-python.html