Search results for deep learning

Found 2814 documents, 5934 searched:

• 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

• 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

• 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

• 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

• 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

• 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

• PyTorch Tips to Boost Your Productivity

  Master PyTorch with these proven methods.

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

• 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

• 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

• 5 Python Packages For Geospatial Data Analysis

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

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

• 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

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

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

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

• Pandas: How to One-Hot Encode Data

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

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

• Free Generative AI Courses by Google

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

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

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

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

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

• 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

• Mistakes That Newbie Data Scientists Should Avoid

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

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

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

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

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

• 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

• Stable Diffusion: Basic Intuition Behind Generative AI

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

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

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

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

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

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

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

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

• More Free Courses on Large Language Models

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

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

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

  The Rise of ChatGPT.

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

• 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

• A Comprehensive Guide to Convolutional Neural Networks

  Artificial Intelligence has been witnessing monumental growth in bridging the gap between the capabilities of humans and machines. Researchers and enthusiasts alike, work on numerous aspects of the field to make amazing things happen. One of many such areas is the domain of Computer Vision.

  https://www.kdnuggets.com/2023/06/comprehensive-guide-convolutional-neural-networks.html

• Your Ultimate Guide to Chat GPT and Other Abbreviations

  Everyone seems to have gone crazy about ChatGPT, which has become a cultural phenomenon. If you’re not on the ChatGPT train yet, this article might help you better understand the context and excitement around this innovation.

  https://www.kdnuggets.com/2023/06/ultimate-guide-chat-gpt-abbreviations.html

• Free Full Stack LLM Bootcamp

  Want to learn more about LLMs and build cool LLM-powered applications? This free Full Stack LLM Bootcamp is all you need!

  https://www.kdnuggets.com/2023/06/free-full-stack-llm-bootcamp.html

• AI: Large Language & Visual Models

  This article discusses the significance of large language and visual models in AI, their capabilities, potential synergies, challenges such as data bias, ethical considerations, and their impact on the market, highlighting their potential for advancing the field of artificial intelligence.

  https://www.kdnuggets.com/2023/06/ai-large-language-visual-models.html

• 21 Must-Have Cheat Sheets for Data Science Interviews: Unlocking Your Path to Success

  This article has researched and presents the best data science cheat sheets from around the internet, so you don’t have to do it yourself.

  https://www.kdnuggets.com/2022/06/21-cheat-sheets-data-science-interviews.html

• Ten Years of AI in Review

  From image classification to chatbot therapy.

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

• AgentGPT: Autonomous AI Agents in your Browser

  Give your AI agent a name and goal, and watch it accomplish the assigned objective.

  https://www.kdnuggets.com/2023/06/agentgpt-autonomous-ai-agents-browser.html

• KDnuggets News, May 31: Bard for Data Science Cheat Sheet • Top 10 Tools for Detecting ChatGPT, GPT-4, Bard, and other LLMs

  Bard for Data Science Cheat Sheet • Top 10 Tools for Detecting ChatGPT, GPT-4, Bard, and other LLMs • Data Analytics Tools You Need To Know in 2023 • AI is Eating Data Science • A Deep Dive into GPT Models: Evolution & Performance Comparison

  https://www.kdnuggets.com/2023/n20.html

• The Role of Open Source Tools in Accelerating Data Science Progress

  Open source tools have had a pivotal role in the evolution of data science, from providing the foundation for analysis, to fueling the innovation that shapes today's landscape. The open source impact on data science is demonstrated best by looking at the relationship's past, present, and future.

  https://www.kdnuggets.com/2023/05/role-open-source-tools-accelerating-data-science-progress.html

• Data Engineering Landscape in the AI-Driven World

  Generative AI has just started to capture the imagination of data engineers, so the impact thus far has been just a fraction of what it will be a year or two from now.

  https://www.kdnuggets.com/2023/05/data-engineering-landscape-aidriven-world.html

• How I Did Automatic Image Labeling Using Grounding DINO

  I'm thrilled to share that recent advancements in the computer vision field, such as the emergence of groundbreaking zero-shot object detectors like Grounding DINO, have revolutionized the image labeling process.

  https://www.kdnuggets.com/2023/05/automatic-image-labeling-grounding-dino.html

• Web LLM: Bring LLM Chatbots to the Browser

  Wouldn't it be cool if you can run LLMs and LLM chatbots natively in your browser? Let's learn more about the Web LLM project, an interesting step in this direction.

  https://www.kdnuggets.com/2023/05/webllm-bring-llm-chatbots-browser.html

• IT Staff Augmentation: How AI Is Changing the Software Development Industry

  It discusses how AI assistants are helping teams become more efficient and how they can also be a benefit to developers.

  https://www.kdnuggets.com/2023/05/staff-augmentation-ai-changing-software-development-industry.html

• Should You Consider a DataOps Career?

  Transitioning your career to DataOps could be just the change you need - not only will it provide the possibility to expand your technical skills, but also a rewarding salary with many job openings.

  https://www.kdnuggets.com/2023/05/consider-dataops-career.html

• Pandas AI: The Generative AI Python Library

  The road to simpler Data Analysis for data scientists and analysts, powered by OpenAI.

  https://www.kdnuggets.com/2023/05/pandas-ai-generative-ai-python-library.html

• What are Large Language Models and How Do They Work?

  Large language models represent a significant advancement in natural language processing and have transformed the way we interact with language-based technology. Learn why they’re important and how they work.

  https://www.kdnuggets.com/2023/05/large-language-models-work.html

• Explore LLMs Easily on Your Laptop with openplayground

  Use simple UI to experiment with various renowned large language models.

  https://www.kdnuggets.com/2023/04/explore-llms-easily-laptop-openplayground.html

• What Is ChatGPT Doing and Why Does It Work?

  In this article, we will explain how ChatGPT works and why it is able to produce coherent and diverse conversations.

  https://www.kdnuggets.com/2023/04/chatgpt-work.html

• A Guide to Top Natural Language Processing Libraries

  Natural Language Processing is one of the hottest areas of research. While NLP tasks may seem a bit complicated at first, they can be made easier by using the right tools. This article covers a list of the top 6 NLP Libraries that can save you time and effort.

  https://www.kdnuggets.com/2023/04/guide-top-natural-language-processing-libraries.html

• Introducing TPU v4: Googles Cutting Edge Supercomputer for Large Language Models

  TPU v4: Google's fifth domain-specific architecture and third supercomputer for machine learning models.

  https://www.kdnuggets.com/2023/04/introducing-tpu-v4-googles-cutting-edge-supercomputer-large-language-models.html

• DataLang: A New Programming Language for Data Scientists… Created by ChatGPT?

  I recently tasked ChatGPT-4's to come up with a new programming language appropriate for data scientists in their day to day tasks. Let's look at the results, and the process of getting there.

  https://www.kdnuggets.com/2023/04/datalang-new-programming-language-data-scientists-chatgpt.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

• RAPIDS cuDF to Speed up Your Next Data Science Workflow

  This article will explain how RAPIDS can help you speed up your next data science workflow. RAPIDS cuDF is a GPU DataFrame library that allows you to produce your end-to-end data science pipeline development all on GPU.

  https://www.kdnuggets.com/2023/04/rapids-cudf-speed-next-data-science-workflow.html

• How to Use ChatGPT to Improve Your Data Science Skills

  And How to Speed up your research of data science resources without wasting energy.

  https://www.kdnuggets.com/2023/03/chatgpt-improve-data-science-skills.html

• 5 Advance Projects for Data Science Portfolio

  Work on data analytics, time series, natural language processing, machine learning, and ChatGPT projects to improve your chance of getting hired.

  https://www.kdnuggets.com/2023/03/5-advance-projects-data-science-portfolio.html

• Reading Minds with AI: Researchers Translate Brain Waves to Images

  Two researchers from Osaka University were able to reconstruct highly accurate images from human brain activity obtained by fMRI. Read this article if you are curious to find out what all the hype is about.

  https://www.kdnuggets.com/2023/03/reading-minds-ai-researchers-translate-brain-waves-images.html

• Multimodal Models Explained

  Unlocking the Power of Multimodal Learning: Techniques, Challenges, and Applications.

  https://www.kdnuggets.com/2023/03/multimodal-models-explained.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

• What Are The Downsides of AI Advancement?

  While AI has certainly several positive uses to offer the world, it’s also displaying harm when it comes to academics, cybersecurity, the environment, jobs, and privacy.

  https://www.kdnuggets.com/2023/03/downsides-ai-advancement.html

• KDnuggets News, March 8: ChatGPT for Data Science Cheat Sheet • Top Free Data Science Online Courses for 2023

  ChatGPT for Data Science Cheat Sheet • Top Free Data Science Online Courses for 2023 • SQL Query Optimization Techniques • 3 Hard Python Coding Interview Questions For Data Science • A List of 7 Best Data Modeling Tools for 2023

  https://www.kdnuggets.com/2023/n09.html

• Top Free Courses on Large Language Models

  Interested in learning how ChatGPT and other AI chatbots work under the hood? Look no further. Check out these free courses and resources on large language models from Stanford, Princeton, ETH, and more.

  https://www.kdnuggets.com/2023/03/top-free-courses-large-language-models.html

• Top Free Data Science Online Courses for 2023

  Learn Data Science in 2023 for FREE with these online courses.

  https://www.kdnuggets.com/2023/03/top-free-data-science-online-courses-2023.html

• Make Quantum Leaps in Your Data Science Journey

  Learn about three levels of data science to make the quantum leap to the next level.

  https://www.kdnuggets.com/2023/02/make-quantum-leaps-data-science-journey.html

• Free TensorFlow 2.0 Complete Course

  Are you a beginner python programmer aiming to make a career in Machine Learning? If yes, then you are at the right place! This FREE tutorial will give you a solid understanding of the foundations of Machine Learning and Neural Networks using TensorFlow 2.0.

  https://www.kdnuggets.com/2023/02/free-tensorflow-20-complete-course.html

• Parallel Processing Large File in Python

  Learn various techniques to reduce data processing time by using multiprocessing, joblib, and tqdm concurrent.

  https://www.kdnuggets.com/2022/07/parallel-processing-large-file-python.html

• How I Got My First Job as a Data Scientist

  Things I believe contributed to my success.

  https://www.kdnuggets.com/2023/02/got-first-job-data-scientist.html

• KDnuggets News, February 15: Top Free Resources To Learn ChatGPT • 5 Pandas Plotting Functions You Might Not Know

  Top Free Resources To Learn ChatGPT • 5 Pandas Plotting Functions You Might Not Know • Python Function Arguments: A Definitive Guide • Making Intelligent Document Processing Smarter: Part 1 • Optimizing Python Code Performance: A Deep Dive into Python Profilers

  https://www.kdnuggets.com/2023/n06.html

• 7 AI-Powered Tools to Enhance Productivity for Data Scientists

  Discover how AI-Powered Tools like DataRobot, H20.ai, BigPanda, HuggingFace can enhance your Productivity as a Data Scientist.

  https://www.kdnuggets.com/2023/02/7-aipowered-tools-enhance-productivity-data-scientists.html

• Learn MLOps From These GitHub Repositories

  Kickstart your MLOps career with these curated GitHub repositories.

  https://www.kdnuggets.com/2023/02/learn-mlops-github-repositories.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

• The Complete Data Science Study Roadmap

  This article will map out the things you need to do to become a data scientist.

  https://www.kdnuggets.com/2022/08/complete-data-science-study-roadmap.html

• KDnuggets News, February 1: The ChatGPT Cheat Sheet • An Introduction to Markov Chains

  The ChatGPT Cheat Sheet • An Introduction to Markov Chains • Top 10 Advanced Data Science SQL Interview Questions You Must Know How to Answer • How I Make $3,500 Online Every Month With Data Science • Hyperparameter Optimization: 10 Top Python Libraries

  https://www.kdnuggets.com/2023/n04.html

• Hyperparameter Optimization: 10 Top Python Libraries

  Become familiar with some of the most popular Python libraries available for hyperparameter optimization.

  https://www.kdnuggets.com/2023/01/hyperparameter-optimization-10-top-python-libraries.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

• 20 Questions (with Answers) to Detect Fake Data Scientists: ChatGPT Edition, Part 1

  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/2023/01/20-questions-detect-fake-data-scientists-chatgpt-1.html

• ChatGPT: Everything You Need to Know

  All you need to know about ChatGPT: what it can do, how it works, and its limitations.

  https://www.kdnuggets.com/2023/01/chatgpt-everything-need-know.html

• Explainable AI: 10 Python Libraries for Demystifying Your Model’s Decisions

  Become familiar with some of the most popular Python libraries available for AI explainability.

  https://www.kdnuggets.com/2023/01/explainable-ai-10-python-libraries-demystifying-decisions.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

• More Data Science Cheatsheets

  It's time again to look at some data science cheatsheets. Here you can find a short selection of such resources which can cater to different existing levels of knowledge and breadth of topics of interest.

  https://www.kdnuggets.com/2021/03/more-data-science-cheatsheets.html

• Learn Data Science From These GitHub Repositories

  Kickstart your data science career with these curated GitHub repositories.

  https://www.kdnuggets.com/2022/12/learn-data-science-github-repositories.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

• YOLOv5 PyTorch Tutorial

  Learn and train object detection model using YOLOv5.

  https://www.kdnuggets.com/2022/12/yolov5-pytorch-tutorial.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

• Free Intermediate Python Programming Crash Course

  Master the basics of python with this free crash course.

  https://www.kdnuggets.com/2022/12/free-intermediate-python-programming-crash-course.html

• We Don’t Need Data Scientists, We Need Data Engineers

  As more people are entering the field of Data Science and more companies are hiring for data-centric roles, what type of jobs are currently in highest demand? There is so much data in the world, and it just keeps flooding in, it now looks like companies are targeting those who can engineer that data more than those who can only model the data.

  https://www.kdnuggets.com/2021/02/dont-need-data-scientists-need-data-engineers.html

• Learn modern forecasting techniques to help predict future business outcomes

  Help optimize business processes by predicting future outcomes using time series forecasting techniques. How? Join other professionals and learn from leading experts Tim Januschowski and Jan Gasthaus in their live online course starting January 17.

  https://www.kdnuggets.com/2022/12/sphere-learn-modern-forecasting-techniques-help-predict-future-business-outcomes.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

• Getting Started with PyTorch Lightning

  Introduction to PyTorch Lightning and how it can be used for the model building process. It also provides a brief overview of the PyTorch characteristics and how they are different from TensorFlow.

  https://www.kdnuggets.com/2022/12/getting-started-pytorch-lightning.html

• Comparing Linear and Logistic Regression

  Discussion on an entry-level data science interview question.

  https://www.kdnuggets.com/2022/11/comparing-linear-logistic-regression.html

• Top Posts November 14-20: Git for Data Science Cheatsheet

  Git for Data Science Cheatsheet • 6 Best Free Online Courses to Learn Python and Boost Your Career • How to Select Rows and Columns in Pandas Using [ ], .loc, iloc, .at and .iat • How LinkedIn Uses Machine Learning To Rank Your Feed • 7 SQL Concepts You Should Know For Data Science

  https://www.kdnuggets.com/2022/11/top-posts-week-1114-1120.html

• Introduction to Pandas for Data Science

  The Pandas library is core to any Data Science work in Python. This introduction will walk you through the basics of data manipulating, and features many of Pandas important features.

  https://www.kdnuggets.com/2020/06/introduction-pandas-data-science.html

• 7 Python Projects for Beginners

  Simple and fun Python projects to get experience and build a strong portfolio.

  https://www.kdnuggets.com/2022/11/7-python-projects-beginners.html

• Finally a Book on Attention!

  Finally a book on Attention. Learn how to build your own transformer model with Machine Learning Mastery's new book.

  https://www.kdnuggets.com/2022/11/mlm-finally-book-attention.html

• Should I Learn Julia?

  Do you think learning Julia is better for your data science career? Let’s find out.

  https://www.kdnuggets.com/2022/11/learn-julia.html

• Top Posts October 24-30: How to Select Rows and Columns in Pandas

  How to Select Rows and Columns in Pandas Using [ ], .loc, iloc, .at and .iat • Decision Tree Algorithm, Explained • Graphs: The natural way to understand data • 7 Techniques to Handle Imbalanced Data • A Data Science Portfolio That Will Land You The Job in 2022

  https://www.kdnuggets.com/2022/10/top-posts-week-1024-1030.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

• Codeless Time Series Analysis with KNIME

  Bringing powerful Python functionality to the masses!

  https://www.kdnuggets.com/2022/10/packt-codeless-time-series-analysis-knime.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

• 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

• The Evolution of Speech Recognition Metrics

  As Speech Recognition has become more accurate than ever, scenarios like dictation and meeting transcription are gaining popularity. Metrics need to evolve with the times and guide the research focus.

  https://www.kdnuggets.com/2022/10/evolution-speech-recognition-metrics.html

• Explaining Explainable AI for Conversations

  Something is missing in artificial intelligence – trust.

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

• Data Representation for Natural Language Processing Tasks

  In NLP we must find a way to represent our data (a series of texts) to our systems (e.g. a text classifier). As Yoav Goldberg asks, "How can we encode such categorical data in a way which is amenable for us by a statistical classifier?" Enter the word vector.

  https://www.kdnuggets.com/2018/11/data-representation-natural-language-processing.html

• Master Transformers with This Free Stanford Course!

  If you want a deep dive on transformers, this Stanford course has made its courseware freely available, including lecture videos, readings, assignments, and more.

  https://www.kdnuggets.com/2022/09/master-transformers-free-stanford-course.html

• Lessons from a Senior Data Scientist

  The aim of this article was for me to gain a deeper insight into the life of a senior data scientist and how their experience can be used as lessons for up-and-coming data scientists.

  https://www.kdnuggets.com/2022/09/lessons-senior-data-scientist.html

• Dimensionality Reduction Techniques in Data Science

  Dimensionality reduction techniques are basically a part of the data pre-processing step, performed before training the model.

  https://www.kdnuggets.com/2022/09/dimensionality-reduction-techniques-data-science.html

• Data-centric AI and Tabular Data

  DALL-E, LaMDA, and GPT-3 all had celebrity moments recently. So, where’s the glamorous, high-performance model that’s mastered tabular data?

  https://www.kdnuggets.com/2022/09/datacentric-ai-tabular-data.html

• AWS AI & ML Scholarship Program Overview

  This scholarship program aims to help people who are underserved and that were underrepresented during high school and college - to then help them learn the foundations and concepts of Machine Learning and build a careers in AI and ML.

  https://www.kdnuggets.com/2022/09/aws-ai-ml-scholarship-program-overview.html

• 5 Concepts You Should Know About Gradient Descent and Cost Function

  Why is Gradient Descent so important in Machine Learning? Learn more about this iterative optimization algorithm and how it is used to minimize a loss function.

  https://www.kdnuggets.com/2020/05/5-concepts-gradient-descent-cost-function.html

• Top Open Source Large Language Models

  In this article, we will discuss the importance of large language models and suggest some of the top open source models and the NLP tasks they can be used for.

  https://www.kdnuggets.com/2022/09/john-snow-top-open-source-large-language-models.html

• 7 Steps to Mastering Python for Data Science

  Here’s how you can learn to code in Python from scratch in 7 easy steps.

  https://www.kdnuggets.com/2022/06/7-steps-mastering-python-data-science.html

• 7 Things You Didn’t Know You Could do with a Low Code Tool

  Surprisingly easy solutions for complex data problems.

  https://www.kdnuggets.com/2022/09/7-things-didnt-know-could-low-code-tool.html

• KDnuggets News, August 31: The Complete Data Science Study Roadmap • 7 Techniques to Handle Imbalanced Data

  The Complete Data Science Study Roadmap • 7 Techniques to Handle Imbalanced Data • 3 Ways to Append Rows to Pandas DataFrames • The Bias-Variance Trade-off • How to Package and Distribute Machine Learning Models with MLFlow

  https://www.kdnuggets.com/2022/n35.html

• How to land an ML job: Advice from engineers at Meta, Google Brain, and SAP

  Check out this video, summary and transcript of a discussion between co:rise co-founder Jake Samuelson and three outstanding ML engineers — Kaushik Rangadurai, Shalvi Mahajan, and Frank Chen — to hear their advice on landing a job in machine learning.

  https://www.kdnuggets.com/2022/08/corise-land-ml-job-advice-engineers-meta-google-brain-sap.html

• AI for Ukraine is a new educational project from AI HOUSE to support the Ukrainian tech community

  “AI for Ukraine” is a series of workshops and lectures held by international artificial intelligence experts to support the development of Ukraine’s tech community during the war. This is a non-commercial educational project by AI HOUSE – a company focused on building the AI/ML community in Ukraine and is part of the Roosh tech ecosystem.

  https://www.kdnuggets.com/2022/08/ai-house-ai-ukraine-new-educational-project-support-ukrainian-tech-community.html

• The Complete Collection of Data Science Projects – Part 1

  The first part covers the list of Programming, Web scraping, Data Analytics, SQL, Business Intelligence, and Time Series projects.

  https://www.kdnuggets.com/2022/08/complete-collection-data-science-projects-part-1.html

• Free AI for Beginners Course

  Microsoft has put together an AI course for beginners, consisting of a 12 week, 24 lesson curriculum, available for free to all.

  https://www.kdnuggets.com/2022/08/free-ai-beginners-course.html

• Most In-demand Artificial Intelligence Skills To Learn In 2022

  Artificial Intelligence (AI) is the process of programming a computer that can reason and learn like a human being and make decisions for itself.

  https://www.kdnuggets.com/2022/08/indemand-artificial-intelligence-skills-learn-2022.html

• Getting Started with SQL Cheatsheet

  Want to get started with SQL? Check out the latest cheatsheet from KDnuggets to get up to speed on the basics of one of the most popular, useful, and in-demand languages in the world of data science.

  https://www.kdnuggets.com/2022/08/getting-started-sql-cheatsheet.html

• Trust in AI is Priceless

  Many machine learning models fail to deliver. Sadly, it’s often due to a lack of focus on data quality.

  https://www.kdnuggets.com/2022/08/trust-ai-priceless.html

• What is Text Classification?

  We will define text classification, how it works, some of its most known algorithms, and provide data sets that might help start your text classification journey.

  https://www.kdnuggets.com/2022/07/text-classification.html

• Best Practices for Creating Domain-Specific AI Models

  Here are some best practices and techniques for domain-specific model adaptation that worked for us time and again.

  https://www.kdnuggets.com/2022/07/best-practices-creating-domainspecific-ai-models.html

• KDnuggets News, July 27: The AIoT Revolution: How AI and IoT Are Transforming Our World • Introduction to Hill Climbing Algorithm

  Calculus for Data Science • Real-time Translations with AI • Using Numpy's argmax() • Using the apply() Method with Pandas DataFrames • An Introduction to Hill Climbing Algorithm in AI

  https://www.kdnuggets.com/2022/n30.html

• Using Scikit-learn’s Imputer

  Learn about Scikit-learn’s SimpleImputer, IterativeImputer, KNNImputer, and machine learning pipelines.

  https://www.kdnuggets.com/2022/07/scikitlearn-imputer.html

• An Introduction to Hill Climbing Algorithm in AI

  Hill climbing is basically a search technique or informed search technique having different weights based on real numbers assigned to different nodes, branches, and goals in a path.

  https://www.kdnuggets.com/2022/07/introduction-hill-climbing-algorithm-ai.html

• Real-time Translations with AI

  Language is now less of a barrier than it was in earlier days and the concept of real-time translation is no longer a fantasy with AI. Learn more!

  https://www.kdnuggets.com/2022/07/realtime-translations-ai.html

• KDnuggets News, July 13: Linear Algebra for Data Science; 10 Modern Data Engineering Tools

  Linear Algebra for Data Science; 10 Modern Data Engineering Tools; Python String Processing Cheatsheet; Simple Salary Guide for Tech Experts 2022; 16 Essential DVC Commands for Data Science

  https://www.kdnuggets.com/2022/n28.html

• Simple Salary Guide for Tech Experts 2022

  Looking for a straightforward guide to tech title salaries? Look no further!

  https://www.kdnuggets.com/2022/07/simple-salary-guide-tech-experts-2022.html

• KDnuggets News, July 6: 12 Essential Data Science VSCode Extensions; Statistics and Probability for Data Science

  12 Essential VSCode Extensions for Data Science; Statistics and Probability for Data Science; Free Python Crash Course; Linear Machine Learning Algorithms: An Overview; 7 Steps to Mastering Python for Data Science

  https://www.kdnuggets.com/2022/n27.html

• Essential Math for Data Science: Eigenvectors and Application to PCA

  In this article, you’ll learn about the eigendecomposition of a matrix.

  https://www.kdnuggets.com/2022/06/essential-math-data-science-eigenvectors-application-pca.html

• Data Science Career: 7 Expectations vs Reality

  Let’s get into some of the expectations of data scientists – and the reality they face.

  https://www.kdnuggets.com/2022/06/data-science-career-7-expectations-reality.html