Search results for Natural Language Processing

Found 1052 documents, 5946 searched:

• Docker Tutorial for Data Scientists

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

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

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

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

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

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

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

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

• A Gentle Introduction to Support Vector Machines

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

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

• Segment Anything Model: Foundation Model for Image Segmentation

  Understanding Meta AI Latest Universal Segmentation Model.

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

• Reinforcement Learning: Teaching Computers to Make Optimal Decisions

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

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

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

  Predicting Movie Status Based on Review Sentiment.

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

• 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

• The Importance of Reproducibility in Machine Learning

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

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

• Mastering NLP Job Interviews

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

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

• 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

• 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

• Ten Years of AI in Review

  From image classification to chatbot therapy.

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

• 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

• 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

• A Deep Dive into GPT Models: Evolution & Performance Comparison

  The blog focuses on GPT models, providing an in-depth understanding and analysis. It explains the three main components of GPT models: generative, pre-trained, and transformers.

  https://www.kdnuggets.com/2023/05/deep-dive-gpt-models.html

• AI is Eating Data Science

  When it's all said and done, and AI has been universally recognized as our rightful overlords, the idea of data science as a standalone field will have been but a blip on our collective radar.

  https://www.kdnuggets.com/2023/05/ai-eating-data-science.html

• What Are Foundation Models and How Do They Work?

  Foundation models represent a significant advancement in AI, enabling versatile and high-performing models that can be applied across various domains, such as NLP, computer vision, and multimodal tasks.

  https://www.kdnuggets.com/2023/05/foundation-models-work.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

• Principal Component Analysis (PCA) with Scikit-Learn

  Learn how to perform principal component analysis (PCA) in Python using the scikit-learn library.

  https://www.kdnuggets.com/2023/05/principal-component-analysis-pca-scikitlearn.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

• Data Scientist’s Guide to Cognitive Biases: A Free eBook

  Are you interested in exploring the topic of cognitive biases? Want to see how they may be affecting your data science practice? Check out this free ebook for this and more.

  https://www.kdnuggets.com/2023/05/data-scientist-guide-cognitive-biases-free-ebook.html

• Build a ChatGPT-like Chatbot with These Courses

  Let's dive into some courses that will give you the knowledge you need to build an AI-based chatbot that looks good and functions well.

  https://www.kdnuggets.com/2023/05/build-chatgptlike-chatbot-courses.html

• HuggingChat Python API: Your No-Cost Alternative

  HuggingChat is a free and open source alternative to commercial chat offerings such as ChatGPT. The unofficial Python API gives you immediate access, without signup, for free.

  https://www.kdnuggets.com/2023/05/huggingchat-python-api-alternative.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

• Dealing With Noisy Labels in Text Data

  The article shows effective coding procedures for fixing noisy labels in text data that improve the performance of any NLP model. The impact is proved by the comparison of the ML algorithm on starting and cleaning the dataset.

  https://www.kdnuggets.com/2023/04/dealing-noisy-labels-text-data.html

• KDnuggets News, April 19: AutoGPT: Everything You Need To Know • 10 Websites to Get Amazing Data for Data Science Projects

  AutoGPT: Everything You Need To Know • 10 Websites to Get Amazing Data for Data Science Projects • 6 ChatGPT mind-blowing extensions to use it anywhere • Mastering Generative AI and Prompt Engineering: A Free eBook • Baby AGI: The Birth of a Fully Autonomous AI

  https://www.kdnuggets.com/2023/n14.html

• How to Get Hired as Data Scientist in the GPT-4 Era

  We will be focusing on statistics, core data science concepts, NLP, prompt engineering, data science portfolio, interview preparation, and AIOps.

  https://www.kdnuggets.com/2023/04/get-hired-data-scientist-gpt4-era.html

• Mastering Generative AI and Prompt Engineering: A Free eBook

  In short, generative AI — and the prompts that power them — are everywhere. But beyond the basics, what do you really know about either? Perhaps you would find a concise, focused ebook on the topics useful.

  https://www.kdnuggets.com/2023/04/free-ebook-mastering-generative-ai-prompt-engineering.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

• Win a NVIDIA GPU with KDnuggets Blog Writing Contest

  KDnuggets and NVIDIA are announcing a blog-writing contest with a GPU focus, with the winner receiving an RTX 3080 Ti GPU!

  https://www.kdnuggets.com/2023/04/win-nvidia-gpu-kdnuggets-blog-writing-contest.html

• Chatting with the Future: Predictions for AI in the Next Decade

  What else should we expect from the rest of 2023 and the next decade in the world of Artificial Intelligence? Let's talk it out.

  https://www.kdnuggets.com/2023/04/chatting-future-predictions-ai-next-decade.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

• How ChatGPT Works: The Model Behind The Bot

  A brief introduction to the intuition and methodology behind the chatbot you can’t stop hearing about.

  https://www.kdnuggets.com/2023/04/chatgpt-works-model-behind-bot.html

• Text Summarization Development: A Python Tutorial with GPT-3.5

  Utilizing the power of GPT-3.5 to develop a simple summarize generator application.

  https://www.kdnuggets.com/2023/04/text-summarization-development-python-tutorial-gpt35.html

• Free eBook: 10 Practical Python Programming Tricks

  Check out this free ebook of tip and tricks for getting ahead with your Python programming skills.

  https://www.kdnuggets.com/2023/04/free-ebook-10-practical-python-programming-tricks.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

• 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

• 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

• Multimodal Models Explained

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

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

• Top 15 YouTube Channels to Level Up Your Machine Learning Skills

  Machine learning is the key driver of innovation and progress but finding the right resources to learn can be a tiring process. Save time searching aimlessly, and take advantage of our curated list of the top 15 YouTube channels to jumpstart your journey.

  https://www.kdnuggets.com/2023/03/top-15-youtube-channels-level-machine-learning-skills.html

• Using ChatGPT for Webpage Construction

  Can ChatGPT create webpages? Let's take it to task and find out.

  https://www.kdnuggets.com/2023/03/chatgpt-webpage-construction.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

• 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

• 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

• What is Google AI Bard?

  Google responds to OpenAI’s ChatGPT with their own AI chatbot, Google Bard.

  https://www.kdnuggets.com/2023/03/google-ai-bard.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

• 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

• 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

• Learning Python in Four Weeks: A Roadmap

  Here is a roadmap for learning Python in four weeks, a combination of curated resources and ChatGPT prompts to master the language.

  https://www.kdnuggets.com/2023/02/learning-python-four-weeks-roadmap.html

• 5 Genuinely Useful Bash Scripts for Data Science

  In this article, we are going to take a look at five different data science-related scripting-friendly tasks, where we should see how flexible and useful Bash can be.

  https://www.kdnuggets.com/2023/02/bash-scripts-data-science.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

• 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

• 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

• Qdrant: Open-Source Vector Search Engine with Managed Cloud Platform

  Qdrant open-source vector similarity search engine is now available in the cloud. The cloud platform for Qdrant offers business users cost-efficient, fully managed service in addition to powerful features of their open-source vector search database.

  https://www.kdnuggets.com/2023/02/qdrant-open-source-vector-search-engine-managed-cloud-platform.html

• Linear Programming 101 for Data Scientists

  This post provides an overview of topics in linear programming, history, and recent advances, software packages, common problem specifications, and a case study using Toronto shelters data and the PuLP software package.

  https://www.kdnuggets.com/2023/02/linear-programming-101-data-scientists.html

• Learning How to Use ChatGPT to Learn Python (or anything else)

  Let's learn how ChatGPT can help us learn about Python... or really anything at all.

  https://www.kdnuggets.com/2023/02/learn-python-chatgpt.html

• ChatGPT for Beginners

  List of best crash courses for ChatGPT.

  https://www.kdnuggets.com/2023/02/chatgpt-beginners.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

• 10 Pandas One Liners for Data Access, Manipulation, and Management

  These 10 one liners will help you start to access, manipulate, and manage data using Pandas.

  https://www.kdnuggets.com/2023/01/pandas-one-liners-data-access-manipulation-management.html

• An Introduction to Markov Chains

  Markov chains are often used to model systems that exhibit memoryless behavior, where the system's future behavior is not influenced by its past behavior.

  https://www.kdnuggets.com/2023/01/introduction-markov-chains.html

• The ChatGPT Cheat Sheet

  Impress your friends and loved ones by perfecting your ChatGPT prompt engineering game with this incredibly useful resource.

  https://www.kdnuggets.com/2023/01/chatgpt-cheat-sheet.html

• Genetic Programming in Python: The Knapsack Problem

  This article explores the knapsack problem. We will discuss why it is difficult to solve traditionally and how genetic programming can help find a "good enough" solution. We will then look at a Python implementation of this solution to test out for ourselves.

  https://www.kdnuggets.com/2023/01/knapsack-problem-genetic-programming-python.html

• ChatGPT as a Python Programming Assistant

  Is ChatGPT useful for Python programmers, specifically those of us who use Python for data processing, data cleaning, and building machine learning models? Let's give it a try and find out.

  https://www.kdnuggets.com/2023/01/chatgpt-python-programming-assistant.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

• 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

• KDnuggets News, January 11: Python Matplotlib Cheatsheets • More Data Science Cheatsheets • Data Science & Machine Learning Developments of 2022

  Key Data Science, Machine Learning, AI and Analytics Developments of 2022 • Python Matplotlib Cheat Sheets • More Data Science Cheatsheets • Free Data Management with Data Science Learning with CS639 • Data-Driven Holiday Cheer: How Santa is Using Analytics to Make the Season Bright

  https://www.kdnuggets.com/2023/n01.html

• Topic Modeling Approaches: Top2Vec vs BERTopic

  This post gives an overview of the strengths and differences of these approaches in extracting topics from text.

  https://www.kdnuggets.com/2023/01/topic-modeling-approaches-top2vec-bertopic.html

• Creating a Web Application to Extract Topics from Audio with Python

  A step-by-step tutorial to build and deploy a web application for topic modeling of a Spotify podcast.

  https://www.kdnuggets.com/2023/01/creating-web-application-extract-topics-audio-python.html

• A Solid Plan for Learning Data Science, Machine Learning, and Deep Learning

  Check out this solid plan for learning Data Science, Machine Learning, and Deep Learning. The entire plan is currently available at no cost to KDnuggets readers.

  https://www.kdnuggets.com/2023/01/mwiti-solid-plan-learning-data-science-machine-learning-deep-learning.html

• Top 38 Python Libraries for Data Science, Data Visualization & Machine Learning

  This article compiles the 38 top Python libraries for data science, data visualization & machine learning, as best determined by KDnuggets staff.

  https://www.kdnuggets.com/2020/11/top-python-libraries-data-science-data-visualization-machine-learning.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

• 24 Best (and Free) Books To Understand Machine Learning

  We have compiled a list of some of the best (and free) machine learning books that will prove helpful for everyone aspiring to build a career in the field.

  https://www.kdnuggets.com/2020/03/24-best-free-books-understand-machine-learning.html

• What Can AI-Powered RPA and IA Mean For Businesses?

  RPA and IA have stunned the business world by availing impressive, intelligent automation capabilities for scales of businesses across industries, which we'll know in this blog.

  https://www.kdnuggets.com/2022/12/aipowered-rpa-ia-mean-businesses.html

• How To Collect Data For Customer Sentiment Analysis

  Customer sentiment analysis involves collecting, analyzing, and leveraging data to understand customers' feelings. This article focuses on how to collect data for customer sentiment analysis.

  https://www.kdnuggets.com/2022/12/collect-data-customer-sentiment-analysis.html

• YOLOv5 PyTorch Tutorial

  Learn and train object detection model using YOLOv5.

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

• Sentiment Analysis on Encrypted Data with Homomorphic Encryption

  This blog post uses the Concrete-ML library, allowing data scientists to use machine learning models in fully homomorphic encryption (FHE) settings without any prior knowledge of cryptography. We provide a practical tutorial on how to use the library to build a sentiment analysis model on encrypted data.

  https://www.kdnuggets.com/2022/12/zama-sentiment-analysis-encrypted-data-homomorphic-encryption.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

• Top 5 NLP Cheat Sheets for Beginners to Professional

  The cheat sheets cover various NLP techniques, tasks, algorithms, frameworks, and analytics.

  https://www.kdnuggets.com/2022/12/top-5-nlp-cheat-sheets-beginners-professional.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

• 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

• 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

• 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

• Research Papers for NLP Beginners

  Read research papers on neural models, word embedding, language modeling, and attention & transformers.

  https://www.kdnuggets.com/2022/11/research-papers-nlp-beginners.html

• KDnuggets Top Posts for October 2022: 10 Cheat Sheets You Need To Ace Data Science Interview

  10 Cheat Sheets You Need To Ace Data Science Interview • 7 Free Platforms for Building a Strong Data Science Portfolio • The Complete Free PyTorch Course for Deep Learning • 3 Valuable Skills That Have Doubled My Income as a Data Scientist • 25 Advanced SQL Interview Questions for Data Scientists • A Data Science Portfolio That Will Land You The Job in 2022 • Top Free Git GUI Clients for Beginners • Essential Books You Need to Become a Data Engineer

  https://www.kdnuggets.com/2022/11/top-posts-october-2022.html

• 5 Linguistics Courses for NLP Practitioners

  This collection of 5 courses is intended to help NLP practitioners or hopefuls acquire some of their lacking linguistics knowledge.

  https://www.kdnuggets.com/2022/11/5-linguistics-courses-nlp-practitioners.html

• Fake It Till You Make It: Generating Realistic Synthetic Customer Datasets

  Finding the data you need is hard. So why not fake it?

  https://www.kdnuggets.com/2022/01/fake-realistic-synthetic-customer-datasets-projects.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

• Approaches to Text Summarization: An Overview

  This article will present the main approaches to text summarization currently employed, as well as discuss some of their characteristics.

  https://www.kdnuggets.com/2019/01/approaches-text-summarization-overview.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

• 15 Free Machine Learning and Deep Learning Books

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

  https://www.kdnuggets.com/2022/10/15-free-machine-learning-deep-learning-books.html

• Don’t Become a Commoditized Data Scientist

  Unicorns don't exist. Aim instead to be an endangered species.

  https://www.kdnuggets.com/2022/10/commoditized-data-scientist.html

• TF-IDF Defined

  Check out this breakdown of TF-IDF by defining its constituent parts.

  https://www.kdnuggets.com/2022/10/tfidf-defined.html

• Getting Started with Automated Text Summarization

  This article will walk through an extractive text summarization process, using a simple word frequency approach, implemented in Python.

  https://www.kdnuggets.com/2019/11/getting-started-automated-text-summarization.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

• The Evolution of Speech Recognition Metrics

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