Search results for Cloud Computing
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How Automation Is Improving the Role of Data Scientists
Here is an overview of 5 ways that data automation will enhance how scientists spend their time and improve the results they get.https://www.kdnuggets.com/2020/10/automation-improving-data-scientists.html
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Deploying Secure and Scalable Streamlit Apps on AWS with Docker Swarm, Traefik and Keycloak
If you are a data scientist who just wants to get the work done but doesn’t necessarily want to go down the DevOps rabbit hole, this tutorial offers a relatively straightforward deployment solution leveraging Docker Swarm and Traefik, with an option of adding user authentication with Keycloak.https://www.kdnuggets.com/2020/10/deploying-secure-scalable-streamlit-apps-aws-docker-swarm-traefik-keycloak.html
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5 Must-Read Data Science Papers (and How to Use Them)
Keeping ahead of the latest developments in a field is key to advancing your skills and your career. Five foundational ideas from recent data science papers are highlighted here with tips on how to leverage these advancements in your work, and keep you on top of the machine learning game.https://www.kdnuggets.com/2020/10/5-must-read-data-science-papers.html
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6 Lessons Learned in 6 Months as a Data Scientist
When transitioning into a Data Science career, a new mindset toward collaboration, data, and reporting is required. Learn from these recommendations on approaches you should consider to successfully develop into your dream job.https://www.kdnuggets.com/2020/10/6-lessons-6-months-data-scientist.html
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Machine Learning Model Deployment
Read this article on machine learning model deployment using serverless deployment. Serverless compute abstracts away provisioning, managing severs and configuring software, simplifying model deployment.https://www.kdnuggets.com/2020/09/machine-learning-model-deployment.html
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Modern Data Science Skills: 8 Categories, Core Skills, and Hot Skills">Modern Data Science Skills: 8 Categories, Core Skills, and Hot Skills
We analyze the results of the Data Science Skills poll, including 8 categories of skills, 13 core skills that over 50% of respondents have, the emerging/hot skills that data scientists want to learn, and what is the top skill that Data Scientists want to learn.https://www.kdnuggets.com/2020/09/modern-data-science-skills.html
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9 Developing Data Science & Analytics Job Trends
With so much disruption in 2020 already, a recent report by Burtch Works looks ahead to next year and beyond, and shares insights about how today's hiring market trends may impact our work lives for years to come.https://www.kdnuggets.com/2020/09/data-science-analytics-job-trends.html
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Top Online Masters in Analytics, Business Analytics, Data Science – Updated">Top Online Masters in Analytics, Business Analytics, Data Science – Updated
We provide an updated list of best online Masters in AI, Analytics, and Data Science, including rankings, tuition, and duration of the education program.https://www.kdnuggets.com/2020/09/best-online-masters-data-science-analytics-online.html
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Working with Spark, Python or SQL on Azure Databricks
Here we look at some ways to interchangeably work with Python, PySpark and SQL using Azure Databricks, an Apache Spark-based big data analytics service designed for data science and data engineering offered by Microsoft.https://www.kdnuggets.com/2020/08/spark-python-sql-azure-databricks.html
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Why You Should Get Google’s New Machine Learning Certificate
Google is offering a new ML Engineer certificate, geared towards professionals who want to display their competency in topics like distributed model training and scaling to production. Is it worth it?https://www.kdnuggets.com/2020/07/googles-new-machine-learning-certificate.html
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Deep Learning in Finance: Is This The Future of the Financial Industry?
Get a handle on how deep learning is affecting the finance industry, and identify resources to further this understanding and increase your knowledge of the various aspects.https://www.kdnuggets.com/2020/07/deep-learning-finance-future-financial-industry.html
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Upcoming Webinars and Online Events in AI, Data Science, Machine Learning: June
Here are some interesting upcoming webinar, online events and virtual conferences in in AI, Data Science, and Machine Learning.https://www.kdnuggets.com/2020/06/upcoming-webinars-online-events-june.html
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Skills to Build for Data Engineering">Skills to Build for Data Engineering
This article jumps into the latest skill set observations in the Data Engineering Job Market which could definitely add a boost to your existing career or assist you in starting off your Data Engineering journey.https://www.kdnuggets.com/2020/06/skills-build-data-engineering.html
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Why and How to Use Dask with Big Data
The Pandas library for Python is a game-changer for data preparation. But, when the data gets big, really big, then your computer needs more help to efficiency handle all that data. Learn more about how to use Dask and follow a demo to scale up your Pandas to work with Big Data.https://www.kdnuggets.com/2020/04/dask-big-data.html
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2 Things You Need to Know about Reinforcement Learning – Computational Efficiency and Sample Efficiency
Experimenting with different strategies for a reinforcement learning model is crucial to discovering the best approach for your application. However, where you land can have significant impact on your system's energy consumption that could cause you to think again about the efficiency of your computations.https://www.kdnuggets.com/2020/04/2-things-reinforcement-learning.html
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Can Edge Analytics Become a Game Changer?
Edge analytics is considered to be the future of sensor handling, and this article discusses its benefits and architecture of modern edge devices, gateways, and sensors. Deep Learning for edge analytics is also considered along with a review of experiments in human and chess figure detection using edge devices.https://www.kdnuggets.com/2020/02/edge-analytics-game-changer.html
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20 AI, Data Science, Machine Learning Terms You Need to Know in 2020 (Part 1)">20 AI, Data Science, Machine Learning Terms You Need to Know in 2020 (Part 1)
2020 is well underway, and we bring you 20 AI, data science, and machine learning terms we should all be familiar with as the year marches onward.https://www.kdnuggets.com/2020/02/ai-data-science-machine-learning-key-terms-2020.html
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Past 2020 Meetings / Online Events on AI, Analytics, Big Data, Data Science, and Machine Learning
Past | Jan | Feb | Mar | Apr | May | Jun | Jul | Aug | Sep | Oct | Nov | Dec Read more »https://www.kdnuggets.com/meetings/past-meetings-2020.html
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Top 10 Technology Trends for 2020">Top 10 Technology Trends for 2020
With integrations of multiple emerging technologies just in the past year, AI development continues at a fast pace. Following the blueprint of science and technology advancements in 2019, we predict 10 trends we expect to see in 2020 and beyond.https://www.kdnuggets.com/2020/01/top-10-technology-trends-2020.html
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7 Resources to Becoming a Data Engineer">7 Resources to Becoming a Data Engineer
An estimated 8,650% growth of the volume of Data to 175 zetabytes from 2010 to 2025 has created an enormous need for Data Engineers to build an organization's big data platform to be fast, efficient and scalable.https://www.kdnuggets.com/2020/01/resources-become-data-engineer.html
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Google’s New Explainable AI Service">Google’s New Explainable AI Service
Google has started offering a new service for “explainable AI” or XAI, as it is fashionably called. Presently offered tools are modest, but the intent is in the right direction.https://www.kdnuggets.com/2019/12/googles-new-explainable-ai-service.html
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The 4 Hottest Trends in Data Science for 2020">The 4 Hottest Trends in Data Science for 2020
The field of Data Science is growing with new capabilities and reach into every industry. With digital transformations occurring in organizations around the world, 2019 included trends of more companies leveraging more data to make better decisions. Check out these next trends in Data Science expected to take off in 2020.https://www.kdnuggets.com/2019/12/4-hottest-trends-data-science-2020.html
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Data Science Curriculum Roadmap">Data Science Curriculum Roadmap
What follows is a set of broad recommendations, and it will inevitably require a lot of adjustments in each implementation. Given that caveat, here are our curriculum recommendations.https://www.kdnuggets.com/2019/12/data-science-curriculum-roadmap.html
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How to Make an Agile Team Work for Big Data Analytics
Learn how to approach the challenges when merging an agile methodology into a data science team to bring out the best value for your Big Data products.https://www.kdnuggets.com/2019/10/agile-team-big-data-analytics.html
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5 Tips for Novice Freelance Data Scientists
If you want to launch your data science skills into freelance work, then check out these important tips to help you kick start your next adventure in data.https://www.kdnuggets.com/2019/10/5-tips-freelance-data-scientists.html
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How AI will transform healthcare (and can it fix the US healthcare system?)">How AI will transform healthcare (and can it fix the US healthcare system?)
This thorough review focuses on the impact of AI, 5G, and edge computing on the healthcare sector in the 2020s as well as a look at quantum computing's potential impact on AI, healthcare, and financial services.https://www.kdnuggets.com/2019/09/ai-transform-healthcare.html
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XGBoost and Random Forest® with Bayesian Optimisation
This article will explain how to use XGBoost and Random Forest with Bayesian Optimisation, and will discuss the main pros and cons of these methods.https://www.kdnuggets.com/2019/07/xgboost-random-forest-bayesian-optimisation.html
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If you’re a developer transitioning into data science, here are your best resources"> If you’re a developer transitioning into data science, here are your best resources
This article will provide a background on the data scientist role and why your background might be a good fit for data science, plus tangible stepwise actions that you, as a developer, can take to ramp up on data science.https://www.kdnuggets.com/2019/06/developer-transitioning-data-science-best-resources.html
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Best US/Canada Masters in Analytics, Business Analytics, Data Science
In the final part of this series, we provide an updated list of our comprehensive, unbiased survey of graduate programs in Data Science and Analytics from across the US and Canada.https://www.kdnuggets.com/2019/05/best-masters-data-science-analytics-us-canada.html
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2019 Best Masters in Data Science and Analytics – Online
We provide an updated comprehensive and objective survey of online Masters in Analytics and Data Science, including rankings, tuition, and duration of the education program.https://www.kdnuggets.com/2019/04/best-masters-data-science-analytics-online.html
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8 Reasons Why You Should Get a Microsoft Azure Certification">8 Reasons Why You Should Get a Microsoft Azure Certification
With huge and growing popularity of Microsoft Azure, getting that certification will advance your career. Consider these 8 reasons for taking an Azure certification coursehttps://www.kdnuggets.com/2019/03/simplilearn-8-reasons-microsoft-azure-certification.html
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Top 10 Technology Trends of 2019">Top 10 Technology Trends of 2019
This article outlines 10 top trending technologies for 2019, a list which covers diverse topics such as security, IoT, reinforcement learning, energy sustainability, smart cities, and much more.https://www.kdnuggets.com/2019/02/top-10-technology-trends-2019.html
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The Data Science Gold Rush: Top Jobs in Data Science and How to Secure Them
Because big data touches almost every industry across the board, those who aren’t already working in data and analytics will soon be utilizing the technology for its undeniable business benefits. Whichever way you slice it, the future of work is through data.https://www.kdnuggets.com/2019/01/top-jobs-data-science.html
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Top Active Blogs on AI, Analytics, Big Data, Data Science, Machine Learning – updated
Stay up-to-date with the latest technological advancements using our extensive list of active blogs; this is a list of 100 recently active blogs on Big Data, Data Science, Data Mining, Machine Learning, and Artificial intelligence.https://www.kdnuggets.com/2019/01/active-blogs-ai-analytics-data-science.html
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Machine Learning & AI Main Developments in 2018 and Key Trends for 2019">Machine Learning & AI Main Developments in 2018 and Key Trends for 2019
As we bid farewell to one year and look to ring in another, KDnuggets has solicited opinions from numerous Machine Learning and AI experts as to the most important developments of 2018 and their 2019 key trend predictions.https://www.kdnuggets.com/2018/12/predictions-machine-learning-ai-2019.html
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Latest Trends in Computer Vision Technology and Applications
We investigate the advancements in deep learning, the rise of edge computing, object recognition with point cloud, VR and AR enhanced merged reality, semantic instance segmentation and more.https://www.kdnuggets.com/2018/11/trends-computer-vision-technology-applications.html
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Top 3 Trends in Deep Learning
We investigate the intermediate stage of deep learning, and the trends that are emerging in response to the challenges at this stage, including Interoperability and the multi-deployment options.https://www.kdnuggets.com/2018/10/mathworks-top-3-trends-deep-learning.html
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Journey to Machine Learning – 100 Days of ML Code">Journey to Machine Learning – 100 Days of ML Code
A personal account from Machine Learning enthusiast Avik Jain on his experiences of #100DaysOfMLCode, a challenge that encourages beginners to code and study machine learning for at least an hour, every day for 100 days.https://www.kdnuggets.com/2018/09/journey-machine-learning-100-days.html
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Project Hydrogen, new initiative based on Apache Spark to support AI and Data Science
An introduction to Project Hydrogen: how it can assist machine learning and AI frameworks on Apache Spark and what distinguishes it from other open source projects.https://www.kdnuggets.com/2018/08/databricks-project-hydrogen-apache-spark.html
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Event Processing: Three Important Open Problems
This article summarizes the three most important problems to be solved in event processing. The facts in this article are supported by a recent survey and an analysis conducted on the industry trends.https://www.kdnuggets.com/2018/05/event-processing-important-open-problems.html
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To Kaggle Or Not
Kaggle is the most well known competition platform for predictive modeling and analytics. This article looks into the different aspects of Kaggle and the benefits it can bring to data scientists.https://www.kdnuggets.com/2018/05/to-kaggle-or-not.html
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Top 20 Deep Learning Papers, 2018 Edition">Top 20 Deep Learning Papers, 2018 Edition
Deep Learning is constantly evolving at a fast pace. New techniques, tools and implementations are changing the field of Machine Learning and bringing excellent results.https://www.kdnuggets.com/2018/03/top-20-deep-learning-papers-2018.html
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Blockchains and APIs
Major technological advances are providing opportunities for new business models, based on blockchain, which will see an increase in the number of connected devices in our day-to-day lives.https://www.kdnuggets.com/2018/03/blockchains-apis.html
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Gainers and Losers in Gartner 2018 Magic Quadrant for Data Science and Machine Learning Platforms">Gainers and Losers in Gartner 2018 Magic Quadrant for Data Science and Machine Learning Platforms
We compare Gartner 2018 Magic Quadrant for Data Science, Machine Learning Platforms vs its 2017 version and identify notable changes for leaders and challengers, including IBM, SAS, RapidMiner, KNIME, Alteryx, H2O.ai, and Domino.https://www.kdnuggets.com/2018/02/gartner-2018-mq-data-science-machine-learning-changes.html
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Best Masters in Data Science and Analytics in US/Canada
Second comprehensive list of master's degrees in the US and Canada with tuition information and duration.https://www.kdnuggets.com/2017/11/best-masters-data-science-analytics-us-canada.html
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Best Online Masters in Data Science and Analytics – a comprehensive, unbiased survey">Best Online Masters in Data Science and Analytics – a comprehensive, unbiased survey
The first comprehensive and objective survey of online Masters in Analytics / Data Science, including rankings, tuition, and duration of the education program.https://www.kdnuggets.com/2017/11/best-online-masters-analytics-data-science.html
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6 Books Every Data Scientist Should Keep Nearby">6 Books Every Data Scientist Should Keep Nearby
The best way to stay in touch is to continue brushing up on your knowledge while also maintaining experience. It’s the perfect storm or combination of skills to help you succeed in the industry.https://www.kdnuggets.com/2017/10/6-books-every-data-scientist-should-keep-nearby.html
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Top 15 Master of Data Science Programs You May Want To Consider
Top MS of Data Science Programs in the US - on-campus and online that teach you how to humanize data and what you can do to make a difference in your company.https://www.kdnuggets.com/2017/10/top-15-master-data-science-programs.html
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277 Data Science Key Terms, Explained">277 Data Science Key Terms, Explained
This is a collection of 277 data science key terms, explained with a no-nonsense, concise approach. Read on to find terminology related to Big Data, machine learning, natural language processing, descriptive statistics, and much more.https://www.kdnuggets.com/2017/09/data-science-key-terms-explained.html
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6 Reasons Why Python Is Suddenly Super Popular">6 Reasons Why Python Is Suddenly Super Popular
Python is a general-purpose language — sometimes referred to as utilitarian — which is designed to be simple to read and write. The point that it’s not a complex language is important.
https://www.kdnuggets.com/2017/07/6-reasons-python-suddenly-super-popular.html
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Why Every Company Needs a Digital Brain
As emerging technologies like AI/machine learning are adopted across different parts of the business, enterprises require a “digital brain” to coordinate those efforts and generate systemic intelligence.https://www.kdnuggets.com/2017/07/why-every-company-needs-digital-brain.html
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K-means Clustering with Tableau – Call Detail Records Example
We show how to use Tableau 10 clustering feature to create statistically-based segments that provide insights about similarities in different groups and performance of the groups when compared to each other.https://www.kdnuggets.com/2017/06/kmeans-clustering-tableau-call-detail-records.html
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K-means Clustering with R: Call Detail Record Analysis
Call Detail Record (CDR) is the information captured by the telecom companies during Call, SMS, and Internet activity of a customer. This information provides greater insights about the customer’s needs when used with customer demographics.https://www.kdnuggets.com/2017/06/k-means-clustering-r-call-detail-record-analysis.html
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Models: From the Lab to the Factory
In this post, we’ll go over techniques to avoid these scenarios through the process of model management and deployment.https://www.kdnuggets.com/2017/04/models-from-lab-factory.html
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50 Companies Leading The AI Revolution, Detailed">50 Companies Leading The AI Revolution, Detailed
We detail 50 companies leading the Artificial Intelligence revolution in AD Sales, CRM, Autotech, Business Intelligence and analytics, Commerce, Conversational AI/Bots, Core AI, Cyber-Security, Fintech, Healthcare, IoT, Vision, and other areas.https://www.kdnuggets.com/2017/03/50-companies-leading-ai-revolution-detailed.html
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5 Career Paths in Big Data and Data Science, Explained">5 Career Paths in Big Data and Data Science, Explained
Sexiest job... massive shortage... blah blah blah. Are you looking to get a real handle on the career paths available in "Data Science" and "Big Data?" Read this article for insight on where to look to sharpen the required entry-level skills.https://www.kdnuggets.com/2017/02/5-career-paths-data-science-big-data-explained.html
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90 Active Blogs on Analytics, Big Data, Data Mining, Data Science, Machine Learning (updated)
Stay up-to-date in the data science with active blogs. This is a list of 90 recently active blogs on Big Data, Data Science, Data Mining, Machine Learning, and Artificial intelligence.https://www.kdnuggets.com/2017/01/blogs-analytics-big-data-mining-data-science-machine-learning.html
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Do You Suffer From Analytic Personality Disorder (APD)?
Read this lighthearted take on Analytics Personality Disorder, a (nonexistent) syndrome for those obsessed with analytics.https://www.kdnuggets.com/2016/11/analytic-personality-disorder.html
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EDISON Data Science Framework to define the Data Science Profession
EDISON Data Science Framework provides conceptual, instructional and policy components required to establish the Data Science profession.https://www.kdnuggets.com/2016/10/edison-data-science-framework.html
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Top Machine Learning Projects for Julia
Julia is gaining traction as a legitimate alternative programming language for analytics tasks. Learn more about these 5 machine learning related projects.https://www.kdnuggets.com/2016/08/top-machine-learning-projects-julia.html
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Big Data Key Terms, Explained
Just getting started with Big Data, or looking to iron out the wrinkles in your current understanding? Check out these 20 Big Data-related terms and their concise definitions.https://www.kdnuggets.com/2016/08/big-data-key-terms-explained.html
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Internet of Things Key Terms, Explained
This post will define 12 Key Terms for the Internet of Things, in straightforward manner.https://www.kdnuggets.com/2016/07/internet-of-things-key-terms-explained.html
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35 Open Source tools for Internet of Things
If you have heard about the Internet of Things many times by now, its time to join the conversation. Explore the many open source tools & projects related to Internet of Things.https://www.kdnuggets.com/2016/07/open-source-tools-internet-things.html
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Predictive Analytics Introductory Key Terms, Explained
Here is a collection of introductory predictive analytics terms and concepts, presented for the newcomer in a straight-forward, no frills definition style.https://www.kdnuggets.com/2016/07/siegel-predictive-analytics-key-terms-explained.html
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Interview: Florian Douetteau, Dataiku Founder, on Empowering Data Scientists
Here is an interview with Florian Douetteau, founder of Dataiku, on how their tools empower data scientists, and how data science itself is evolving.https://www.kdnuggets.com/2016/07/interview-florian-douetteau-dataiku-empowering-data-scientists.html
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Apache Spark Key Terms, Explained
An overview of 13 core Apache Spark concepts, presented with focus and clarity in mind. A great beginner's overview of essential Spark terminology.https://www.kdnuggets.com/2016/06/spark-key-terms-explained.html
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100 Active Blogs on Analytics, Big Data, Data Mining, Data Science, Machine Learning
Stay on top of your data science skills game! Here’s a list of about 100 most active and interesting blogs on Big Data, Data Science, Data Mining, Machine Learning, and Artificial intelligence.https://www.kdnuggets.com/2016/03/100-active-blogs-analytics-big-data-science-machine-learning.html
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Using Python and R together: 3 main approaches
Well if Data Science and Data Scientists can not decide on what data to choose to help them decide which language to use, here is an article to use BOTH.https://www.kdnuggets.com/2015/12/using-python-r-together.html
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How Data Science increased the profitability of the e-commerce industry?
Data Science helps businesses provide a richer understanding of the customers by capturing and integrating the information on customers web behaviour, their life events, what led to the purchase of a product or service, how customers interact with different channels, and more.https://www.kdnuggets.com/2015/11/how-data-science-increased-profitability-e-commerce-industry.html
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Crushed it! Landing a data science job
Data scientist interviews depend on the company and the team, it might look like a software developer’s interview, or statistician’s interview. Here we collected some hot tips to pass along if you’re thinking about a move soon.https://www.kdnuggets.com/2015/10/erin-shellman-landing-data-science-job.html
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Exclusive Interview: Matei Zaharia, creator of Apache Spark, on Spark, Hadoop, Flink, and Big Data in 2020
Apache Spark is one the hottest Big Data technologies in 2015. KDnuggets talks to Matei Zaharia, creator of Apache Spark, about key things to know about it, why it is not a replacement for Hadoop, how it is better than Flink, and vision for Big Data in 2020.https://www.kdnuggets.com/2015/05/interview-matei-zaharia-creator-apache-spark.html
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Top LinkedIn Groups for Analytics, Big Data, Data Mining, and Data Science – Discussions up, Engagement down
While discussions are growing, the comments and engagements are falling, especially since 2012. We cluster groups into 4 quadrants by activity level and identify most active and engaged groups. Open groups are twice as active as closed.https://www.kdnuggets.com/2015/05/top-linkedin-groups-analytics-big-data-mining-activity-engagement.html
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KDnuggets™ News 14:n35, Dec 29
Features | Software | Opinions | Interviews | News | Courses | Meetings | Jobs | Academic | Tweets | CFP | Quote Features 2015 Read more »https://www.kdnuggets.com/2014/n35.html
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KDnuggets™ News 14:n34, Dec 17
Features | Software | Opinions | Interviews | Reports | News | Webcasts | Jobs | Academic | Tweets | CFP | Quote Features New Read more »https://www.kdnuggets.com/2014/n34.html
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KDnuggets™ News 14:n33, Dec 10
Features | Software | Opinions | Interviews | News | Webcasts | Courses | Meetings | Jobs | Academic | Tweets | CFP | Quote Read more »https://www.kdnuggets.com/2014/n33.html
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KDnuggets™ News 14:n31, Nov 25
Features | Opinions | Interviews | Reports | News | Webcasts | Jobs | Academic | Publications | Tweets | CFP | Quote Features Update: Read more »https://www.kdnuggets.com/2014/n31.html
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KDnuggets™ News 14:n26, Oct 8
Features | Software | Opinions | Interviews | News | Webcasts | Courses | Meetings | Jobs | Academic | Publications | Tweets | CFP Read more »https://www.kdnuggets.com/2014/n26.html
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KDnuggets™ News 14:n23, Sep 3
Features | Software | News | Opinions | Interviews | Reports | Webcasts | Courses | Meetings | Jobs | Academic | Publications | Tweets Read more »https://www.kdnuggets.com/2014/n23.html
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BAT: China’s Three Big Data Leaders
We examine the “three big mountains” in Chinese Internet and Big Data industry: Baidu, Alibaba, and Tencent (together called BAT), and look into their different strategy and focus.https://www.kdnuggets.com/2014/08/bat-china-three-big-data-leaders.html
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The First Law of Data Science: Do Umbrellas Cause Rain?
Michael Brodie on the first law of data science, the role of data curation in Big Data analysis, and Thomas Piketty economic theories.https://www.kdnuggets.com/2014/06/first-law-data-science-correlation-causation.html
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Stacking the Deck: The Next Wave of Opportunity in Big Data
A leading venture capitalist explains why Big Data infrastructure market is mostly mature and where lies the next big area of opportunities related to Big Data.https://www.kdnuggets.com/2014/05/stacking-deck-next-wave-opportunity-big-data.html
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Exclusive: Tamr at the New Frontier of Big Data Curation
Our exclusive profile of Tamr (former Data Tamer), the latest startup from legendary Michael Stonebraker, which emerged from stealth mode to address the new field of Big Data Curation.https://www.kdnuggets.com/2014/05/tamr-new-frontier-big-data-curation.html
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KDnuggets™ News 14:n10, Apr 30
Features (9) | Opinions (5) | Software (3) | News (6) | Webcasts (1) | Courses (3) | Meetings (4) | Jobs (10) | Academic Read more »https://www.kdnuggets.com/2014/n10.html
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KDnuggets™ News 14:n03, Feb 5
Features (9) | Software (4) | Webcasts (2) | Courses, Events (9) | Meetings (3) | Jobs (9) | Academic (3) | Competitions (1) | Publications (7) | Tweets (7) | NewsBriefs (3) | CFP (14) | Quote Features Top Trends in Analytics and Big Data ahead of Strata 2014 Read more »https://www.kdnuggets.com/2014/n03.html
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KDnuggets™ News 14:n02, Jan 22
Features (10) | Software (3) | Webcasts (2) | Courses, Events (5) | Meetings (3) | Jobs (11) | Academic (3) | Competitions (1) | Publications Read more »https://www.kdnuggets.com/2014/n02.html
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2014 Jan: Analytics, Big Data, Data Mining and Data Science News
All (84) | News, Software (26) | Courses, Events (30) | Publications (15) | Top Tweets (13) AltaPlana 2014 Text Analytics Market Study - Read more »https://www.kdnuggets.com/2014/01/index-old.html
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KDnuggets™ News 14:n01, Jan 8
coming on Jan 8https://www.kdnuggets.com/2014/n01.html
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Libraries and Development Kits for Data Mining
commercial: | free and open-source AC2 (from Isoft), a set of libraries for building data mining solutions on the server side. Analytics1305 Machine Learning Library, Read more »https://www.kdnuggets.com/software/libraries.html
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Blogs on AI, Analytics, Data Science, Machine Learning
Here are some of the most interesting and regularly-updated blogs on Analytics, Big Data, Data Science, Data Mining, and Machine Learning, in alphabetical order. Blog Read more »https://www.kdnuggets.com/websites/blogs.html
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3 Free Big Data books from O’Reilly on Amazon
Free ebooks from O'Reilly Media, available on Amazon, look at Big Data disruptive possibilities, emerging architecture, tools, applications, and trends, with a special section on health care.https://www.kdnuggets.com/2013/10/3-free-big-data-books-from-amazon.html
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KDnuggets Exclusive: Interview with Rayid Ghani, Chief Scientist Obama 2012 Campaign
Rayid Ghani was a leading analytics professional before he joined Obama reelection campaign as a Chief Scientist. KDnuggets asks him about analytics role in the campaign, key to success, Big Data bubble, and advice for aspiring data scientists.https://www.kdnuggets.com/2013/01/kdnuggets-exclusive-interview-rayid-ghani-chief-scientist-obama-2012-campaign.html
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KDnuggets™ News 13:n21, Aug 28
Features (9) | Software (1) | Webcasts (2) | Courses, Events (3) | Meetings (4) | Jobs (5) | Academic (3) | Competitions (1) | Publications Read more »https://www.kdnuggets.com/2013/n21.html
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KDnuggets™ News 13:n18, Jul 31
Features (8) | Software (4) | Webcasts (2) | Courses, Events (5) | Meetings (1) | Jobs (14) | Academic (2) | Competitions (2) | Publications Read more »https://www.kdnuggets.com/2013/n18.html
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Software Suites/Platforms for Analytics, Data Mining, Data Science, and Machine Learning
commercial | free/open source A B C D E F G H I J K L M N O PQ R S T U V Read more »https://www.kdnuggets.com/software/suites.html
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Consulting Companies in AI, Analytics, Data Science, and Machine Learning
A B C D E F G H I J K L M N O P Q R S T U V W XYZ 4i, Read more »https://www.kdnuggets.com/companies/consulting.html
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KDnuggets™ News 13:n12, May 8
Features (9) | Software (4) | Webcasts (3) | Courses, Events (1) | Meetings (3) | Jobs (9) | Academic (3) | Competitions (1) | Publications Read more »https://www.kdnuggets.com/2013/n12.html
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KDnuggets™ News 13:n08, Mar 27
Features (9) | Software (5) | Webcasts (1) | Courses, Events (2) | Meetings (1) | Jobs (6) | Academic (4) | Competitions (3) | Publications Read more »https://www.kdnuggets.com/2013/n08.html
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Advance Your Tech Career with These 3 Popular Certificates
Ready for a change in industry, title or an increased salary?https://www.kdnuggets.com/advance-your-tech-career-with-these-3-popular-certificates
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7 Python Libraries Every Data Engineer Should Know
Interested in switching to data engineering? Here’s a list of Python libraries you’ll find super helpful.https://www.kdnuggets.com/7-python-libraries-every-data-engineer-should-know
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Top 7 Model Deployment and Serving Tools
Learn about the top tools and frameworks that can simplify deploying large machine learning models in production and generate business value.https://www.kdnuggets.com/top-7-model-deployment-and-serving-tools
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Mastering Python for Data Science: Beyond the Basics
This article serves as a detailed guide on how to master advanced Python techniques for data science. It covers topics such as efficient data manipulation with Pandas, parallel processing with Python, and how to turn models into web services.https://www.kdnuggets.com/mastering-python-for-data-science-beyond-the-basics
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Data Science and the Go Programming Language
Northwestern’s School of Professional Studies uses Go in Its Master of Science in Data Science Program.https://www.kdnuggets.com/2024/03/nwu-data-science-go-programming-language
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Python in Finance: Real Time Data Streaming within Jupyter Notebook
Learn a modern approach to stream real-time data in Jupyter Notebook. This guide covers dynamic visualizations, a Python for quant finance use case, and Bollinger Bands analysis with live data.https://www.kdnuggets.com/python-in-finance-real-time-data-streaming-within-jupyter-notebook
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A Data Lake, You Call It? It’s a Data Swamp
How and why the data lake architecture often fails to meet its promises. And how better governance helps mitigate such challenges.https://www.kdnuggets.com/a-data-lake-you-call-it-it-a-data-swamp
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Top 16 Technical Data Sources for Advanced Data Science Projects
Here are data repositories that will up your data science game and improve your data projects.https://www.kdnuggets.com/top-16-technical-data-sources-for-advanced-data-science-projects
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KDnuggets News, January 17: 4 Steps to Become a Generative AI Developer • Pandas vs. Polars: A Comparative Analysis
This week on KDnuggets: We cover what a generative AI developer does, what tools you need to master, and how to get started • An in-depth analysis of Python DataFrame library syntax, speed, and usability... which one is best? • And much, much more!https://www.kdnuggets.com/newsletter-n02-2024-01-17
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Running Mixtral 8x7b On Google Colab For Free
Learn how to run the advanced Mixtral 8x7b model on Google Colab using LLaMA C++ library, maximizing quality output with limited compute requirements.https://www.kdnuggets.com/running-mixtral-8x7b-on-google-colab-for-free
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Level 50 Data Scientist: Python Libraries to Know
This article will help you understand the different tools of Data Science used by experts for Data Visualization, Model Building, and Data Manipulation.https://www.kdnuggets.com/level-50-data-scientist-python-libraries-to-know
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Evaluating Methods for Calculating Document Similarity
The blog covers methods for representing documents as vectors and computing similarity, such as Jaccard similarity, Euclidean distance, cosine similarity, and cosine similarity with TF-IDF, along with pre-processing steps for text data, such as tokenization, lowercasing, removing punctuation, removing stop words, and lemmatization.https://www.kdnuggets.com/evaluating-methods-for-calculating-document-similarity
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KDnuggets News, December 6: GitHub Repositories to Master Machine Learning • 5 Free Courses to Master Data Engineering
This week on KDnuggets: Discover GitHub repositories from machine learning courses, bootcamps, books, tools, interview questions, cheat sheets, MLOps platforms, and more to master ML and secure your dream job • Data engineers must prepare and manage the infrastructure and tools necessary for the whole data workflow in a data-driven company • And much, much more!https://www.kdnuggets.com/newsletter-n44-2023-12-06
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Types of Visualization Frameworks
Matching your needs with your ideal visualization framework.https://www.kdnuggets.com/types-of-visualization-frameworks
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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
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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
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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
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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
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GPT-4 Details Have Been Leaked!
What has OpenAI been keeping in the woodwork about GPT-4?https://www.kdnuggets.com/2023/07/gpt4-details-leaked.html
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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
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Using RAPIDS cuDF to Leverage GPU in Feature Engineering
Improving Performance by Replacing Pandas with cuDF in Creating Data Frames and Engineering Features and Integrating with Google Colab.https://www.kdnuggets.com/2023/06/rapids-cudf-leverage-gpu-feature-engineering.html
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Meet Gorilla: UC Berkeley and Microsoft’s API-Augmented LLM Outperforms GPT-4, Chat-GPT, and Claude
The model is augmented with APIs from Torch Hub, TensorFlow Hub and HuggingFace.https://www.kdnuggets.com/2023/06/meet-gorilla-uc-berkeley-microsoft-apiaugmented-llm-outperforms-gpt4-chatgpt-claude.html
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Data Analytics Tools You Need To Know in 2023
What tools do you need to know to be a successful data analyst?https://www.kdnuggets.com/2023/05/data-analytics-tools-need-know-2023.html
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Introducing MPT-7B: A New Open-Source LLM
An LLM Trained on 1T Tokens of Text and Code by MosaicML Foundation Series.https://www.kdnuggets.com/2023/05/introducing-mpt7b-new-opensource-llm.html
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Stop Doing this on ChatGPT and Get Ahead of the 99% of its Users
Unleash the power of AI writing with effective prompts.https://www.kdnuggets.com/2023/05/stop-chatgpt-get-ahead-99-users.html
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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
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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
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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
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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
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Setup and use JupyterHub (TLJH) on AWS EC2
JupyterHub is a multi-user, container-friendly version of the Jupyter Notebook. However, it can be difficult to setup. This blog post will make you less likely to run into issues in this 15+ step process.https://www.kdnuggets.com/2023/01/setup-jupyterhub-tljh-aws-ec2.html
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Scaling Data Management Through Apache Gobblin
Software companies can manage big data at a hyper-scale on different infrastructure stacks using Apache Gobblin.https://www.kdnuggets.com/2023/01/scaling-data-management-apache-gobblin.html
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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
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How To Find The Best Data Science Remote Jobs
Learn Why, What, and How about the best data science remote jobs.https://www.kdnuggets.com/2022/12/find-best-data-science-remote-jobs.html