Sat.Sep 18, 2021 - Fri.Sep 24, 2021

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Building a Machine Learning Model for Title Generation

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Image 1 Introduction In this article, I will use the YouTube Trends database and Python programming language to train a language model that generates text using learning tools, which will be used for the task of making youtube video articles or for your blogs. […]. The post Building a Machine Learning Model for Title Generation appeared first on Analytics Vidhya.

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5 Risks of the Cloud’s Rapid Expansion

Dataconomy

Businesses across virtually every industry are rapidly adopting cloud service solutions. The global cloud computing market was worth an impressive $371.4 billion in 2020 and could more than double to $832.1 billion by 2025. Amid this rapid expansion, organizations must recognize this movement’s risks. Cloud security isn’t necessarily less secure.

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Deep Learning’s Diminishing Returns

Hacker News

This article is part of our special report on AI, “ The Great AI Reckoning. ”. Deep learning is now being used to translate between languages, predict how proteins fold , analyze medical scans , and play games as complex as Go , to name just a few applications of a technique that is now becoming pervasive. Success in those and other realms has brought this machine-learning technique from obscurity in the early 2000s to dominance today.

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How Men and Women Spend Their Days

FlowingData

For the employed, unemployed, and those not in the labor force, these charts — using an oldie but goodie visualization layout — show the percentage of people doing an activity over a day in 2020. Read More.

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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A Complete Guide on Sampling Techniques for Data Science

Analytics Vidhya

This article was published as a part of the Data Science Blogathon In this guide, I will share a detailed deep-dive of what is sampling, what are sampling techniques, and the industry use cases. As you know, fundamental to Data Science is getting good quality sample data. We always derive population parameters from the sample. Our […]. The post A Complete Guide on Sampling Techniques for Data Science appeared first on Analytics Vidhya.

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Protecting $50 billion in funds, DeFi security outfit Immunefi is a metaphor for all startups

Dataconomy

Decentralized finance – DeFi – has exploded over the last couple of years. And with any fast-moving new tech sector, some people will attempt to take advantage of the industry, which means DeFi security is a booming sector as we protect against an ever-increasing amount of hacks, breaches, and exploits.

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The First Rule of Machine Learning: Start without Machine Learning

Eugene Yan

Why this is the first rule, some baseline heuristics, and when to move on to machine learning.

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Data Analysis and Price Prediction of Electric Vehicles

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Overview of Electric Vehicle Sector The supply of fossil fuels is constantly decreasing. The situation is very alarming. It is time for the world to slowly adapt to electric vehicles. A lot of change needs to happen. Major carmakers like Tesla and Porsche manufacture […]. The post Data Analysis and Price Prediction of Electric Vehicles appeared first on Analytics Vidhya.

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Why Financial Service Institutions Need To Start Taking AI and CX More Seriously During Uncertain Times

Dataconomy

If there has been a silver lining to the pandemic, it’s been added great momentum and speed to digital transformation. Financial Service Institutions (FSIs) are entrenched in an industry that is time-honored and, as a result, often old-fashioned. However, FSIs must embrace developments in technology, specifically AI and customer experience.

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Data-Driven Strategies for Resolving Cyber Threats as a Business Owner

Smart Data Collective

Big data has become an essential asset in the fight against cybercrime. This has caused the demand for cybersecurity professionals with a background in big data to grow. It is important to use the latest data analytics and AI technology to counter these threats if at all possible. Business Owners Lean on Big Data to Deal with Cybercrime Threats. It’s no secret that the COVID pandemic caused a lot of industries to get flipped on their head or at least make some major organizational changes in ord

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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A flag planted for every Covid-19 death

FlowingData

In fall 2020, Suzanne Brennan Firstenberg planted a flag for each American who died from Covid-19. There were over a quarter of a million flags at the time. The art installation is back at the National Mall, but this time there are over 660,000 flags. The scale is just… a lot. Tags: coronavirus , flags , physical , Suzanne Brennan Firstenberg.

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Beginner’s Guide to Recursion in Python

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Introduction: Hello Readers, hope all of you are doing great. In this article, we will be covering all the basics needed for a beginner to start with recursion in python. What is Recursion? In many programs, you must have implemented a function that calls/invokes […]. The post Beginner’s Guide to Recursion in Python appeared first on Analytics Vidhya.

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Humans and AI: Why AI Won’t Take Your Job

DataRobot

Could you do your job without a computer? As a child in the 1970s, I was told that computers would take all of our jobs. Yet here I am, working in a career that wouldn’t exist without computers. Most modern jobs require computers for emails, report writing, or videoconferences. Rather than replacing our jobs, computers have created new jobs and made existing jobs more human-centric, as we delegate tedious mechanistic tasks to machines.

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Writing the Ideal Resume for Your Next Job in Data Science

Smart Data Collective

While it might sound ironic that high-tech fields such as data science still require you to submit a resume, even the most cursory look over a list of job openings should prove this to be true. Managers and HR department staffers in even the most technically-oriented companies are actually on the lookout for candidates with an impressive resume. This might encourage some applicants to stretch the truth.

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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? Visualization Tools and Learning Resources, September 2021 Roundup

FlowingData

Every month I collect tools and resources to help you make better charts. Here’s the good stuff for September 2021. Become a member for access to this — plus tutorials, courses, and guides.

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How to Develop a Virtual Keyboard Using OpenCV

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Introduction OpenCV is the most popular library for the task of computer vision, it is a cross-platform open-source library for machine learning, image processing, etc. using which real-time computer vision applications are developed. CVzone is a computer vision package, where it uses OpenCV and […].

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Develop and explore in a private space before sharing—meet Personal Space

Tableau

Varnit Grewal. Product Manager. Bronwen Boyd. September 21, 2021 - 11:05pm. September 22, 2021. Tableau users are passionate about exploring data and masterfully designing visualizations, but getting started isn’t always as easy as it should be. With admin-controlled projects and sites filled with outdated or unfinished content, finding the content you need and a place to save your work in progress can be a challenge.

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How Can Machine Learning Change Customer Reviews?

Smart Data Collective

Machine Learning is a branch of Artificial Intelligence that works by giving computers the ability to learn without being explicitly programmed. Machine Learning is already being used in many aspects of our life , from recommending movies or music based on past preferences to giving doctors’ advice on relevant treatments for their patients. As technology advances, machine learning will have more opportunities to help businesses engage with their customers and improve the overall customer experie

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Americans are dying too much

FlowingData

Derek Thompson for The Atlantic highlights recent research comparing mortality in America against rates in Europe : According to a new working paper released by the National Bureau of Economic Research, Americans now die earlier than their European counterparts, no matter what age you’re looking at. Compared with Europeans, American babies are more likely to die before they turn 5, American teens are more likely to die before they turn 20, and American adults are more likely to die before they t

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Complete Guide to Feature Engineering: Zero to Hero

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Introduction You must be aware of the fact that Feature Engineering is the heart of any Machine Learning model. How successful a model is or how accurately it predicts that depends on the application of various feature engineering techniques. In this article, we are […]. The post Complete Guide to Feature Engineering: Zero to Hero appeared first on Analytics Vidhya.

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How to: Focus on three areas for a holistic data governance approach for self-service analytics

Tableau

Nathan Cho. Nirav Kamdar. Spencer Czapiewski. September 23, 2021 - 11:58pm. September 28, 2021. Editor’s note: This article originally appeared on CIO.com. If we asked you, “What does your organization need to help more employees be data-driven?” where would “better data governance” land on your list? Hopefully, at the top, because it’s the very foundation of self-service analytics.

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What Skills Are Needed for a Career in Data-Driven Cybersecurity?

Smart Data Collective

Big data has become more important than ever in the realm of cybersecurity. You are going to have to know more about AI, data analytics and other big data tools if you want to be a cybersecurity professional. Big Data Skills Must Be Utilized in a Cybersecurity Role. As far as computer and information technology occupations go, security awareness training is a key starting point for anyone interested in the bright future that this sector offers.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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Data-Intensive University Research Finds Value in Open Storage

Dataversity

Click to learn more about author Morgan Littlewood. Much has been written about the hunger for data storage in university research, whether in the humanities, arts, social sciences, genomic studies, astronomy, or seismic research. An increasingly popular option has been open-source storage – or “Open Storage” – which is software that is developed in a […].

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Different Type of Correlation Metrics Used by Data Scientists

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Introduction Before explaining the correlation and correlation metrics, I would like you to answer a simple question. Let’s suppose you are the owner of a company that makes soft drinks. You have collected past one-year records which are the cost and sales of the […]. The post Different Type of Correlation Metrics Used by Data Scientists appeared first on Analytics Vidhya.

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Tableau AI in the flow of work with Slack-First Analytics

Tableau

Francois Ajenstat. Chief Product Officer, Tableau. Christine Zuniga. September 20, 2021 - 11:22pm. September 21, 2021. Data is no longer just a competitive advantage. It is critical to the health—and often the survival—of an organization. Fostering a Data Culture equips every individual in your organization with the insights they need to tackle your most complex business challenges.

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How Blockchain Advances Paved the Route for the Success of Dogecoin

Smart Data Collective

Blockchain technology has been instrumental in the development of new forms of commerce. A growing number of new cryptocurrencies have emerged, due to major developments in blockchain. We have talked in the past about using data analytics to choose the best cryptocurrencies to invest in. However, we don’t talk as much about the role of blockchain in the inception of these cryptocurrencies and new digital coins on the scene.

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.

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Three Tips for Safeguarding Against Data Breaches

Dataversity

Click to learn more about author Balaji Ganesan. Sources indicate 40% more Americans will travel in 2021 than those in 2020, meaning travel companies will collect an enormous amount of personally identifiable information (PII) from passengers engaging in “revenge” travel. In a near 100% digital world, sensitive information including credit card numbers, email addresses, phone numbers, COVID-19 […].

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Guide for Data Visualization With Bokeh Python Library

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Image 1 Introduction I am sure many of you have read several articles around the world stating the buzz around “Machine Learning, “Data Scientist”, “Data Visualization” and so on. Some have branded data science as the sexiest job of the 21st century. A report […].

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Develop and explore in a private space before sharing—meet Personal Space

Tableau

Varnit Grewal. Product Manager. Bronwen Boyd. September 21, 2021 - 11:05pm. September 22, 2021. Tableau users are passionate about exploring data and masterfully designing visualizations, but getting started isn’t always as easy as it should be. With admin-controlled projects and sites filled with outdated or unfinished content, finding the content you need and a place to save your work in progress can be a challenge.

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4 Ways to Use Data Analytics to Bolster Your Email Marketing Strategy

Smart Data Collective

Email marketing ranks among the best ways to stay in touch with an audience and potentially to build one too. However, like so many digital marketing tasks, it’s something that undergoes constant evolution and development. Even with the initial tasks out of the way, such as deciding on a tone and template and testing your email servers , it requires regular work to keep people engaged.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.