February, 2022

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Free MIT Courses on Calculus: The Key to Understanding Deep Learning

KDnuggets

Calculus is the key to fully understanding how neural networks function. Go beyond a surface understanding of this mathematics discipline with these free course materials from MIT.

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Learn Mobile Price Prediction Through Four Classification Algorithms

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Mobile phones come in all sorts of prices, features, specifications and all. Price estimation and prediction is an important part of consumer strategy. Deciding on the correct price of a product is very important for the market success of a product. A new […]. The post Learn Mobile Price Prediction Through Four Classification Algorithms appeared first on Analytics Vidhya.

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How AI and Data Analytics Will Impact The Era of COVID-19

Dataconomy

Artificial intelligence (AI) and data analytics are rapidly growing trends in the tech world. With increasing potential for innovation, it is paramount that we stay up to date with all the latest developments in this field. According to MarketsandMarkets, the worldwide artificial intelligence (AI) market will increase from USD 58.3 billion.

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NASA’s New Shortcut to Fusion Power

Hacker News

Physicists first suspected more than a century ago that the fusing of hydrogen into helium powers the sun. It took researchers many years to unravel the secrets by which lighter elements are smashed together into heavier ones inside stars, releasing energy in the process. And scientists and engineers have continued to study the sun’s fusion process in hopes of one day using nuclear fusion to generate heat or electricity.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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Data Speaks for Itself: Data Littering

The Data Administration Newsletter

No, this is not a mistyping of data literacy. Yes, like everyone, I am aware of and fully on-board with the growing movement to improve data literacy in the enterprise. What I want to talk about is Data Littering, which is something else entirely. Data Littering is the deliberate act of creating and distributing data […].

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Age of Moms When Kids are Born

FlowingData

People have kids at a wide range of ages, but the moments tend towards where we are in life. There are social norms and biological norms. Based on data from the National Center for Health Statistics, we can see how these ranges shift by child number. Read More.

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Comparing R and Tableau for Data Visualisation

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. There has been a debate in the industry between R and Tableau. Which is better is the question. Let us see this in today’s article. Source – Author What is Data Visualization? Data visualization is an interdisciplinary field that uses visual elements […]. The post Comparing R and Tableau for Data Visualisation appeared first on Analytics Vidhya.

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DeepMind claims its new code-generating system is competitive with human programmers

Dataconomy

Last year, San Francisco-based research lab OpenAI released Codex, an AI model for translating natural language commands into app code. The model, which powers GitHub’s Copilot feature, was heralded at the time as one of the most powerful examples of machine programming, the category of tools that automates the development and maintenance of.

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RISC-V AI Chips Will Be Everywhere

Hacker News

The adoption of RISC-V, a free and open-source computer instruction-set architecture first introduced in 2010, is taking off like a rocket. And much of the fuel for this rocket is coming from demand for AI and machine learning. According to the research firm Semico , the number of chips that include at least some RISC-V technology will grow 73.6 percent per year to 2027 when there will be some 25 billion AI chips produced, accounting for $291-billion in revenue.

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Machine Learning Technology is Streamlining the Writing Process

Smart Data Collective

Many people appreciate the benefits of artificial intelligence. It has already transformed many sectors, including cybersecurity and manufacturing. However, few people recognize that AI is also becoming an integral part of the writing process. Many college students and marketers are using AI to generate content. A recent study found that the market for AI in the marketing sector is worth over $107 billion.

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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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Trendiest Baby Name Every Year Since 1930, in the U.S.

FlowingData

Baby names gain sudden popularity for various reasons. Maybe a celebrity with a unique name gains traction, or a character in a movie strikes a chord with audiences. Maybe an athlete reaches the peak of fame, and expecting parents have similar dreams. I wondered how these trends changed over time. So using data from the Social Security Administration, I found the most trendy baby name every year since 1930.

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The Complete Collection of Data Science Cheat Sheets – Part 1

KDnuggets

A collection of cheat sheets that will help you prepare for a technical interview, assessment tests, class presentation, and help you revise core data science concepts.

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Search Engines Using Deep Learning

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. An end-to-end guide on building Information Retrieval system using NLP […]. The post Search Engines Using Deep Learning appeared first on Analytics Vidhya.

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Deepdub closes fresh round for dubbing AI that dubs movies, shows, and games

Dataconomy

Dubbing, where recordings in other languages are lip-synced and mixed with a show’s original soundtrack, is an exploding business. One localization platform, Zoo Digital, saw revenues jump by 73% to $28.6 million in July 2018 compared to the year prior. Another, BTI Studios, told Television Business International that dubbing grew from 3%.

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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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Intelligence and Comprehension

O'Reilly Media

I haven’t written much about AI recently. But a recent discussion of Google’s new Large Language Models (LLMs), and its claim that one of these models (named Gopher) has demonstrated reading comprehension approaching human performance , has spurred some thoughts about comprehension, ambiguity, intelligence, and will. (It’s well worth reading Do Large Models Understand Us , a more comprehensive paper by Blaise Agüera y Arcas that is heading in the same direction.).

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DirectX Visualization Optimizes Analytics Algorithmic Traders

Smart Data Collective

Learn how DirectX visualization can improve your study and assessment of different trading instruments for maximum productivity and profitability. Analytics technology has become an invaluable aspect of modern financial trading. A growing number of traders are using increasingly sophisticated data mining and machine learning tools to develop a competitive edge.

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Map of Russian gas exports

FlowingData

Speaking of Russian gas, Josh Holder, Karl Russell and Stanley Reed for The New York Times mapped gas exports from Russia to E.U. countries. NYT used Sankey flows where thicker lines mean more gas, which are paired with a choropleth map that represents share each country’s natural gas imports that are from Russia. Tags: gas , New York Times , Russia.

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Managing Your Reusable Python Code as a Data Scientist

KDnuggets

Here are a few approaches that I have settled on for managing my own reusable Python code as a data scientist, presented from most to least general code use, and aimed at beginners.

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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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Implementing Logistic Regression from Scratch using Python

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction on Logistic Regression If you are here, you are already introduced to the concept of logistic regression and probably have had your hands dirty working on different datasets. The scikitlearn’s LogisticRegression is by far the best tool to use for any logistic regression […].

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Flow delivers AI-powered supermarket automation that works with existing shopping carts

Dataconomy

Retail, particularly supermarket automation, continues to move faster than ten packets of toilet rolls when a lockdown is announced. It won’t surprise anyone that AI is at the forefront of the solutions changing the way we shop, including computer vision. We’ve seen AI-powered solutions that remove the need for cashiers.

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Data for the win: How the Team USA visualizations were made

Tableau

Katherine Rowe. Planning Manager, Tableau. Tanna Solberg. February 3, 2022 - 7:29pm. February 4, 2022. Data analytics now play a growing and crucial role in how sports organizations like Team USA are making decisions and improvements to their programs. As a proud partner of Team USA, Tableau has been working with a number of the National Governing Bodies (NGBs)—the organizations that manage and oversee individual sports—to help them see and understand data related to performance, training, and m

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Cloud Technology Makes Virtual Assistants More Beneficial than Ever

Smart Data Collective

More companies are relying on cloud technology than ever before. They are discovering the benefits of using the cloud to utilize data and facilitate communications between employees, customers, contractors and other stakeholders. One of the underappreciated benefits of cloud technology is that it makes it easier to work with virtual assistants. Savvy executives and small business owners realize that virtual assistants can perform many important tasks a lot more efficiently.

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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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? How to Make a Line Chart with a Color Gradient in R

FlowingData

It’s typically straightforward to make and read a line chart. The position on the line represents a value, and the slope between points represents a rate of change. Usually a line chart that represents a single time series uses a solid color for the line. But while messing with a heatmap, which uses color as its primary visual encoding, I was curious what you could show if you introduced a color scheme to a line chart.

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The Complete Collection of Data Science Cheat Sheets – Part 2

KDnuggets

A collection of cheat sheets that will help you prepare for a technical interview on Data Structures & Algorithms, Machine learning, Deep Learning, Natural Language Processing, Data Engineering, Web Frameworks.

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A Comprehensive Guide on Hyperparameter Tuning and its Techniques

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Image designed by the author – Shanthababu Introduction Every ML Engineer and Data Scientist must understand the significance of “Hyperparameter Tuning (HPs-T)” while selecting your right machine/deep learning model and improving the performance of the model(s). Make it simple, for every […].

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The 7 Cooperative Principles and Why They’re Critical to Data Sovereignty

Dataconomy

Cooperatives are best understood as groups of people with identical or highly similar needs. These needs have traditionally included insurance, money lending and saving, achieving economies of scale, or marketing goods. With data being one of the most valuable commodities on earth (if not the most valuable), it is only.

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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.

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Why Does Multi Domain Master Data Management Matter?

The Data Administration Newsletter

The global master data management (MDM) market is estimated to grow from USD 1.6 billion in 2019 to USD 3.4 billion by 2024, with the multi domain MDM solution segment expected to grow at the highest CAGR during this forecast period. Traditional MDM systems are purpose-built for a single type of data or domain. Each […].

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6 Metrics Data-Driven eCommerce Startups Are Prioritizing

Smart Data Collective

Big data has been changing the state of business for years. More companies than ever are shifting towards digital business models. They are finding new ways to leverage data analytics and AI technology to maximize their ROI. E-commerce startups are investing most heavily in big data, which is why the e-commerce analytics market will be worth over $22 billion by 2025.

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Bubble tea combinations, a visual breakdown

FlowingData

Walk into a boba shop and usually you’ll see a large menu that lists the options for your tea, milk, toppings, ice, and sweetness. With all the variations, you get a lot of combinations. Julia Janicki and Daisy Chung broke it down with an interactive that takes you through the steps. Tags: boba , combinations , Daisy Chung , Julia Janicki.

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What Is the Difference Between SQL and Object-Relational Mapping (ORM)?

KDnuggets

Object-relational mapping, or ORM, is a technique that allows you to interact with databases using the object-oriented paradigm of the programming language of your choosing. How is that different from structured query language, though, and when do you use them?

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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.