Sat.Apr 04, 2020 - Fri.Apr 10, 2020

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5 Amazing Google Colab Hacks You Should Try Today!

Analytics Vidhya

Introduction Google Colab is an amazing gift to the data science community from the fine folks at Google. Colab gives us the ability to. The post 5 Amazing Google Colab Hacks You Should Try Today! appeared first on Analytics Vidhya.

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Hackathons and action groups: how tech is responding to the COVID-19 pandemic

Dataconomy

The global COVID-19 pandemic has generated a wide variety of responses from citizens, governments, charities, organizations, and the startup community worldwide. At the time of writing, the number of confirmed cases has now exceeded 1,000,000, affecting 204 countries and territories. From mandated lockdowns to applauding health workers from balconies, a.

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4 Key Competitive Advantages of Big Data in Business

Smart Data Collective

90% of all data in the world has been generated in the last two years. With that in mind, it’s not surprising that a lot of companies are struggling with structuring and making sense of the data that they have, which causes various organizational issues, as well as limits the potential growth. That’s why big data companies that can help use that data are in such high demand.

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Using Small Datasets to Build Models

DataRobot

The world is going through extremely turbulent times. With the ongoing disruption of our lives, communities, and businesses from the COVID-19 pandemic, predictions from existing machine learning models trained prior to the pandemic become less reliable. There is plenty of historical data, but historical examples from before the pandemic may not provide the relevant examples needed to train a model that is useful today.

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What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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10 Powerful and Time-Saving Data Exploration Hacks, Tips and Tricks!

Analytics Vidhya

Introduction “ Give me six hours to chop down a tree and I will spend the first four sharpening the axe.” – Abraham Lincoln. The post 10 Powerful and Time-Saving Data Exploration Hacks, Tips and Tricks! appeared first on Analytics Vidhya.

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#HackCorona 2.0: Open-source hardware, telehealth & pandemic forecasts

Dataconomy

According to WHO, it took more than 3 months to reach the first 100,000 confirmed cases of coronavirus worldwide, but only 12 days to reach 200,000, 4 days to reach 300,000, 3 days to reach 400,000 and another 5 to reach 700,000. China’s cases rocketed in the early weeks of. The post #HackCorona 2.0: Open-source hardware, telehealth & pandemic forecasts appeared first on Dataconomy.

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Brandon Rohrer – How Deep Neural Networks Work

Data Science 101

Brandon Rohrer is an expert in neural networks and deep learning. Plus, he makes really excellent videos about the topic. His entire YouTube Channel is worth viewing. How Deep Neural Networks Work by Brandon Rohrer. The post Brandon Rohrer – How Deep Neural Networks Work appeared first on Data Science 101.

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Supervised Learning vs. Unsupervised Learning – A Quick Guide for Beginners

Analytics Vidhya

Introduction “What’s the difference between supervised learning and unsupervised learning?” This is an all too common question among beginners and newcomers in machine learning. The post Supervised Learning vs. Unsupervised Learning – A Quick Guide for Beginners appeared first on Analytics Vidhya.

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Stop Taking Regular Notes; Use a Zettelkasten Instead

Eugene Yan

Using a Zettelkasten helps you make connections between notes, improving learning and memory.

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5 Artificial Intelligence Trends Changing The eCommerce Industry

Smart Data Collective

Artificial Intelligence (AI) is changing the way that eCommerce companies do business. AI is being implemented in systems across the eCommerce sector. From generating leads to gathering information, AI has improved multiple facets of the industry. Algorithmic bots have revolutionized customer facing services. Automated systems are the driving force behind improvements in back-end eCommerce software. eCommerce AI is a data-driven trend that allows companies to manage and analyze consumer informat

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Agent Tooling: Connecting AI to Your Tools, Systems & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

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New AI Applications Unlock the Value of AI

DataRobot

If you’re a regular reader of the DataRobot blog, you likely fall into one of two categories. Perhaps you’re a data scientist who’s looking for ideas about how to get started with advanced time series forecasting , information about our expanded support for deep learning , or maybe just some ideas on how you can automate some of the data science tasks you dread.

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Build your Own Object Detection Model using TensorFlow API

Analytics Vidhya

The World of Object Detection I love working in the deep learning space. It is, quite frankly, a vast field with a plethora of. The post Build your Own Object Detection Model using TensorFlow API appeared first on Analytics Vidhya.

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Brandon Rohrer – How Deep Neural Networks Work

Data Science 101

Brandon Rohrer is an expert in neural networks and deep learning. Plus, he makes really excellent videos about the topic. His entire YouTube Channel is worth viewing. How Deep Neural Networks Work by Brandon Rohrer. See other top data science videos on the Data Science 101 video page. The post Brandon Rohrer – How Deep Neural Networks Work appeared first on Ryan Swanstrom.

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New DoE Program Drives Demand For Machine Learning Programmers

Smart Data Collective

Machine learning is leading to numerous changes in the energy industry. The Department of Energy recently announced that it is taking steps to accelerate the integration of machine learning technology in energy research and development. The head of the Department of Energy announced that they will be investing $30 million in artificial intelligence and machine learning algorithms.

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How to Modernize Manufacturing Without Losing Control

Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives

Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri

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DataRobot ML Ops 6.0 is Now GA and Packed with New Capabilities

DataRobot

Deploying models into production remains a critical challenge for organizations adopting AI. For many custom-built models, deployment requires extensive data science knowledge and coding expertise to promote those models from development to production. With varied languages and frameworks across AI teams and projects, deployment becomes even more challenging and specialized, depleting critical resources from data science and IT teams alike.

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How to Read Common File Formats in Python – CSV, Excel, JSON, and more!

Analytics Vidhya

Introduction I have recently come across a lot of aspiring data scientists wondering why it’s so difficult to import different file formats in Python. The post How to Read Common File Formats in Python – CSV, Excel, JSON, and more! appeared first on Analytics Vidhya.

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Towards understanding glasses with graph neural networks

DeepMind

Under a microscope, a pane of window glass doesn’t look like a collection of orderly molecules, as a crystal would, but rather a jumble with no discernable structure. Glass is made by starting with a glowing mixture of high-temperature melted sand and minerals. Once cooled, its viscosity (a measure of the friction in the fluid) increases a trillion-fold, and it becomes a solid, resisting tension from stretching or pulling.

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Big Data Is Fundamentally Altering the Future of File Transfer Security

Smart Data Collective

Big data is changing the nature of file transfer technology. It is both creating new challenges and new opportunities. The good news is that big data is leading to new file sharing technology, which is making it easier to solve certain file transfer problems. On the other hand, it is increasing the bandwidth requirements companies face. Stewart Harper wrote a blog post about the problems companies face when they try to move big data to the cloud.

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Automation, Evolved: Your New Playbook for Smarter Knowledge Work

Speaker: Frank Taliano

Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.

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The Importance of Data Protection During the Coronavirus Pandemic

Smart Data Collective

During the recent coronavirus pandemic, we’ve been spending more and more time indoors. That makes us do more things on the internet. Some of us who were lucky enough to keep our jobs and work from home are also continually browsing the web. That might be fun and interesting, but we need to take into account the sheer influx of data that we’re providing to the numerous different web pages.

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Can AI Slash the Costs of Accounting Errors in 2020?

Smart Data Collective

Machine learning is helping companies in every sector optimize their business models. Machine learning advances are helping companies solve some of their most obvious problems. However, they are also helping businesses deal with more mundane issues, such as accounting problems. While these problems seem less important at first glance, they are actually very important to address.

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Machine Learning Offers New Opportunities with the Evolution of Branding Signatures

Smart Data Collective

Artificial intelligence has been one of the most disruptive new technologies to affect the marketing profession in the last 50 years. One study found that 53% of marketers plan to use machine learning in some capacity. At Smart Data Collective, we have discussed many of the ways that AI and machine learning have changed the face of performance marketing.