Analytics Vidhya
APRIL 16, 2021
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Table of Contents Introduction Gentle Overview Cons of Using PCA. The post Principal Component Analysis Introduction and Practice Problem appeared first on Analytics Vidhya.
Dataconomy
APRIL 13, 2021
Data professionals have long debated the merits of the data lake versus the data warehouse. But this debate has become increasingly intense in recent times with the prevalence of data and analytics workloads in the cloud, the growing frustration with the brittleness of Hadoop, and hype around a new architectural.
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Smart Data Collective
APRIL 16, 2021
Cyber-attacks have emerged as a big threat to the world. The World Economic Forum has included cyber-attacks and data breaches in the list of top global risks in 2020. The problems associated with data breaches cannot possibly be overstated. The average data breach cost $3.86 million and that figure could rise even further in the future. While a cyber-attack can take a toll on anyone, it is particularly threatening for business enterprises.
Tableau
APRIL 12, 2021
Kate Grinevskaja. Product Manager, Tableau Prep. Kristin Adderson. April 12, 2021 - 10:59pm. April 14, 2021. Data discovery and trust have been core principles of Tableau Catalog (part of Tableau Data Management ) since its introduction with Tableau 2019.3. With every release, we continue to add features that help users find and use trusted data with confidence.
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.
Analytics Vidhya
APRIL 12, 2021
ArticleVideo Book This article was published as a part of the Data Science Blogathon. The following tutorial assumes some basic knowledge about Python programming. The post A Gentle Introduction to PyTorch Library for Deep Learning appeared first on Analytics Vidhya.
Dataconomy
APRIL 12, 2021
The TV landscape of 2021 is unrecognizable compared to that of the 1950s when TV ad exposure measurement was born. As viewing habits have evolved over the decades, the advertising industry hasn’t always kept up-to-date. The worldwide pandemic and national lockdowns became a catalyst for change, with UK audiences spending.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Eugene Yan
APRIL 10, 2021
More education, achievements, and awards don't shoo away imposter syndrome. Here's what might help.
Analytics Vidhya
APRIL 11, 2021
ArticleVideo Book This article was published as a part of the Data Science Blogathon. This post is to compare the performance of different methods. The post How to manipulate a 20G CSV file efficiently? appeared first on Analytics Vidhya.
Dataconomy
APRIL 16, 2021
This article originally appeared on Hackernoon and is reproduced with permission. Hyper-casual games have captured the mobile games industry’s interest ever since the incredible meteoric rise (and fall) of Flappy Bird in 2014. In 2018, the total mobile games market stood at $50 billion, of which $10 billion came from.
Smart Data Collective
APRIL 14, 2021
For most entrepreneurs, the best way to make money is to find ways to work smarter and not harder. While different companies, regardless of their size, have different operational processes, they share a common need for actionable insight to drive success in their business. Advancement in big data technology has made the world of business even more competitive.
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.
Dataversity
APRIL 14, 2021
Click to learn more about author Steve Leeper. Today’s data-hungry organizations face a growing range of management and migration challenges as their use of on-prem storage evolves and their consumption of cloud services continues to climb. Public cloud providers are rapidly increasing the capabilities of their file storage options in addition to their object storage […].
Analytics Vidhya
APRIL 16, 2021
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Creating a machine learning model is a wholesome process involving. The post The Easiest Way To Deploy Machine Learning Models: PyWebIO appeared first on Analytics Vidhya.
Alation
APRIL 13, 2021
Chris Atkinson is partner CTO at Snowflake. He works with Snowflake partners to craft joint solutions. Much of his work focuses on democratising data and breaking down data silos to drive better business outcomes. In this blog, Chris shows how Snowflake and Alation together accelerate data culture. He shows how Texas Mutual Insurance Company has embraced data governance to build trust in data.
Smart Data Collective
APRIL 13, 2021
A robust Artificial Intelligence or AI-based virtual assistant can supercharge your lead conversion process and optimize your marketing and sales teams’ performance. Conversica is one such solution, providing Intelligent Virtual Assistants (IVA) for customer engagement that help companies attract, obtain, and grow a customer base at scale. However, while Conversica offers excellent AI assistant features and functionalities, there are pros and cons to using the solution that might not fully addre
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
Dataversity
APRIL 14, 2021
Click to learn more about author Biju Dominic. When AlphaGo made the 37th move in the second game of the famous match between AlphaGo and the leading Go player Lee Sedol, all the commentators of the match were shocked. It was a move no human player would ever think of making. In the thousand-year history of […]. The post Why AI Should Join Forces with Neuroscience appeared first on DATAVERSITY.
Analytics Vidhya
APRIL 12, 2021
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Machine Learning is a very interesting branch of Artificial Intelligence. The post Probability Theory Basics in Machine Learning appeared first on Analytics Vidhya.
R. Scott Raynovich
APRIL 13, 2021
Microsoft Links Up with Alkira Microsoft is looking to build on its momentum in the cloud world by forging a deep partnership with multi-cloud networking leader Alkira.
Smart Data Collective
APRIL 14, 2021
Artificial intelligence (AI) is no more confined to big businesses. As the technology matures and becomes more affordable, it has found a place in startups and small businesses as well. Do you need some evidence to support this position? A survey of 1,467 CEOs of small and mid-sized businesses (SMBs) found that out of all the current technologies, AI has had the maximum impact on their business. .
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.
Dataversity
APRIL 12, 2021
Click here to learn more about Victor Dudemaine. As data professionals, we are living in the golden age of “DATA.” Data is king. Consulting firms and CEOs alike are proclaiming “data is the new oil” that will run our information economy for years to come. The question I ask each of you then is this: “How […]. The post Why You Should Be Data-Focused – Not Data-Driven appeared first on DATAVERSITY.
Analytics Vidhya
APRIL 11, 2021
ArticleVideo Book This article was published as a part of the Data Science Blogathon. 1. Introduction: Python is a high-level, interpreted, and general-purpose programming. The post An Overview of Python Memory Management appeared first on Analytics Vidhya.
DataRobot
APRIL 13, 2021
Losing customers is expensive. According to Forrester , it costs five times more to acquire new customers than to keep existing ones. Market Metrics says that the probability of selling to an existing customer is in the 60-70 percent range, but only in the 15-20 percent range for a new prospect. You can mitigate this problem. At DataRobot, we can apply intelligent automation to help telecom companies reduce churn and increase revenue by boosting their ability to cross-sell and upsell to customer
Smart Data Collective
APRIL 12, 2021
There’s a lot of data out there, even for businesses that use relatively limited data sets for niche industries. Now that so many companies have tons of data to sift through before they can make informed decisions, lots of organizations are turning to data science consultants. A data science consultant is a specialist that knows how and where to sift through mountains of data for the good stuff that allows you to make smart decisions and take advantage of all the information provided by your cus
Speaker: Chris Townsend, VP of Product Marketing, Wellspring
Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?
Dataversity
APRIL 12, 2021
Click to learn more about author Robin Hernandez. Almost overnight, the pandemic exposed many of the weaknesses of IT departments in the modern business environment. CIOs and their teams were left scrambling to keep operations up and running with a socially distanced skeleton crew, while others faced significant security concerns due to the sudden shift […].
Analytics Vidhya
APRIL 13, 2021
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Python is one of the most used programming languages for. The post Top 15 Python Libraries you must know for Data Science in 2021 appeared first on Analytics Vidhya.
Tableau
APRIL 12, 2021
Kate Grinevskaja. Product Manager, Tableau Catalog. Kristin Adderson. April 12, 2021 - 10:59pm. April 14, 2021. Data discovery and trust have been core principles of Tableau Catalog (part of Tableau Data Management ) since its introduction with Tableau 2019.3. With every release, we continue to add features that help users find and use trusted data with confidence.
Smart Data Collective
APRIL 13, 2021
In the modern world of business, data is one of the most important resources for any organization trying to thrive. It also happens to be one of the most vulnerable and frequently attacked. Business data is highly valuable for cybercriminals. They even go after meta data. Big data can reveal trade secrets, financial information, as well as passwords or access keys to crucial enterprise resources.
Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage
When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m
Dataversity
APRIL 16, 2021
Click to learn more about author Aleksandras Šulženko. As the buzz around artificial intelligence and machine learning keeps increasing, there are few tech-based companies who have yet to try their hand at it. We decided to take the plunge into AI and ML last year. We started small. Instead of attempting to implement machine learning […]. The post Developing AI-Based Solution for Web Scraping: Lessons Learned appeared first on DATAVERSITY.
Analytics Vidhya
APRIL 16, 2021
ArticleVideo Book This article was published as a part of the Data Science Blogathon. What is Python? Python is arguably the most popular programming. The post Top Online Platforms to Learn Python appeared first on Analytics Vidhya.
DataRobot
APRIL 12, 2021
Feature engineering is a critical part of the data science lifecycle that, more often than not, determines the success or failure of an AI project. At DataRobot, we know how hard it is to get started with AI, so we decided to take our automated feature engineering capabilities to the next level. DataRobot’s Feature Discovery accelerates feature engineering by generating hundreds of valuable new features using the relationships between your primary and multiple secondary datasets.
Smart Data Collective
APRIL 11, 2021
Blockchain has been very important for improving digital security. It has been used in many different industries, but is still particularly important in the industry that it was developed for for – cryptocurrency trading. Unfortunately, not all cryptocurrency platforms or exchanges use the same blockchain. You need to make sure that the providers that you use have the best blockchain solutions to ensure the highest level of security.
Speaker: Tamara Fingerlin, Developer Advocate
In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!
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