Analytics Vidhya
FEBRUARY 20, 2021
ArticleVideos This article was published as a part of the Data Science Blogathon. Introduction With the motivation of award-winning from Analytics Vidhya Blogathon3 continuing. The post ML Model Deployment with Webhosting frameworks appeared first on Analytics Vidhya.
David Menninger's Analyst Perspectives
FEBRUARY 24, 2021
Ventana Research recently announced its 2021 market agenda for Analytics , continuing the guidance we’ve offered for nearly two decades to help organizations derive optimal value from technology investments to improve business outcomes.
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O'Reilly on Data
FEBRUARY 26, 2021
A couple of years ago, Pete Skomoroch, Roger Magoulas, and I talked about the problems of being a product manager for an AI product. We decided that would be a good topic for an article, and possibly more. After Pete and I wrote the first article for O’Reilly Radar, it was clear that there was “more”–a lot more. We then added Justin Norman, VP of Data Science at Yelp, to the team.
Dataiku
FEBRUARY 26, 2021
As with all other key aspects of the economy, the global health crisis we are going through is having a deep impact on AI developments in organizations. In an environment compatible with remote work, COVID-19 acts as a catalyst for proper data usage: many companies need to develop a strong data-supported understanding of the new normal — and react accordingly.
Speaker: Timothy Chan, PhD., Head of Data Science
Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.
Analytics Vidhya
FEBRUARY 26, 2021
ArticleVideo Book Introduction According to industry estimates, only 21% of the available data is present in a structured form. Data is being generated as. The post Basics of Natural Language Processing(NLP) for Absolute Beginners appeared first on Analytics Vidhya.
David Menninger's Analyst Perspectives
FEBRUARY 26, 2021
Ventana Research recently announced its 2021 Market Agenda for data, continuing the guidance we have offered for nearly two decades to help organizations derive optimal value and improve business outcomes.
Data Leaders Brief brings together the best content for data, strategy, and BI professionals from the widest variety of industry thought leaders.
Smart Data Collective
FEBRUARY 25, 2021
We have talked a lot about the benefits of big data in marketing. The global marketing analytics market was worth $2.1 billion in 2019. This figure is expected to rise sharply in the future as more companies are likely to discover the benefits data-driven marketing affords. Understanding the Benefits of Data-Driven Marketing. You have launched your startup.
Analytics Vidhya
FEBRUARY 25, 2021
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Overview Learn about the decision tree algorithm in machine learning, The post Machine Learning 101: Decision Tree Algorithm for Classification appeared first on Analytics Vidhya.
Dataiku
FEBRUARY 23, 2021
In January, our Dataiku Lab team presented their annual findings for up-and-coming machine learning (ML) trends , based on the work they do in machine learning research. In this series, we're going to break up their key topics (trustworthy ML, human-in-the-loop ML, causality, and the connection between reinforcement learning and AutoML) so they're easy for you to digest as you aim to optimize your ML projects in 2021.
Cloudera
FEBRUARY 25, 2021
Be the light – Accepting the call to become the change we seek. As Black History Month comes to a close, global communities and companies alike are left reflecting on recent historical events with shock, awe and a commitment to drive change. We find ourselves faced with the unhealed wounds of our past, a defining moment for our future and an opportunity to become the change we seek as citizens and professionals. .
Speaker: Anne Steiner and David Laribee
As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.
Smart Data Collective
FEBRUARY 24, 2021
Data-driven businesses are finding a number of great strategies that have proven to be remarkably effective. There are a number of tools that use big data to help them improve their business models. A lightweight but powerful, data-driven tool for creating user interfaces, React JS is an open-source JavaScript library originally developed by an employee at Facebook.
Analytics Vidhya
FEBRUARY 24, 2021
ArticleVideo Book This article was published as a part of the Data Science Blogathon. “Champions are brilliant at the. The post Quick Notes on the Basics of Python and the NumPy Library appeared first on Analytics Vidhya.
FineReport
FEBRUARY 25, 2021
Most projects at work involve lengthy and jumbled data, wherefore well-structured analytical reports are particularly important. This article shows you all the major topics that you care about in analytical reporting: What is Analytical Report? Analysis Report Examples How to Write Analytical Reports Effectively? What is Analytical Report? An analytical report is a type of data analysis report that provides information, analysis, and opinions on particular business processes issues.
Paul Turley
FEBRUARY 26, 2021
At last, the second edition of “SQL Server Report Recipes” written by Paul Turley, Robert Bruckner and a host of contributors; is being released, a few recipes at a time. This time around, it will be a free book published through my blog and perhaps other sources.
Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage
Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.
Smart Data Collective
FEBRUARY 24, 2021
The scope of satellite big data applications has dramatically increased lately. Satellite companies offer commercial high-resolution images, and computer companies provide mighty cloud facilities to process them. Basically, while one company retrieves images, the other one ensures their computing. Spatial data helps almost in any niche of human activities.
Analytics Vidhya
FEBRUARY 21, 2021
ArticleVideos This article was published as a part of the Data Science Blogathon. Introduction Reinforcement Learning, seems intriguing, right? Here in this article, we. The post Introduction to Reinforcement Learning for Beginners appeared first on Analytics Vidhya.
Dataiku
FEBRUARY 25, 2021
When choosing a data science use case , it’s important to identify the potential business value (i.e., who will the project benefit, how will it change their current processes and habits), the level of necessary effort, and the likelihood of success (how much risk is involved). No matter the industry, often a great place to start for AI use cases is the office of finance within an organization, as the teams within that group work with a significant amount of data and do a lot of spreadsheet-base
bridgei2i
FEBRUARY 24, 2021
PODCAST: Making AI Real. Episode 3: Empowering HR Organizations with Automated Business Surveillance Systems. Listening time: 11 minutes. Empowering HR Organizations with Automated Business Surveillance Systems. In our latest episode of the AI to Impact podcast, host Monica Gupta – Manager of AI Actions, meets with Sunil Mudgal – Advisor, Talent Analytics, BRIDGEi2i, to discuss the benefits of adopting AI-powered surveillance systems in HR organizations.
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Smart Data Collective
FEBRUARY 21, 2021
Data analytics is very important to the future of marketing. A growing number of marketers are using data analytics technology to optimize their lead generation models. One of the most important benefits of using data analytics is that it can improve AI algorithms. This is important, since AI is integral to modern lead generation. But what lead generation strategies can you use in conjunction with your data analytics tools.
Analytics Vidhya
FEBRUARY 24, 2021
ArticleVideo Book Introduction to Artificial Intelligence and Machine Learning Artificial Intelligence (AI) and its sub-field Machine Learning (ML) have taken the world by storm. The post A Comprehensive Step-by-Step Guide to Become an Industry Ready Data Science Professional appeared first on Analytics Vidhya.
Andrew White
FEBRUARY 23, 2021
The D&A trends for 2021 covered in this research can help organizations respond to change, uncertainty and the opportunities they bring over the next three years. D&A leaders must examine how to turn these trends into mission-critical investments that accelerate their capabilities to anticipate, shift and respond. Engineering Decision Intelligence.
Dataiku
FEBRUARY 25, 2021
Machine learning has become more and more accessible in the last few years. Thanks to advancements in automated machine learning (AutoML), collaborative AI , and machine learning platforms (like Dataiku ), the use of data — including for predictive modeling — across people of all different job types is on the rise. You don’t have to be an expert coder, data scientist, or engineer to master machine learning anymore.
Speaker: Margaret-Ann Seger, Head of Product, Statsig
Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating
Smart Data Collective
FEBRUARY 23, 2021
We have talked extensively about the multitude of benefits that big data provides to companies in every sector. While most of our discussions focus around the financial benefits of data technology to these organizations, there are some more holistic advantages as well. One reason to invest in big data technology is to help educate the populace and key decisionmakers about health and safety practices.
Analytics Vidhya
FEBRUARY 25, 2021
ArticleVideo Book Introduction Decision Trees are probably one of the common machine learning algorithms and this is something every Data Science beginner should know. The post How to Split a Decision Tree – The Pursuit to Achieve Pure Nodes appeared first on Analytics Vidhya.
Octopai
FEBRUARY 24, 2021
If only fairy godmothers came around offering to turn our BI legacy systems into modern, cloud-based ones with the touch of a wand and a “Bibbidi-bobbidi-boo!”. Alas, it’s more likely that you’ll turn into a pumpkin. BI modernization is a bumpy road. Even once your company decides to move in that direction, your legacy systems can’t just magically disappear or migrate themselves.
Cloudera
FEBRUARY 25, 2021
Today’s enterprise data science teams have one of the most challenging, yet most important roles to play in your business’s ML strategy. In our current landscape, businesses that have adopted a successful ML strategy are outperforming their competitors by over 9%. The implications of ML on the future of business are clear. However, only 4% of enterprise executives today report seeing success from their ML investment.
Speaker: David Bard, Principal at VP Product Coaching
In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.
Smart Data Collective
FEBRUARY 24, 2021
Hospitals and healthcare facilities around the world hold highly sensitive information about their patients. Living in a digital age where cybersecurity threats continue to evolve, it’s understandable that there are huge concerns about healthcare data security. What’s more, these data breaches and malware attacks can compromise patient health records, with personal information being sold on the dark web.
Analytics Vidhya
FEBRUARY 22, 2021
ArticleVideos This article was published as a part of the Data Science Blogathon. Introduction Hi folks, I hope you are doing well in these. The post Sentiment Analysis: Predicting Sentiment Of COVID-19 Tweets appeared first on Analytics Vidhya.
Dataiku
FEBRUARY 24, 2021
Ever wanted to know more about the people behind your favorite Enterprise AI platform? You're in luck — every few weeks, meet one of the humans at Dataiku working every day to ensure customers and users find success on their path to Enterprise AI. This week, we spoke with Mike Bukowski , VP of Strategic Sales, to help us learn more about Melissa Capece , AI Product Manager.
Cloudera
FEBRUARY 22, 2021
In 1969, my aunt graduated from university and joined IBM, the dominant player in the nascent tech industry at the time. She remained at “Big Blue” where she met and married my uncle, and rose up through the management ranks, until their joint semi-retirement exactly 30 years later. She recently told me, “the only way you could get fired in those days was to murder someone, embezzle or steal”.
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“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.
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