Thu.Feb 25, 2021

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Change The Way You Do ML With Applied ML Prototypes

Cloudera

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.

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Machine Learning 101: Decision Tree Algorithm for Classification

Analytics Vidhya

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.

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Black History Month 2021: Be the light

Cloudera

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. .

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How to Split a Decision Tree – The Pursuit to Achieve Pure Nodes

Analytics Vidhya

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.

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

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.

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How Startups Can Formulate Data-Driven Marketing Strategies Using AI

Smart Data Collective

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.

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Using Multiple features in Time Series Prediction with CNN/GRU

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction In the time series prediction, it is common to. The post Using Multiple features in Time Series Prediction with CNN/GRU appeared first on Analytics Vidhya.

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Cost Function is No Rocket Science!

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. The 2 main questions that popped up in my. The post Cost Function is No Rocket Science! appeared first on Analytics Vidhya.

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Bringing the Office of Finance Into the Age of AI With Dataiku

Dataiku

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

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AI Software Can Help Your Business Cultivate a Competitive Edge in 2021

Smart Data Collective

Artificial intelligence is quickly becoming a central focus of countless businesses. Savvy small businesses recognize that AI technology can assist them with almost every aspect of their operations, including employee management, trend forecasting, fraud prevention and financial management. Due to these benefits, the global market for AI is projected to be worth $733 billion by 2027.

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How to Build Machine Learning Models

Dataiku

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.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

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.

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Jump-Start Your Data Virtualization Project with Denodo Standard in the Cloud Marketplaces

Data Virtualization

The wait is over. The much anticipated Denodo Standard 8.0 is now available on Amazon Web Services (AWS) and Microsoft Azure marketplaces, and it will soon be available on the Google Cloud Platform (GCP) marketplace. A completely new, refreshing experience. The post Jump-Start Your Data Virtualization Project with Denodo Standard in the Cloud Marketplaces appeared first on Data Virtualization blog.

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Unlocking New Possibilities with Forecasting Analytics

Sisense

Blog. Data accumulation doesn’t necessarily deliver value to your organization — the real worth is derived from what a business does with that information. One of the most important applications of data is using it to forecast the future. However, this can seem a herculean task for many organizations, especially with the high number of unknowns that every industry and our chaotic world holds.

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Stephanie Lampkin on Leveraging Algorithmic Justice to Decrease Hiring Bias: More Intelligent Tomorrow, Episode #24

DataRobot

Stephanie Lampkin has dedicated her career to addressing the important issue of bias and fairness and embedding the core values of fairness and equity in corporate America. Stephanie, Founder and CEO of Blendoor , recently joined Ben Taylor, Chief AI Evangelist at DataRobot , on the DataRobot More Intelligent Tomorrow podcast and explained the importance of removing an applicant’s identity during the hiring process: “There were actually orchestras who did this years ago.

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Jump-Start Your Data Virtualization Project with Denodo Standard in the Cloud Marketplaces

Data Virtualization

The wait is over. The much anticipated Denodo Standard 8.0 is now available on Amazon Web Services (AWS) and Microsoft Azure marketplaces, and it will soon be available on the Google Cloud Platform (GCP) marketplace. A completely new, refreshing experience.

IT 52
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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

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.

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Our Top 20 Most-Read Data & Analytics Research Last Week (to Feb 21)

Andrew White

Click here for an interactive PDF to connect to the notes directly. Saul Judah scored his first “number 1 hit” this year with his new note, Next Best Actions to Improve Your Data and Analytics Governance. “Data and analytics leaders can only improve data and analytics governance if they understand the existing levels of its maturity.

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How to Use Automation to Improve Your Financial Consolidation Process

Jet Global

Businesses are under intense pressure to manage the financial consolidation process in a timely and efficient manner. For publicly traded companies, this is particularly important, and yet the task can be challenging even with many established ERP products. Decision makers increasingly require financial statements on a more regular basis to gain better business visibility, as well as meet external reporting requirements.

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Mastering the Art of FP&A Storytelling

Jet Global

Chip Heath, co-author of Made to Stick: Why Some Ideas Survive and Others Die , describes an experiment he performed while teaching at Stanford. He divided his students into two groups and provided them with statistics about crime rates in the United States. He asked individuals in the two groups to make a brief one-minute presentation. He instructed members of the first group to argue that non-violent crime is a serious problem, and members of the other group to take the opposite position.