Thu.Aug 13, 2020

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Here’s All you Need to Know About Encoding Categorical Data (with Python code)

Analytics Vidhya

Overview Understand what is Categorical Data Encoding Learn different encoding techniques and when to use them Introduction The performance of a machine learning. The post Here’s All you Need to Know About Encoding Categorical Data (with Python code) appeared first on Analytics Vidhya.

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Enterprise Architecture: Secrets to Success

erwin

For enterprise architecture, success is often contingent on having clearly defined business goals. This is especially true in modern enterprise architecture, where value-adding initiatives are favoured over strictly “foundational,” “keeping the lights on,” type duties. But what does enterprise architecture success look like? Enterprise architecture is central to managing change and addressing key issues facing organizations.

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How to Reduce Computational Constraints using Momentum Contrast V2(Moco-v2) in PyTorch

Analytics Vidhya

Introduction The SimCLR paper explains how this framework benefits from larger models and larger batch sizes and can produce results comparable to those of. The post How to Reduce Computational Constraints using Momentum Contrast V2(Moco-v2) in PyTorch appeared first on Analytics Vidhya.

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Building a Scalable Data Strategy with IPTOP: Infrastructure, People, Tools, Organization, and Processes

DataCamp

Scaling a data strategy successfully is no small feat. Follow our methodology to lay a strong data foundation and scale an enterprise data program.

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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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Lessons in Data Storytelling, …or Finding a Bunny Fit isn't a Bit Funny (for Some People)

Juice Analytics

This weekend I went down a rabbit hole with my 9 year-old daughter. Almost literally. She’s been dying to adopt a bunny, and I was able to (temporarily) redirected that energy into building a Juicebox bunny adoption data story. The project was a fun father-daughter learning experience that, upon reflection, was chocked full of lessons for data translators of any age.

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Arithmetic Properties of Word Embeddings

Dataiku

The fact that we can analyze the use of words in language to deduce their meaning is a fundamental idea of distributional semantics called the “distributional hypothesis”. This is the inspiration behind many algorithms for learning numerical representations of words (also called word embeddings). An important aspect of these representations is the ability to solve word analogies of the form “A is to B what C is to X” using simple arithmetic.

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5 Tips for Implementing Rolling Forecasts

Jedox

In our last post, “ Rolling Forecasts: The Pros and Cons ,” we looked at why rolling forecasts are used, when it makes sense to use them, and for whom. In our third and last post in this series, we give five tips for a successful implementation of rolling forecasts in your organization’s FP&A processes. . If you’re confident rolling forecasts would be a useful tool to add to your organization’s existing FP&A toolbox, it is worth considering our 5 tips for introduc

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Frame in a Google World

Nutanix

Nutanix Xi Frame and Google with 1-click Identity, Application, Infrastructure, and Storage integration

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Expert Enterprise Financial Planning: Setting Up an Audit Trail

Jet Global

You’d be hard pressed to find a finance professional who looks forward to the audit process. But with a bit of planning, you can ease the pain of even an unexpected audit. How? By establishing a robust audit trail. An audit trail represents a clear record that allows auditors to trace your company’s financial data back to its original source. For businesses, audit trails are often used when an auditor, internal or external, needs to verify financial figures such as net earnings or revenue.

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Frame in a Google World

Nutanix

Nutanix Xi Frame and Google with 1-click Identity, Application, Infrastructure, and Storage integration

20
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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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Technology Transformation Antipatterns and how they derail decisioning success

Decision Management Solutions

Sven Blumberg, Thomas Delaet, and Kartikeya Swami of McKinsey Digital published a great paper recently – Ten ‘antipatterns’ that are derailing technology transformations. Technology has a crucial role in enabling this faster and more flexible approach. In our experience, however, technology does not get sufficient attention on the executive agenda.

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Frame in a Google World

Nutanix

Nutanix Xi Frame and Google with 1-click Identity, Application, Infrastructure, and Storage integration

20
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The Effective, Real-Time and Accurate Reporting Solution for SAP

Jet Global

Our powerful solution helps organizations to: Organize month-end close reports and ad-hoc analysis in just a few clicks. Access real-time, accurate SAP data and end the risk of data integrity. Create and customize your reports without the need to rely on IT. What our customers say: “Our monthly consolidation process took half a day using Access and Excel, but it now takes about three minutes.” – Yann Pourchasse, Financial Analyst, Barrette. “With GL Wand we are able to sp