Tue.Oct 26, 2021

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Databricks Lakehouse Platform Streamlines Big Data Processing

David Menninger's Analyst Perspectives

Databricks is a data engineering and analytics cloud platform built on top of Apache Spark that processes and transforms huge volumes of data and offers data exploration capabilities through machine learning models. It can enable data engineers, data scientists, analysts and other workers to process big data and unify analytics through a single interface.

Big Data 291
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Human Pose Estimation Using Machine Learning in Python

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Pose detection is an active field of study in the field of computer vision. You can literally find hundreds of research papers and several models that try to solve the problem of pose detection. The reason why so many machine learning enthusiasts are […]. The post Human Pose Estimation Using Machine Learning in Python appeared first on Analytics Vidhya.

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A Trick, a Tip and a Thing to Try in Your Next Presentation

Depict Data Studio

Depict Data Studio full courses always end with a graduation ceremony where participants share the progress they’ve made in the course. I’m always amazed by the transformations that take place and I can’t help but want to share their wonderful work! In this blog post, you’ll learn from Elizabeth Dove. Elizabeth is a professor at the University of Montana who teaches art and design.

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Rapid Keyword Extraction (RAKE) Algorithm in Natural Language Processing

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Overview 1. Rapid Automatic Keyword Extraction(RAKE) is a Domain-Independent keyword extraction algorithm in Natural Language Processing. 2. It is an Individual document-oriented dynamic Information retrieval method. 3. Concept of RAKE is built on three matrices Word Degree (deg(w)), Word Frequency (freq(w)), Ratio of […].

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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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Maintaining and Improving Predictive Models With Dataiku

Dataiku

Managing one model at a time is pretty easy. But how do you go about managing tens of models, or even more? Vincent Gallmann, Senior Data Scientist at French bank FLOA , answered this question in a 2021 Product Days Session on managing data science projects with Dataiku.

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kNN Algorithm – An Instance-based ML Model to Predict Heart Disease

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Introduction Instance-based learning is an important aspect of supervised machine learning. It is a way of solving tasks of approximating real or discrete-valued target functions. The modus operandi of this algorithm is that the training examples are being stored and when the test […].

Modeling 287

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How To Build A Treemap In 3 Ways Using Python

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Introduction Quite often we have a requirement to visualize categorical data in a dataset. For visualizing such a type of data, there are several different options to choose from like the pie charts, horizontal bar charts (that indicate percentages of the categories), waffle […].

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Reporting Analytics vs. Financial Reporting: Is There a Difference?

Jet Global

The terms “reporting” and “analytics” are often used interchangeably. In fact there are some very important differences between the two, and understanding those distinctions can go a long way toward helping your organization make best use of both financial reporting and analytics. Here’s an overview of the key differences between the two, as well as some tips on how the finance team at your company can use information to help your business achieve strategic and tactical advantage.

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Google OAuth for MongoDB User Authentication Sign-in

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Overview of MongoDB Because of its outstanding performance, extensive developer support, and generous free tier, MongoDB has rapidly become my non-relational database platform of choice. User management and access control, like with many database engines, can be difficult to maintain, especially when the […].

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Technoslavia: The (Fragmented) World of Data Infrastructure in 2021

Dataiku

The first time we introduced the idea of Technoslavia — the heterogeneous and fragmented picture of the technological world of data infrastructure — was back in 2015. Since then, we’ve updated and re-examined Technoslavia a few times (in 2017 and in 2018). Where are we now at the beginning of a new decade?

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Entity Resolution Checklist: What to Consider When Evaluating Options

Are you trying to decide which entity resolution capabilities you need? It can be confusing to determine which features are most important for your project. And sometimes key features are overlooked. Get the Entity Resolution Evaluation Checklist to make sure you’ve thought of everything to make your project a success! The list was created by Senzing’s team of leading entity resolution experts, based on their real-world experience.

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How Your Finance Team Can Lead Your Enterprise Data Transformation

Alation

Today’s best-performing organizations embrace data for strategic decision-making. Because of the criticality of the data they deal with, we think that finance teams should lead the enterprise adoption of data and analytics solutions. And while some might see finance as the most conservative department in an enterprise, we believe that they can become innovators, driving how their business consumes and uses data.

Finance 52
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Sirius Earns the 2021 CRN IoT Innovators Award

CDW Research Hub

Sirius is recognized for innovative IoT solutions for the third year in a row. San Antonio, TX – 26 October 2021 — Sirius Computer Solutions, Inc. (Sirius), a leading national IT solutions integrator, announced that CRN ® , a brand of The Channel Company , recently bestowed on Sirius its 2021 IoT Innovators Award. This marks the third year in a row that Sirius has received this distinguished award for its Internet of Things (IoT) solutions.

IoT 52
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Common Challenges of Trusting Your AI

DataRobot

AI is everywhere. From our phones to our living rooms, factory floors to financial institutions. Still, one of the biggest obstacles to even more widespread acceptance of AI is lack of trust. DataRobot defines the benchmark of AI maturity as AI you can trust. The highest bar for AI trust can be summed up in the following question: What would it take for you to trust an AI system with your life?

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Quick Guide to Strategic Workflow Planning Software

Jet Global

Strategic workflow planning software has emerged to help business leaders develop a structured and intentional approach to the strategic goals that drive business success. This article explores strategic workflow planning software, including what it is, key benefits, and important factors you should consider when selecting the right strategic workflow planning software solution.

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Reimagined: Building Products with Generative AI

“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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Are you Somebody Who Leads from the Ivory Tower or from the Front Lines?

Cloudera

World Mental Health Day took place earlier this month. Many came forward to share their personal struggles with mental health to raise awareness and reduce the stigma surrounding these issues. The pressures of the pandemic may have exacerbated some deep-seated problems among some of us, which has led us to place greater emphasis on mental health. . The 2021 Global WellBeing report by professional services firm, AON, revealed that mental health and working environment are ranked among the top thr

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Watch the Eighth Video in Our Snowflake Tutorial Series

CDW Research Hub

Snowflake is the data cloud that boasts instant elasticity, secure data sharing, and per-second pricing across multiple clouds. Its ability to natively load and use SQL to query semi-structured and structured data within a single system simplifies your data engineering. Sirius’ Snowflake Immersion Days video series are virtual learning sessions designed to provide technical, hands-on training for data engineers and data analysts.