Tue.Nov 09, 2021

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Building an AI-Powered Outfit Recommendation System With Dataiku

Dataiku

Ever have trouble deciding what to wear in the morning? Well, it may not be a problem for much longer! Thanks to this computer vision-based outfit recommendation system, don’t waste those precious minutes deciding what to wear, let AI do it for you!

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Neural Network for Regression with Tensorflow

Analytics Vidhya

This article was published as a part of the Data Science Blogathon In this article, I am going to build multiple neural network models to solve a regression problem. Before we start working on the model, I would like to give a brief overview of what we will touch on and what steps we will follow. […]. The post Neural Network for Regression with Tensorflow appeared first on Analytics Vidhya.

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What Makes a Metric a KPI?

David Menninger's Analyst Perspectives

How does your organization define and display its metrics? I believe many organizations are not defining and displaying metrics in a way that benefits them most. If an organization goes through the trouble of measuring and reporting on a metric, the analysis ought to include all the information needed to evaluate that metric effectively. A number, by itself, does not provide any indication of whether the result is good or bad.

Metrics 310
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Study of Regularization Techniques of Linear Models and Its Roles

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Introduction to Regularization During the Machine Learning model building, the Regularization Techniques is an unavoidable and important step to improve the model prediction and reduce errors. This is also called the Shrinkage method. Which we use to add the penalty term to control the complex […].

Modeling 336
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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

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.

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Car and Mobile Companies Use Big Data to Reduce Distracted Driving

Smart Data Collective

The average consumer is unaware of the phenomenal benefits that big data provides. One of the biggest benefits of big data is that it can help improve driver safety. Data analytics technology is becoming more useful when it comes to stopping traffic accidents. A lot of companies are sharing data to help make roads and vehicles safer, as well as helping drivers make better driving decisions on the road.

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What Comes After HDF5? Seeking a Data Storage Format for Deep Learning

KDnuggets

In this article we are discussing that HDF5 is one of the most popular and reliable formats for non-tabular, numerical data. But this format is not optimized for deep learning work. This article suggests what kind of ML native data format should be to truly serve the needs of modern data scientists.

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The Common Misconceptions About Machine Learning

KDnuggets

Beginners in the field can often have many misconceptions about machine learning that sometimes can be a make-it-or-break-it moment for the individual switching careers or starting fresh. This article clearly describes the ground truth realities about learning new ML skills and eventually working professionally as a machine learning engineer.

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Sirius Named Americas United States Partner of the Year and Data Center & Cloud Partner of the Year at Cisco Partner Summit 2021

CDW Research Hub

San Antonio, TX – 09 November, 2021 —Sirius Computer Solutions, Inc. (Sirius), a leading national IT solutions integrator and gold-certified Cisco partner, took home top honors today, receiving Cisco ® Partner Summit awards for Americas United States Partner of the Year and Data Center and Cloud Partner of the Year. Cisco announced the winners during its annual partner conference, held digitally this year.

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KDnuggets Top Blogs Rewards Program Resumes in December

KDnuggets

After a pause, we will be resuming KDnuggets Top Blog Rewards Program, starting with blogs published on KDnuggets in December. The program will be bigger, with $3,000 (USD) divided among top 8 most viewed guest blogs. Original blogs rewarded at the rate of 3X of reposts. Submit your original blog to KDnuggets first !

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Migrating from WordPress.com to Hugo on GitHub + Cloudflare

Data Science and Beyond

My reasons for switching from WordPress.com to Hugo on GitHub + Cloudflare, along with a summary of the solution components and migration process.

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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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OpenAI’s Approach to Solve Math Word Problems

KDnuggets

OpenAI's latest research aims to solve math word problems. Let's dive a bit deeper into the ideas behind this new research.

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What Is Dashboard—Definition, Purposes and Examples

FineReport

1.What is Dashboard? What Is Dashboard?Actually, it, to be specific, is a type of graphical user interface that often offers intelligent views of key performance indicators (KPIs) related to certain objectives or business processes. The tool is also a kind of “report” with a form of data visualization. Dashboard ?from FineReport?. 2. M ain P urposes.

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SAS Analytics Pro – now available for on-site or containerized cloud-native deployment – providing your entry point into SAS Viya

KDnuggets

Now, SAS Analytics Pro includes a new option for containerized cloud-native deployment. This makes SAS Analytics Pro a perfect entry point into SAS Viya.

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GraphDB Users Ask: How To Optimize My Inference?

Ontotext

ONTOTEXT ANSWER: Inference is one of the big concerns when performance is considered. Not only does it have a big impact on load times, it also functions as a black box. You choose your inference ruleset, you ingest some data, it does something , for a seemingly arbitrary amount of time, and then inferred statements come out. However, with GraphDB using forward-chaining – i.e., emitting inferred statements at ingestion time – it’s actually rather easy to debug and profile your infere

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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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The Common Misconceptions About Machine Learning

KDnuggets

Beginners in the field can often have many misconceptions about machine learning that sometimes can be a make-it-or-break-it moment for the individual switching careers or starting fresh. This article clearly describes the ground truth realities about learning new ML skills and eventually working professionally as a machine learning engineer.

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Improving Signal Classification using Visual AI

DataRobot

“One look is worth a Thousand Words” This phrase was used in 1913 to convey that graphics had a place in newspaper publishing. More than a hundred years later, this phrase still rings true, especially for data scientists. In this post, we show how converting data to images can provide greater accuracy for signal classification problems by leveraging multi-modal datasets instead of plain tabular,structured datasets.

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OpenAI’s Approach to Solve Math Word Problems

KDnuggets

OpenAI's latest research aims to solve math word problems. Let's dive a bit deeper into the ideas behind this new research.

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BARC Survey Defines the Data Culture Gap

Alation

Why should an enterprise care about data culture? Because the lack of a robust data culture can derail your entire data strategy. A recent survey by BARC, a leading European analyst firm, found that the biggest barrier to your organization becoming data driven is the adoption of data culture in the day to day operations of the organization. People are convinced of data’s value but they struggle to use it effectively.

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Driving Business Impact for PMs

Speaker: Jon Harmer, Product Manager for Google Cloud

Move from feature factory to customer outcomes and drive impact in your business! This session will provide you with a comprehensive set of tools to help you develop impactful products by shifting from output-based thinking to outcome-based thinking. You will deepen your understanding of your customers and their needs as well as identifying and de-risking the different kinds of hypotheses built into your roadmap.

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KDnuggets Top Blogs Rewards Program Resumes in December

KDnuggets

After a pause, we will be resuming KDnuggets Top Blog Rewards Program, starting with blogs published on KDnuggets in December. The program will be bigger, with $3,000 (USD) divided among top 8 most viewed guest blogs. Original blogs rewarded at the rate of 3X of reposts. Submit your original blog to KDnuggets first !

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Cloudera Addresses Executive Order on Improving U.S. Cybersecurity with Data Analytics

Cloudera

SANTA CLARA, Calif., Nov. 9, 2021 – Cloudera, the enterprise data cloud company, today announced Cloudera Data Platform capabilities available to help federal agencies meet requirements of the Biden Administration’s Executive Order on improving the Nation’s cybersecurity. Cloudera is committed to supporting the federal government in adhering to this executive order with the company’s technology and special government rates. .

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SAS Analytics Pro – now available for on-site or containerized cloud-native deployment – providing your entry point into SAS Viya

KDnuggets

Now, SAS Analytics Pro includes a new option for containerized cloud-native deployment. This makes SAS Analytics Pro a perfect entry point into SAS Viya.