Analytics Vidhya

DECEMBER 21, 2021

This article was published as a part of the Data Science Blogathon Introduction When data is collected, there is a need to interpret and analyze it to provide insight into it. This insight can be about patterns, trends, or relationships between variables. Data interpretation is the process of reviewing data through well-defined methods. They help assign meaning […].

Data Science 357

Data Science Publishing Analytics IT 357

KDnuggets

DECEMBER 21, 2021

Customizable, real-time data labeling pipelines that can continuously receive and process unlabeled data are necessary to train and perfect the AI that impacts our lives and daily conveniences.

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Analytics Vidhya

DECEMBER 21, 2021

This article was published as a part of the Data Science Blogathon Introduction Text classification is a machine-learning approach that groups text into pre-defined categories. It is an integral tool in Natural Language Processing (NLP) used for varied tasks like spam and non-spam email classification, sentiment analysis of movie reviews, detection of hate speech in social […].

Machine Learning 387

Machine Learning Data Science Publishing Analytics 387

KDnuggets

DECEMBER 21, 2021

If you have clear, well-defined objectives, it won’t be hard to identify the ETL technology that best meets your needs. Here are some of the best ETL tools you can use in your business.

Technology 145

Technology IT 145

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.

Experimentation

Analytics Vidhya

DECEMBER 21, 2021

This article was published as a part of the Data Science Blogathon Introduction In this era of Artificial Intelligence, humans are becoming more dependent on technology. With the enhanced technology, multinational companies like Google, Tesla, Uber, Ford, Audi, Toyota, Mercedes-Benz, and many more are working on automating vehicles. They are trying to make more accurate autonomous […].

Data Science 342

Data Science Publishing Technology Analytics 342

KDnuggets

DECEMBER 21, 2021

The all-knowing chatbots we once thought to be the future have been replaced by specialized bots, and the results are outstanding.

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KDnuggets

DECEMBER 21, 2021

Read on to learn more about the intricacies of federated learning and what it can do for machine learning on sensitive data.

Machine Learning 157

Machine Learning IT 157

Smart Data Collective

DECEMBER 21, 2021

Big data is a phrase that the industry coined in 1987 , but it took years before it became truly popular. By the time the name was a household term, big data was everywhere, and companies were seeking ways to store and use the data. Data scientists knew that big data could hold valuable insights. The key was finding a way to analyze it as it continued to flood in constantly.

Big Data 126

Big Data IoT Cost-Benefit Interactive 126

Cloudera

DECEMBER 21, 2021

Since the release of Cloudera Data Engineering (CDE) more than a year ago , our number one goal was operationalizing Spark pipelines at scale with first class tooling designed to streamline automation and observability. In working with thousands of customers deploying Spark applications, we saw significant challenges with managing Spark as well as automating, delivering, and optimizing secure data pipelines.

Snapshot 117

Snapshot Data-driven Optimization Management 117

Dataiku

DECEMBER 21, 2021

The stakes have never been higher in a changing world that demands constant agility and adaptability from businesses across all industries, and the race is on for organizations to fully transform with AI. That said, urgency doesn’t translate to ease. Many organizations still feel overwhelmed by the decisions and challenges that stand in the way of implementing AI throughout their business processes.

Uncertainty 98

Uncertainty 98

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.

Management

FineReport

DECEMBER 21, 2021

How to maintain high competitiveness in the violent and competitive digital environment? The answer is to track and evaluate your competitive performance over time. To best quantify employee performance and ensure timely and accurate data, the performance dashboard makes its debut. What is Performance Dashboard. Companies can use performance dashboards to guide a variety of metrics, from checking the performance of a department/individual to monitoring the availability of business strategies fo

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Dashboards Key Performance Indicator Metrics Measurement 52

Domino Data Lab

DECEMBER 21, 2021

In a previous blog post we talked about the foundations of reinforcement learning. We covered classical and operant conditioning, rewards, states, and actions, and did a review of some common reinforcement learning use-cases. This entry is a continuation of the series. In it, we present the k-armed bandit problem - a very simple setting that enables us to introduce the interaction between some of the key components of reinforcement learning.

Interactive 40

Interactive IT 40

Depict Data Studio

DECEMBER 21, 2021

6,000 total participants in our dataviz training academy so far (with 5 cohorts going through our Full Courses in 2021 alone). 28 blog posts. 14 YouTube videos. 6 podcast interviews. 1 new baby. What a year. Top 21 Dataviz Resources of 2021. Want to do some year-end learning as 2021 winds down? Here are our favorite 21 data visualization resources from the past year.

Visualization 105

Visualization Dashboards Statistics Reporting 105

Andrew White

DECEMBER 21, 2021

Disclaimer: I don’t focus on Oracle, Healthcare or Cloud markets. I focus on data and analytics. Oracle, like many other vendors, healthcare and man other industries, and cloud all touch data and analytics. I was Oracle Vendor Lead for just over two years, some 4 years ago. Today’s news reported that Oracle has acquired medical records software company Cerner for $28.3 billion.

Software 52

Software Reporting Marketing Strategy 52

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.

Testing