Analytics Vidhya

DECEMBER 13, 2021

This article was published as a part of the Data Science Blogathon + Image 1 Overview This article will support data scientists in furthering their studies on artificial neural networks so that they can develop applications for professional use. We introduce the concept of ANN, from the Perceptron device, we conceptualize input neurons, functions, and activation […].

Data Science 394

Data Science Publishing Analytics Deep Learning 394

DataKitchen

DECEMBER 13, 2021

Before we shut the door on 2021, we would like to share our most popular DataOps content in hopes that it can help you as you learn about and implement DataOps. We hope you and your family have happy holidays and we look forward to continuing your DataOps journey with you in the new year. Without further ado, here are DataKitchen’s top ten blog posts, top five white papers, and top five webinars from 2021.

Data Architecture 246

Data Architecture Data Governance Testing Modeling 246

Analytics Vidhya

DECEMBER 13, 2021

This article was published as a part of the Data Science Blogathon Introduction In the past few years, Natural language processing has evolved a lot using deep neural networks. Many state-of-the-art models are built on deep neural networks. BERT (Bidirectional Encoder Representations from Transformers) is a very recent work published by Google AI Language researchers.

Data Science 377

Data Science Publishing Modeling Analytics 377

DataKitchen

DECEMBER 13, 2021

The post 8 analytics startups to watch over the next year first appeared on DataKitchen.

Analytics 312

Analytics 312

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 13, 2021

Introduction 2021 is a year that proved nothing is better than a Proof of Work to evaluate any candidate’s worth, initiative, and skill. Pursuing any data science project will help you polish your resume. These projects will not only deepen an understanding of the concepts but also, help you gain some practical experience in the […]. The post Top Data Science Projects to add to your Portfolio in 2021 appeared first on Analytics Vidhya.

Data Science 343

Data Science Analytics Data mining Deep Learning 343

KDnuggets

DECEMBER 13, 2021

So much of data science and machine learning is founded on having clean and well-understood data sources that it is unsurprising that the data labeling market is growing faster than ever. Here, we highlight many of the top players in this industry and the techniques they use to help you consider which might make a good partner for your needs.

Machine Learning 155

Machine Learning Marketing Data Science Data mining 155

KDnuggets

DECEMBER 13, 2021

How exactly does AI model governance help tackle these issues? And how can you ensure you’re using it to best fit your needs? Read on.

Modeling 158

Modeling IT Data Governance 158

Analytics Vidhya

DECEMBER 13, 2021

This article was published as a part of the Data Science Blogathon What is object detection? Cf the many Computer Vision cognitive application, object detection is one of the highly used techniques to identify and locate objects in images and videos. As the name suggests – ‘Computer Vision’, is the ability for computers to acquire human-like […].

Data Science 331

Data Science Publishing Analytics 331

KDnuggets

DECEMBER 13, 2021

Also: 5 Practical Data Science Projects That Will Help You Solve Real Business Problems for 2022; How to Get Certified as a Data Scientist; A $9B AI Failure, Examined; AI, Analytics, Machine Learning, Data Science, Deep Learning Research Main Developments in 2021 and Key Trends for 2022.

Deep Learning 130

Deep Learning Machine Learning Data Science Analytics 130

Analytics Vidhya

DECEMBER 13, 2021

This article was published as a part of the Data Science Blogathon Overview CATBOOST is an open-source machine learning library developed by a Russian search engine giant Yandex. One of the prominent aspects of catboost is its ability to handle missing data and categorical data without encoding but will get to that later. It makes feature […].

Machine Learning 320

Machine Learning Data Science Publishing Analytics 320

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

Smart Data Collective

DECEMBER 13, 2021

Big data has become a highly invaluable aspect of modern business. More companies are using sophisticated data analytics and AI tools to overhaul their business models. Some industries have become more dependent on big data than others. The e-commerce sector has been one of the most affected by major advances in data technology. Smart e-commerce entrepreneurs are utilizing big data to address many of the problems they are facing.

Data-driven 133

Data-driven Marketing Strategy Big Data 133

Analytics Vidhya

DECEMBER 13, 2021

This article was published as a part of the Data Science Blogathon Image Credit: istockphoto Hello Siri!, what the time. This sound will sound familiar to most of us as we practically use mobile phones 24*7. I don’t really remember the last time I typed any query on the google search engine I just simply ask […]. The post An End-End Guide for Speech Recognition in Python appeared first on Analytics Vidhya.

Data Science 320

Data Science Publishing Analytics 320

Cloudera

DECEMBER 13, 2021

Summary. On December 10th 2021, the Apache Software Foundation released version 2.15.0 of the Log4j Java logging library, fixing CVE-2021-44228 , a remote code execution vulnerability affecting Log4j 2.0-2.14. An attacker can use this vulnerability to instruct affected systems to download and execute a malicious payload through submitting a custom-crafted request.

Software 126

Software IT 126

Analytics Vidhya

DECEMBER 13, 2021

This article was published as a part of the dataset Introduction Making predictions about the future from historical data available (time series forecasting) is a very important tool with a wide variety of applications like product demand forecasting, weather, and climate forecasting, forecasting in the healthcare sector, etc. There are two main approaches to time series […].

Forecasting 315

Forecasting Publishing Analytics 315

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

The Data Visualisation Catalogue

DECEMBER 13, 2021

To demonstrate the potential new content structure being implemented on an existing visualisation reference page, here’s an example provided for Bar Charts : Bar Chart. Other names: Bar Graph, Bar Plot. Functions: Comparisons, Rankings Encodings: Length. Description. A graph that displays a series of bars plotted on a common axis, whose lengths are proportional to the values they each represent.

Visualization 122

Visualization Experimentation Publishing Interactive 122

Analytics Vidhya

DECEMBER 13, 2021

This article was published as a part of the Data Science Blogathon Introduction If you want to make charts like the above one so let’s get to know about the amazing Pyecharts library. Generally, the bar chart which we use of matplotlib library is static and there are very few parameters to tweak to make it […]. The post PyeChart Data Visualization Library for Enhanced Visuals appeared first on Analytics Vidhya.

Visualization 214

Visualization Data Science Publishing Analytics 214

Smart Data Collective

DECEMBER 13, 2021

Tracking how your database is performing should be on the top of the to-do list for any administrator. And of course, the only way to make sure you handle this effectively and efficiently is to put a monitoring strategy in place. There are several steps to take, and many considerations to take onboard, when building your own SQL Server monitoring strategy, so here are just a few pieces of guidance that will help you avoid common pitfalls.

Strategy 107

Strategy Metrics Software Measurement 107

Cloudera

DECEMBER 13, 2021

Summary. On December 10th 2021, the Apache Software Foundation released version 2.15.0 of the Log4j Java logging library, fixing CVE-2021-44228 , a remote code execution vulnerability affecting Log4j 2.0-2.14. An attacker can use this vulnerability to instruct affected systems to download and execute a malicious payload through submitting a custom-crafted request.

Software 93

Software IT 93

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.

Risk

KDnuggets

DECEMBER 13, 2021

The technical and non-technical lessons I’ve learned.

Data Science 150

Data Science 150

Smart Data Collective

DECEMBER 13, 2021

Many forms of technology have intersected with each other in different ways. One of the biggest examples is with using big data in conjunction with laser technology. In the modern world, laser technology plays a significant role in every industry. It helps enhance the business processes and improve on existing methods. Due to the need to mark products, laser technology replaces traditional techniques to engrave things like metal and plastic.

Big Data 84

Big Data Manufacturing Data-driven Technology 84

KDnuggets

DECEMBER 13, 2021

A step-by-step, beginner-friendly tutorial for unsupervised clustering tasks in Python using PyCaret.

Machine Learning 118

Machine Learning 118

Teradata

DECEMBER 13, 2021

The Data Mesh approach to enterprise data architecture has many benefits, but there is a widespread misunderstanding that will significantly limit those benefits for anyone who holds it.

Data Architecture 59

Data Architecture Enterprise IT 59

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Strategy

KDnuggets

DECEMBER 13, 2021

So much of data science and machine learning is founded on having clean and well-understood data sources that it is unsurprising that the data labeling market is growing faster than ever. Here, we highlight many of the top players in this industry and the techniques they use to help you consider which might make a good partner for your needs.

Machine Learning 83

Machine Learning Marketing Data Science Data mining 83

Dataiku

DECEMBER 13, 2021

The retail and CPG industries have been undeniably rocked by the recent global health crisis. Whether from the bottlenecking of supply chain flows, disruption of demand projections, or other problems, the issues that resulted from this intense instability, along with existing challenges in the sector, have pushed retail and CPG organizations to turn to AI applications for solutions.

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Domino Data Lab

DECEMBER 13, 2021

In this article, we will introduce and implement k-nearest neighbours (KNN) as one of the supervised machine learning algorithms. KNN is utilised to solve classification and regression problems. We will provide sufficient background and demonstrate the utility of KNN in solving a classification problem in Python using a freely available dataset.

Machine Learning 52

Machine Learning 52

FineReport

DECEMBER 13, 2021

The stability and efficiency of systems are the pillars of business success. To achieve that, a team of IT operation professionals is required, but maintaining such a team is a demanding task on both technical and personnel aspects. The old way takes too long to respond and cannot provide services 24/7. This is where FanRuan’s Cloud Operation Maintenance comes in handy – You can simply upload the operation data to the Cloud and get a comprehensive system health report!

Dashboards 52

Dashboards Optimization Reporting Cost-Benefit 52

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IT

Smart Data Collective

DECEMBER 13, 2021

The history of AI in web development can be traced back to 1993, when the Mosaic graphical web browser was launched. Artificial intelligence has come a long way in the 30 years since that browser first reached the market. It will be even more important in the future. Artificial intelligence technology is becoming invaluable to the art of web design.

Machine Learning 110

Machine Learning Cost-Benefit Technology Marketing 110

Sisense

DECEMBER 13, 2021

Blog. To thrive in the age of accelerated digital, modern financial institutions need access to actionable business intelligence. It’s what allows them to unlock the full power of their data and make informed decisions. But, many don’t know where to begin or how exactly to work with their data to their optimal benefit. Without leveraging this information, businesses can easily fall into the same patterns that can stunt growth–failing to attract new customers and even leaving themselves open to s

Data-driven 59

Data-driven IT Business Intelligence Cost-Benefit 59

Jet Global

DECEMBER 13, 2021

You’ve probably heard a lot about special purpose acquisition companies (SPACs) lately. This is because in the last few years, they’ve become a preferred way for many experienced management teams and sponsors to take companies public. SPACs are a way for companies to fast track going public by raising capital through an initial public offering (IPO) for the purpose of acquiring an existing operating company.

Management 52

Management Recreation/Entertainment Reporting Insurance 52