Analytics Vidhya

DECEMBER 24, 2021

The post ML Hyperparameter Optimization App using Streamlit appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon About Streamlit Streamlit is an open-source Python library that assists developers in creating interactive graphical user interfaces for their systems. Frontend […].

Optimization 352

Optimization Machine Learning Interactive Data Science 352

Analytics Vidhya

FEBRUARY 27, 2024

In this article, we will explore the features of Ayanza, its benefits, how to […] The post Optimize Project and Team Management With AI appeared first on Analytics Vidhya. One such tool that has gained popularity in recent years is Ayanza.

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Optimization Management Technology Analytics 167

Analytics Vidhya

OCTOBER 30, 2021

Overview: PSO is a stochastic optimization technique based on the movement and intelligence of swarms. The post An Introduction to Particle Swarm Optimization (PSO) Algorithm appeared first on Analytics Vidhya. The post An Introduction to Particle Swarm Optimization (PSO) Algorithm appeared first on Analytics Vidhya.

Optimization 342

Optimization Interactive Analytics IT 342

Analytics Vidhya

JANUARY 15, 2024

In the dynamic realm of language model development, a recent groundbreaking paper titled “Direct Preference Optimization (DPO)” by Rafael Rafailov, Archit Sharma, Eric Mitchell, Stefano Ermon, Chris Manning, and Chelsea Finn, has captured the attention of AI luminaries like Andrew Ng.

Optimization 250

Optimization Modeling Analytics IT 250

David Menninger's Analyst Perspectives

SEPTEMBER 23, 2021

Sisu Data is an analytics platform for structured data that uses machine learning and statistical analysis to automatically monitor changes in data sets and surface explanations. It can prioritize facts based on their impact and provide a detailed, interpretable context to refine and support conclusions.

Key Performance Indicator 299

Key Performance Indicator Optimization Analytics Statistics 299

Analytics Vidhya

JANUARY 13, 2023

The post Travel The World | Optimizing Travel Itinerary with Python appeared first on Analytics Vidhya. Introduction Travel planning can be a daunting task, especially when it comes to finding the most cost-effective and efficient itinerary.

Optimization 236

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Analytics Vidhya

FEBRUARY 27, 2023

In the past, agriculture was done manually, with farmers relying on experience and suspicion to decide when and how to set […] The post The Future of Agriculture: Leveraging Data Science to Optimize Crop Yield appeared first on Analytics Vidhya.

Data Science 259

Data Science Optimization Analytics IT 259

Analytics Vidhya

DECEMBER 20, 2022

The post How to Optimize the Performance of AWS S3? appeared first on Analytics Vidhya. Introduction Source: krzysztof-m from Pixabay Amazon Web Services (AWS) Simple Storage Service (S3) is a highly scalable, secure, and durable cloud storage service.

Optimization 211

Optimization Data Science Publishing Analytics 211

Smart Data Collective

NOVEMBER 29, 2022

Data analytics technology has had a profound effect on the nature of customer engagement. Analytics is especially important for companies trying to optimize their online presence. Website optimization is absolutely vital for any brand striving to do business online. Optimize for mobile.

Optimization 108

Optimization Data Analytics Analytics Analytics Technologies 108

Analytics Vidhya

JULY 25, 2022

Introduction The gradient descent algorithm is an optimization algorithm mostly used in machine learning and deep learning. The post Gradient Descent and its Types appeared first on Analytics Vidhya. Gradient descent adjusts parameters to minimize particular functions to local minima.

Deep Learning 312

Deep Learning IT Machine Learning Data Science 312

David Menninger's Analyst Perspectives

SEPTEMBER 23, 2021

Sisu Data is an analytics platform for structured data that uses machine learning and statistical analysis to automatically monitor changes in data sets and surface explanations. It can prioritize facts based on their impact and provide a detailed, interpretable context to refine and support conclusions.

Machine Learning 235

Machine Learning Key Performance Indicator Optimization Analytics 235

Smart Data Collective

FEBRUARY 9, 2022

Analytics technology has become an invaluable aspect of modern financial trading. This is one of the reasons that companies are projected to spend over $25 billion on financial analytics services by 2028. This is one of the reasons that companies are projected to spend over $25 billion on financial analytics services by 2028.

Visualization 133

Visualization Optimization Analytics Testing 133

Analytics Vidhya

SEPTEMBER 30, 2021

The post Apache Spark Performance Optimization for Data Engineers appeared first on Analytics Vidhya. It successfully combines the speed of work and the simplicity of the developer expressing […].

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Optimization Big Data Data Science Publishing 230

Smarten

MAY 9, 2024

Here, we examine the benefits of Augmented Analytics and how to plan and successfully execute an Augmented Analytics initiative.

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Optimization Analytics Marketing Enterprise 62

Smart Data Collective

OCTOBER 17, 2022

Using data analytics help your email marketing strategies succeed. Data Analytics’ Importance in Email Marketing. Types of data analytics. There are four types of data analytics for various marketing reasons. Most marketers assume behavior analytics are enough since they’re so valuable.

Marketing 119

Marketing Optimization Data Analytics Analytics 119

Analytics Vidhya

OCTOBER 4, 2020

The post Optimizing Exploratory Data Analysis using Functions in Python! appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon. “The more, the merrier” It is a perfect saying for the amount.

Optimization 261

Optimization Data Science Publishing Analytics 261

Cloudera

JANUARY 24, 2023

To this end, UBL embarked on a data analytics project that would achieve its goals for an improved data environment. UBL selected Cloudera for its data platform and Blutech Consulting — Pakistan’s leading data analytics company and the preferred partner of Cloudera — for the implementation. Analytics for everyone.

Optimization 79

Optimization Data Analytics Analytics IT 79

IBM Big Data Hub

JANUARY 25, 2024

Many asset-intensive businesses are prioritizing inventory optimization due to the pressures of complying with growing industry 4.0 Consider these questions: Do you have a platform that combines statistical analyses, prescriptive analytics and optimization algorithms? Now, consider the just-in-case approach.

Optimization 75

Optimization Cost-Benefit Prescriptive Analytics Manufacturing 75

Smart Data Collective

JULY 9, 2023

E-commerce businesses around the world are focusing more heavily on data analytics. billion on analytics last year. There are many ways that data analytics can help e-commerce companies succeed. One benefit is that they can help with conversion rate optimization.

Optimization 74

Optimization Data Analytics Analytics Data-driven 74

David Menninger's Analyst Perspectives

DECEMBER 7, 2022

Embedding analytics helps tackle the issue of extracting information from data which is a time-consuming process. Our research shows organizations spend more time cleaning and optimizing data for analysis rather than creating insights.

Analytics 259

Analytics Business Intelligence Optimization IT 259

Analytics Vidhya

APRIL 5, 2023

Eliminating redundancy, accelerating tasks, and promising optimal accuracy– marketing automation is a reliable tactic to thrive in today’s competitive world. appeared first on Analytics Vidhya.

Marketing 222

Marketing IT Optimization Technology 222

AWS Big Data

MARCH 28, 2024

To optimize the reconciliation process, these users require high performance transformation with the ability to scale on demand, as well as the ability to process variable file sizes ranging from as low as a few MBs to more than 100 GB. Architecture before migration The following diagram illustrates our previous architecture.

Optimization 81

Optimization IT Big Data Data Processing 81

AWS Big Data

APRIL 17, 2024

Amazon OpenSearch Service recently introduced the OpenSearch Optimized Instance family (OR1), which delivers up to 30% price-performance improvement over existing memory optimized instances in internal benchmarks, and uses Amazon Simple Storage Service (Amazon S3) to provide 11 9s of durability.

Optimization 115

Optimization Snapshot Metadata Cost-Benefit 115

Cloudera

DECEMBER 20, 2022

With the right insights, energy production from renewable assets can be optimized and better predict the future of supply and demand. In this respect, several studies project that a proper use of advanced analytics implies savings of between 5% and 7.5%. All of this introduces a new issue: grid management.

Optimization 81

Optimization Data Analytics Analytics Cost-Benefit 81

Smart Data Collective

FEBRUARY 3, 2022

The data is essential for optimizing the business, thus, increasing the profits. Benefits of data analytics. Understanding subscription data analytics. Data analytics can be challenging for businesses that are new to this. The system should generate information with every monthly subscription and between the invoices.

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Optimization Data Analytics Modeling Analytics 109

Smart Data Collective

AUGUST 11, 2022

Data analytics technology has become very important for helping companies manage their financial strategies. Companies are projected to spend nearly $12 billion on financial analytics services by 2028. There are many great benefits of using data analytics to improve financial management strategies.

Data Analytics 116

Data Analytics Optimization Analytics Cost-Benefit 116

CIO Business Intelligence

OCTOBER 16, 2023

The cloud makes it easy to build and grow solutions, but costs can quickly spiral out of control,” says Jay Upchurch, Executive Vice President and CIO with leading AI and analytics software company, SAS. Going back after the fact to optimize for cost while you’re still trying to operate and grow can make things even harder.”

Optimization 126

Optimization Enterprise Finance Data Processing 126

Smart Data Collective

JULY 7, 2021

Analytics is extremely important for any company that wants to get the most out of its marketing efforts. It is impossible to create an effective social media marketing strategy without utilizing big data analytics effectively. You need to learn how to use big data and social analytics with your marketing strategy.

Marketing 126

Marketing Strategy Optimization Analytics 126

Smart Data Collective

APRIL 20, 2022

Any company that wants to implement a successful marketing strategy needs to invest in analytics technology. We have talked extensively about the importance of analytics in online marketing, but it can be just as important for traditional marketing strategies as well. Analytics is the Basis for Successful Telemarketing Strategies.

Strategy 101

Strategy Optimization Analytics B2B 101

AWS Big Data

NOVEMBER 17, 2023

Amazon Athena is a serverless, interactive analytics service built on open source frameworks, supporting open table file formats. Starting today, the Athena SQL engine uses a cost-based optimizer (CBO), a new feature that uses table and column statistics stored in the AWS Glue Data Catalog as part of the table’s metadata.

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Optimization Statistics Metadata Data Lake 114

Smart Data Collective

MAY 8, 2022

More companies than ever are investing in customer service analytics. The customer service analytics market is projected to be worth $46.6 Data analytics can help with everything from improving driver safety to boosting route efficiency. Data Analytics Transforms the Fleet Management Industry’s Customer Service Model.

Optimization 103

Optimization Data Analytics Management Analytics 103

David Menninger's Analyst Perspectives

JUNE 22, 2022

Organizations are constantly trying to streamline and optimize business data to solve complex problems and identify opportunities to increase revenue and accelerate business growth.

Analytics 246

Analytics Data Governance Optimization IT 246

Smart Data Collective

AUGUST 17, 2021

Data analytics has upended the world of business in countless ways. A growing number of businesses are discovering new applications for data analytics technology as they strive to streamline operations and boost their bottom lines. Data Analytics Can Help Businesses Meet their Growth Objectives. Clarify Your Business Metrics.

Measurement 120

Measurement Optimization Analytics Metrics 120

David Menninger's Analyst Perspectives

FEBRUARY 3, 2022

Ventana Research recently announced its 2022 Market Agenda for Analytics , continuing the guidance we have offered for nearly two decades to help organizations derive optimal value from technology investments in order to improve business outcomes.

Marketing 279

Marketing Analytics Optimization Technology 279

IBM Big Data Hub

FEBRUARY 5, 2024

Every asset manager, regardless of the organization’s size, faces similar mandates: streamline maintenance planning, enhance asset or equipment reliability and optimize workflows to improve quality and productivity. Through interactive dialog, it can generate visual analytics and promptly deliver content to your team.

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Optimization Management Key Performance Indicator Modeling 92