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 […].

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Optimization Machine Learning Interactive Data Science 382

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.

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Optimization Modeling Analytics IT 304

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. With the advancement of technology, various tools have been developed to streamline these processes and enhance productivity.

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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.

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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.

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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. Introduction Agriculture has been essential to human civilization since the dawn of time.

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Analytics Vidhya

DECEMBER 20, 2022

The post How to Optimize the Performance of AWS S3? Introduction Source: krzysztof-m from Pixabay Amazon Web Services (AWS) Simple Storage Service (S3) is a highly scalable, secure, and durable cloud storage service. It provides a simple web services interface that can store and retrieve any amount of data, at any time, from […].

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Optimization Data Science Publishing Analytics 260

CIO Business Intelligence

NOVEMBER 14, 2023

But getting the most out of IT staff and unleashing synergies among IT teams is among the more underappreciated skills an IT leader must have to optimize their organization’s efforts. Success for an IT leader requires mastering a wide range of skills. The short answer is that you don’t try to change anyone.

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Optimization Management IT Sales 118

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 285

Analytics Vidhya

JULY 25, 2022

Introduction The gradient descent algorithm is an optimization algorithm mostly used in machine learning and deep learning. Gradient descent adjusts parameters to minimize particular functions to local minima. In linear regression, it finds weight and biases, and deep learning backward propagation uses the […].

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Deep Learning IT Machine Learning Data Science 357

CIO Business Intelligence

JULY 23, 2023

Optimization also rose to the top of IT leaders’ lists: 67% measure success within their IT organization by better optimizing resources. Optimizing IT resources—namely infrastructure, processes, and people—fuels digital transformation and modernization, which drives businesses to keep pace in today’s tough economy.

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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.

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Optimization Cost-Benefit Prescriptive Analytics Manufacturing 78

Analytics Vidhya

OCTOBER 4, 2020

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

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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.

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IBM Big Data Hub

FEBRUARY 13, 2024

Driving optimal application performance while minimizing costs has become paramount as organizations strive for positive user experiences. The significance of optimizing application performance Optimizing application development and performance is a must in a world where a user’s experience can control a business’ trajectory.

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Optimization Metrics Machine Learning Dashboards 69

CIO Business Intelligence

OCTOBER 16, 2023

Going back after the fact to optimize for cost while you’re still trying to operate and grow can make things even harder.” By quickly showing engineers the financial implications of feature development and product changes, for example, they can optimize features for cost in the same way they tune for performance or uptime.

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Optimization Enterprise Finance Data Processing 131

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. These foundation models, built on large language models, are trained on vast amounts of unstructured and external data.

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Optimization Management Key Performance Indicator Modeling 96

IBM Big Data Hub

MARCH 21, 2024

In this blog, we’ll explore seven key strategies to optimize infrastructure for AI workloads, empowering organizations to harness the full potential of AI technologies. This flexibility ensures optimal performance without over-provisioning or underutilization.

Optimization 66

Optimization Software Data-driven Consulting 66

CIO Business Intelligence

FEBRUARY 12, 2024

“Organizations with little or no cloud cost optimization plans rush into cloud technology investments,” according to Gartner. Conclusion Reducing cloud waste and optimizing cloud costs are critical to gaining competitive advantage in the cloud. Resolving this dilemma is challenging.

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Optimization Cost-Benefit Digital Transformation Reporting 114

KDnuggets

OCTOBER 19, 2023

Gradient descent is an optimization technique used to minimise errors in machine learning models. By iteratively adjusting parameters in the steepest direction of decrease, it seeks the lowest error value.

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Optimization Machine Learning Modeling IT 124

KDnuggets

JUNE 12, 2023

Today, we’ll talk about why SQL query optimization is important and which techniques can be used to optimize it.

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CIO Business Intelligence

JUNE 26, 2023

billion to help enterprises optimize their IT expenditure, particularly cloud costs, as they try to navigate uncertain macroeconomic conditions. While ApptioOne can be used by enterprises to manage hybrid cloud, Apptio Cloudability can be used to monitor public cloud spending and expenditure optimization.

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Smart Data Collective

JANUARY 19, 2023

Reasons for Cost Optimization Cost optimization is an important part of any organization’s DevOps strategy. By optimizing costs, organizations can maximize their profits and keep up with the ever-changing business landscape. But what are some of the reasons why DevOps teams should consider cost optimization?

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Optimization Cost-Benefit Software Measurement 110

AWS Big Data

NOVEMBER 17, 2023

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. Let’s discuss some of the cost-based optimization techniques that contributed to improved query performance.

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Optimization Statistics Metadata Data Lake 109

CIO Business Intelligence

JANUARY 4, 2024

The CCA allows overarching enterprise functions and IT shared services to be assessed separately from the business unit’s products/applications that require PCI security compliance. How can implementing a CCA benefit financial institutions and their various business units in their quest for PCI security compliance?

Optimization 100

Optimization Cost-Benefit Reporting Enterprise 100

IBM Big Data Hub

JULY 5, 2023

However, cloud services costs can be higher than anticipated, so monitoring and optimizing your cloud spend is critical. Cloud cost optimization combines strategies, techniques, best practices and tools to help reduce cloud costs, find the most cost-effective way to run your applications in the cloud environment, and maximize business value.

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Optimization Forecasting ROI Metrics 68

CIO Business Intelligence

APRIL 10, 2024

The company needs massive computing power with CPUs and GPUs that are optimized for AI development, says Clark, adding that Seekr looked at the infrastructure it would need to build and train its huge AI models and quickly determined that buying and maintaining the hardware would be prohibitively expensive. Clark says.

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IT Testing Optimization Modeling 111

Smarten

JUNE 14, 2023

If we are to safely and securely optimize its potential, GPT must be managed as it evolves. The topic of Artificial Intelligence or AI is ubiquitous. Lately, it seems that every media and news outlet has a story on AI and on ChatGPT. GPT, or Generative Pre-Trained Transformer, is a Large Language Model (LLM).

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Timo Elliott

FEBRUARY 13, 2024

According to the academics, there is a list of things you need to think about when optimizing roles and teams for new technologies like AI: Joint optimization: People should be viewed as complementary to the machines rather than as an extension of them.

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Optimization Technology IT 59

Smart Data Collective

FEBRUARY 23, 2023

By analyzing data and extracting useful insights, brands can make informed decisions to optimize their branding strategies. This article will explore data mining and how it can help online brands with brand optimization. What is Data Mining? Data mining deals with extracting useful insights and patterns from large data sets.

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