Analytics Vidhya

JUNE 9, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction The Hyperparameter Optimization for Machine Learning (ML) algorithm is an. The post 5 Hyperparameter Optimization Techniques You Must Know for Data Science Hackathons appeared first on Analytics Vidhya.

Optimization 228

Optimization Data Science Machine Learning Publishing 228

Analytics Vidhya

MAY 26, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Last time I wrote about hyperparameter-tuning using Bayesian Optimization: bayes_opt. The post Tuning the Hyperparameters and Layers of Neural Network Deep Learning appeared first on Analytics Vidhya.

Deep Learning 390

Deep Learning Data Science Publishing Optimization 390

Analytics Vidhya

MARCH 4, 2021

ArticleVideo Book Objective Optimization is the core of every machine learning algorithm. Understand how the Gradient descent algorithm works and optimize model performance. Note: The post Understanding Gradient Descent Algorithm appeared first on Analytics Vidhya.

Machine Learning 306

Machine Learning Optimization Modeling Analytics 306

Analytics Vidhya

JUNE 14, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction In Neural Networks, we have the concept of Loss Functions, The post Complete Guide to Gradient-Based Optimizers in Deep Learning appeared first on Analytics Vidhya.

Deep Learning 162

Deep Learning Optimization Data Science Publishing 162

O'Reilly on Data

JUNE 15, 2023

Oxford philosopher Nick Bostrom, author of the book Superintelligence , once posited as a thought experiment an AI-managed factory given the command to optimize the production of paperclips. We need research on how best to train AI models to satisfy multiple, sometimes conflicting goals rather than optimizing for a single goal.

Risk 326

Risk Optimization Modeling Reporting 326

CIO Business Intelligence

JANUARY 1, 2025

It allows tourism companies to anticipate demand, optimize resource management, and improve sustainability, he says.And in an environment where speed, precision, and personalization are essential, its vital to adopt solutions to improve the customer experience and be on the front foot to new market changes.

Strategy 115

Strategy Digital Transformation Optimization Technology 115

FineReport

DECEMBER 11, 2019

Then these books, I think you must read. The author is known as “the prophet of the big data era”, this book is the first of its kind in the study of big data systems. Although this book may have been somewhat outdated in the present, many of the ideas in it are still very useful. From Google. About thinking.

Big Data 98

Big Data Statistics Experimentation Data Strategy 98

AWS Big Data

OCTOBER 9, 2024

We outline cost-optimization strategies and operational best practices achieved through a strong collaboration with their DevOps teams. We also discuss a data-driven approach using a hackathon focused on cost optimization along with Apache Spark and Apache HBase configuration optimization. This sped up their need to optimize.

Optimization 123

Optimization Testing Data-driven Strategy 123

CIO Business Intelligence

DECEMBER 20, 2024

Optimize data flows for agility. Limit the times data must be moved to reduce cost, increase data freshness, and optimize enterprise agility. They should also be optimized to share data across systems, geographies, and organizations. Seamless data integration. Real-time data enablement.

Data Architecture 122

Data Architecture Management Consulting Internet of Things 122

O'Reilly on Data

SEPTEMBER 15, 2020

My book, AI for People and Business , introduces a framework that highlights the fact that both people and businesses can benefit from AI in unique and different ways. In my book, I introduce the Technical Maturity Model: I define technical maturity as a combination of three factors at a given point of time.

Advertising 359

Advertising Cost-Benefit ROI Machine Learning 359

Rocket-Powered Data Science

DECEMBER 16, 2018

So, you start by assuming a value for k and making random assumptions about the cluster means, and then iterate until you find the optimal set of clusters, based upon some evaluation metric. See the related post for more details about the cold start challenge. This is the meta-learning phase. What outcomes will be actionable?

Machine Learning 203

Machine Learning Metrics Optimization Data Science 203

CIO Business Intelligence

DECEMBER 17, 2024

But after putting some discipline around it and pinpointing where we can optimize our operations, we have found a better balance. Our supplier partners keep sending us their price books, spec sheets and product information every quarter. That said, were not 100% in the cloud.

Digital Transformation 105

Digital Transformation Data Processing Optimization Machine Learning 105

O'Reilly on Data

OCTOBER 11, 2022

We can see what books and courses our customers are using, and for how long. We know if customers only read the first chapter of some book, and can think about what how to improve it. Books can sit on shelves or in warehouses for a long time before they come back as returns. All three have upcoming books from O’Reilly.

Data Integration 353

Data Integration Insurance Dashboards Data-driven 353

CIO Business Intelligence

APRIL 24, 2025

The focus is on information gathering and simplifying the booking process for customers. A key part of this is the booking system itself that, after delays, was finally installed last spring. Since the new booking system was launched, customer satisfaction has steadily increased.

IT 59

IT Consulting Optimization IoT 59

AWS Big Data

NOVEMBER 22, 2024

job reads a dataset, updated daily in an S3 bucket under different partitions, containing new book reviews from an online marketplace and runs SparkSQL to gather insights into the user votes for the book reviews. Understanding the upgrade process through an example We now show a production Glue 2.0 using the Spark Upgrade feature.

Cost-Benefit 96

Cost-Benefit Data-driven Software Testing 96

CIO Business Intelligence

JANUARY 21, 2025

Lee described an AI travel agent driving increased bookings with an intuitive AI-powered product that 83% of users preferred over traditional search options, propelling daily profits above $1 million. Why should CIOs bet on unifying their data and AI practices? Should CIOs bring AI to the data or bring data to the AI?

Cost-Benefit 142

Cost-Benefit Data-driven Strategy Marketing 142

AWS Big Data

JANUARY 9, 2025

Our experiments are based on real-world historical full order book data, provided by our partner CryptoStruct , and compare the trade-offs between these choices, focusing on performance, cost, and quant developer productivity. Data management is the foundation of quantitative research.

Metadata 107

Metadata Snapshot Cost-Benefit Optimization 107

CIO Business Intelligence

MARCH 5, 2025

Modivcare, which provides services to better connect people with care, is on a transformative journey to optimize its services by implementing a new product operating model. Our clients can use our APIs to share eligibility or integrate our ride booking service into their own portal or apps. What was the model you were using before?

Modeling 118

Modeling Interactive Strategy Technology 118

O'Reilly on Data

NOVEMBER 13, 2018

Below are the top search topics on our training platform: Beyond “search,” note that we’re seeing strong growth in consumption of content related to ML across all formats—books, posts, video, and training. There are also many important considerations that go beyond optimizing a statistical or quantitative metric.

Machine Learning 273

Machine Learning Risk Management Statistics 273

IBM Big Data Hub

MARCH 6, 2024

Re-platforming With a re-platforming migration, some adjustments or optimizations are made to the applications before moving them to the cloud. Additionally, without proper monitoring and optimization, ongoing cloud usage costs can escalate rapidly, leading to budget overruns and financial strain.

Optimization 73

Optimization Strategy Cost-Benefit Testing 73

Cloudera

MARCH 2, 2022

You can read previous blog posts on Impala’s performance and querying techniques here – “ New Multithreading Model for Apache Impala ”, “ Keeping Small Queries Fast – Short query optimizations in Apache Impala ” and “ Faster Performance for Selective Queries ”. . You can also contact your sales representative to book a demo.

Data Warehouse 89

Data Warehouse Optimization Analytics Sales 89

O'Reilly on Data

NOVEMBER 14, 2023

I’m skeptical about AI creativity, though recently I hypothesized that an AI system optimized for “hallucinations” might be the start of “artificial creativity.” Would a publisher generate a faux-image as a book cover? Footnotes The title of Harold Bloom’s book on Shakespeare. That’s a path that’s well worth investigating.

Recreation/Entertainment 306

Recreation/Entertainment Publishing Marketing Data-driven 306

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.

Optimization 64

Optimization Machine Learning Dashboards Metrics 64

O'Reilly on Data

OCTOBER 19, 2021

Adapted from the book Effective Data Science Infrastructure. However, none of these layers help with modeling and optimization. We cannot expect data scientists to write modeling frameworks like PyTorch or optimizers like Adam from scratch! Foundational Infrastructure Layers. Model Operations.

IT 363

IT Testing Experimentation Software 363

Juice Analytics

NOVEMBER 27, 2024

The following list is a fragrant mix of self improvement, everyday products with visualizations, data art, and data books for kids. 54.99 [link] The Big Picture is the perfect reference book for the data person in your life. Happy Holidays!

Visualization 52

Visualization Data-driven Dashboards Measurement 52

Smart Data Collective

NOVEMBER 22, 2021

You can see how long their workout lasts, what kinds of machines they prefer to book, and when. Optimize Classes Based on Attendance. Instead, use data from class bookings to determine what classes are popular and when people are most likely to attend them. The last thing that you want is to host classes with poor attendance.

Big Data 145

Big Data Data-driven Software Data Processing 145

Smart Data Collective

JULY 27, 2022

Data-Driven Booking Tools Make Appointment Management Easier than Ever. Here are the five best setmore alternatives that use big data technology to aid with the booking process. Book Like a Boss. Book like a boss is one of the best online appointment scheduling tools that works as an all-in-one system.

Big Data 126

Big Data Management Data-driven Software 126

AWS Big Data

OCTOBER 30, 2024

We show how to build data pipelines using AWS Glue jobs, optimize them for both cost and performance, and implement schema evolution to automate manual tasks. If you want to optimize costs, you should have a moderate CdcMaxBatchInterval (minutes) and a large CdcMinFileSize value (100–500 MB).

Data Lake 101

Data Lake Data Processing Optimization Machine Learning 101

O'Reilly on Data

APRIL 5, 2023

We’re also using AI algorithms to optimize supply chains, screen for diseases, accelerate the development of life-saving drugs, find new sources of energy and search the world for illicit nuclear materials. Author’s note: Julia Stoyanovich is the co-author of a five-volume comic book on AI that can be downloaded free from GitHub.

Cost-Benefit 309

Cost-Benefit Data-driven Measurement Visualization 309

Smart Data Collective

NOVEMBER 29, 2021

Marvel is one of the many companies using big data to optimize its business model. As we all know, Marvel is one of the most influential comic books in the world created by Stan Lee. For instance, when Spider-Man appears in a comic book with Captain America, these are all visualized through data graphics.

Visualization 131

Visualization Recreation/Entertainment Big Data Statistics 131

O'Reilly on Data

MARCH 23, 2023

Many of these go slightly (but not very far) beyond your initial expectations: you can ask it to generate a list of terms for search engine optimization, you can ask it to generate a reading list on topics that you’re interested in. It has helped to write a book. It was not optimized to provide correct responses.

IT 346

IT Modeling Testing Risk 346

CIO Business Intelligence

JANUARY 10, 2024

Optimizing cloud investments requires close collaboration with the rest of the business to understand current and future needs, building effective FinOps teams, partnering with providers, and ongoing monitoring of key performance metrics. But many CIOs, worried about going over budget, pre-book too much capacity.

Cost-Benefit 124

Cost-Benefit Measurement Optimization Metrics 124

AWS Big Data

JULY 13, 2023

In his free time, he reads books and tries (hopelessly) to improve his jazz piano skills. He helps architect and run Solutions Accelerators in Europe to enable customers to become hands-on with AWS services and build prototypes quickly to release the value of data in the organization.

Optimization 96

Optimization B2B Data Quality Sales 96

IBM Big Data Hub

JULY 25, 2023

This software, and the insights it provides, can help providers predict demand patterns, identify potential issues and optimize the distribution network. Optimizing your smart grid Smart grid technology has countless benefits, including increased grid efficiency and reliability and easy integration with renewable energy sources.

Optimization 56

Optimization Technology Measurement Cost-Benefit 56

O'Reilly on Data

SEPTEMBER 19, 2023

People familiar with optimization algorithms will recognize this as a twist on simulated annealing: start with random parameters and attributes, and narrow that scope over time.) Both situations benefit from a technique that optimizes the search through a large and daunting solution space. The NASA ST5 antenna is another example.

Machine Learning 337

Machine Learning Testing Modeling Cost-Benefit 337

Smart Data Collective

APRIL 13, 2020

vcita has a number of other benefits, including enabling brands to accept up-front payments electronically, send automated confirmations and schedule bookings remotely. You might accidentally double-book appointments with customers or forget that a customer had an appointment. Big data is crucial to customer service optimization.

Data Collection 141

Data Collection Big Data Cost-Benefit Data-driven 141

CIO Business Intelligence

SEPTEMBER 20, 2024

It allows retailers to optimize both front-end and back-end operations, addressing key business challenges and creating new opportunities for efficiency. Optimizing store operations For retail leaders, Copilot enhances decision-making through data-driven insights. Click here to book a discovery call.

Data-driven 111

Data-driven Finance Optimization Sales 111