Analytics Vidhya

JANUARY 3, 2024

This article will explore techniques, strategies, and best practices to optimize Python code and make it run incredibly fast. […] The post Optimize Python Code for High-Speed Execution appeared first on Analytics Vidhya. However, one common concern among Python developers is the performance of their code.

Optimization 305

Optimization Machine Learning Strategy Analytics 305

Analytics Vidhya

SEPTEMBER 11, 2023

It will be engineered to optimize decision-making and enhance performance in real-world complex systems. Introduction Reinforcement Learning from Human Factors/feedback (RLHF) is an emerging field that combines the principles of RL plus human feedback.

Optimization 353

Optimization Strategy Data-driven Interactive 353

Analytics Vidhya

JUNE 11, 2024

Additionally, fine-tuning enables the model to […] The post Optimizing LLMs with Mistral AI’s New Fine-Tuning APIs appeared first on Analytics Vidhya. Fine-tuning significantly improves performance compared to prompting, typically surpassing larger models due to its speed and cost-effectiveness.

Optimization 319

Optimization Modeling Analytics IT 319

Analytics Vidhya

OCTOBER 30, 2023

The most challenging part of integrating AI into an application is […] The post Mastering AI Optimization and Deployment with Intel’s OpenVINO Toolkit appeared first on Analytics Vidhya. Introduction We talk about AI almost daily due to its growing impact in replacing humans’ manual work.

Optimization 348

Optimization Software Enterprise Analytics 348

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.

Optimization 327

Optimization Data Science Publishing Analytics 327

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 […].

Optimization 318

Optimization Big Data Data Science Publishing 318

Analytics Vidhya

SEPTEMBER 16, 2024

A major advantage of the STAR […] The post How to Optimize Data Warehouse with STAR Schema? Introduction The STAR schema is an efficient database design used in data warehousing and business intelligence. It organizes data into a central fact table linked to surrounding dimension tables.

Data Warehouse 291

Data Warehouse Optimization Business Intelligence Analytics 291

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 317

Optimization Modeling Analytics IT 317

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 […].

Deep Learning 364

Deep Learning IT Machine Learning Data Science 364

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 304

Optimization Data Science Publishing Analytics 304

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.

Data Science 334

Data Science Optimization Analytics IT 334

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 […].

Optimization 269

Optimization Data Science Publishing Analytics 269

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 309

Marketing IT Optimization Technology 309

O'Reilly on Data

OCTOBER 19, 2021

While there isn’t an authoritative definition for the term, it shares its ethos with its predecessor, the DevOps movement in software engineering: by adopting well-defined processes, modern tooling, and automated workflows, we can streamline the process of moving from development to robust production deployments. Why: Data Makes It Different.

IT 350

IT Testing Experimentation Software 350

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 305

Key Performance Indicator Optimization Analytics Statistics 305

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.

Optimization 178

Optimization Management Technology Analytics 178

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. What is it, how does it work, what can it do, and what are the risks of using it? Or a text adventure game.

IT 267

IT Modeling Testing Risk 267

datapine

JANUARY 24, 2021

In our cutthroat digital age, the importance of setting the right data analysis questions can define the overall success of a business. That being said, it seems like we’re in the midst of a data analysis crisis. That being said, it seems like we’re in the midst of a data analysis crisis. Data Is Only As Good As The Questions You Ask.

IT 317

IT Statistics KPI Data-driven 317

David Menninger's Analyst Perspectives

NOVEMBER 5, 2024

For example, many tasks in the accounting close follow iterative paths involving multiple participants, as do supply chain management events where a delivery delay can set up a complex choreography of collaborative decision-making to deal with the delay, preferably in a relatively optimal fashion.

Optimization 130

Optimization Machine Learning Software Interactive 130

Analytics Vidhya

JULY 10, 2024

It covers testing, debugging, and optimizing AI agents in addition to tools, libraries, environment setup, and implementation. Introduction This article introduces the ReAct pattern for improved capabilities and demonstrates how to create AI agents from scratch.

Testing 364

Testing Optimization Analytics IT 364

David Menninger's Analyst Perspectives

SEPTEMBER 16, 2021

It can support AI/ML processes with data preparation, model validation, results visualization and model optimization. The platform also supports push-down processing for data prep and ETL inside databases to minimize data movement and optimize performance.

Data Science 341

Data Science Data Lake Data mining Deep Learning 341

Analytics Vidhya

AUGUST 31, 2022

Introduction Search engines make use of keywords for search optimization. This article was published as a part of the Data Science Blogathon. It is the best way to help users get the most out of their search. Bloggers and content writers use keywords to target their audience. Keyword extraction is important because it gives you […].

Data Science 376

Data Science Publishing Optimization Analytics 376

Analytics Vidhya

JULY 1, 2024

It helps in the design, normalization, and optimization of relational databases, which makes it pivotal for […] The post Functional Dependency in DBMS appeared first on Analytics Vidhya. Introduction It is important for anybody working in the field of data science to know how databases work. My name is Sabreena.

Data Science 328

Data Science Optimization Management Analytics 328

Analytics Vidhya

MARCH 20, 2024

Introduction Optimizing deep learning is a critical aspect of training efficient and accurate neural networks. Various optimization algorithms have been developed to improve the convergence speed. One such Algorithm is Adahessian ,which is second-order optimization method known for its effectiveness in handling complex landscapes.

Deep Learning 289

Deep Learning Optimization Analytics IT 289

Analytics Vidhya

MARCH 20, 2024

With the development of AI, we also learn how to leverage data-driven insights to enhance decision-making, optimize processes, and innovate across various sectors. Introduction Artificial intelligence (AI) has dramatically influenced technology. It is at the edge where some industries are being revolutionized.

Data-driven 332

Data-driven Optimization Marketing Technology 332

Analytics Vidhya

JULY 20, 2022

Before designing an ETL job, choosing optimal, performant, and cost-efficient tools […]. This article was published as a part of the Data Science Blogathon. Introduction Data acclimates to countless shapes and sizes to complete its journey from a source to a destination.

Data Science 361

Data Science Publishing Optimization Analytics 361

Analytics Vidhya

SEPTEMBER 1, 2022

It is an optimization technique where attributes are used to divide a table into different sections. This article was published as a part of the Data Science Blogathon. Introduction Apache Iceberg is an open-source spreadsheet format for storing large data sets.

Data Science 371

Data Science Publishing Optimization Analytics 371

Analytics Vidhya

JUNE 6, 2022

Whenever we design a Big-data solution and execute hive queries on clusters it is the responsibility of a developer to optimize the hive queries. Introduction In this article, we will discuss advanced topics in hives which are required for Data-Engineering. Performance Tuning in […].

Big Data 367

Big Data Data Science Publishing Optimization 367

Analytics Vidhya

JANUARY 6, 2024

It ensures seamless data management and precise calculations for optimal spreadsheet performance. Introduction In Microsoft Excel, where efficiency and accuracy are paramount, choosing the right function can make all the difference.

Optimization 333

Optimization Management Analytics IT 333

Analytics Vidhya

MARCH 28, 2023

AI-powered email automation tools use ML algorithms to analyze data and optimize campaigns, delivering personalized content to each recipient. Email automation is a game-changer for businesses, but with AI, it’s becoming even more powerful!

Optimization 367

Optimization Analytics Marketing Analytics IT 367