insideBIGDATA

FEBRUARY 3, 2023

In this contributed article, Al Gharakhanian, Machine Learning Development Director, Cognityze, takes a look at anomaly detection in terms of real-life use cases, addressing critical factors, along with the relationship with machine learning and artificial neural networks.

Machine Learning 538

Machine Learning Machine Learning Big Data Big Data 538

KDnuggets

MAY 8, 2024

The goal of this article is to help demystify the process of selecting the proper machine learning algorithm, concentrating on "traditional" algorithms and offering some guidelines for choosing the best one for your application.

Machine Learning 309

Machine Learning Machine Learning Algorithm 309

Analytics Vidhya

MAY 6, 2024

Introduction Machine learning (ML) has become a game-changer across industries, but its complexity can be intimidating. This article explores how to use ChatGPT to build machine learning models.

ML 314

ML ML Machine Learning Machine Learning 314

KDnuggets

APRIL 29, 2024

This article is an overview of a particular subset of data structures useful in machine learning and AI development, along with explanations and example implementations.

Machine Learning 310

Machine Learning Machine Learning AI AI 310

insideBIGDATA

FEBRUARY 26, 2024

In this contributed article, editorial consultant Jelani Harper suggests that since there are strengths and challenges for each form of AI, prudent organizations will combine these approaches for the most effective results.

Artificial Intelligence 463

Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning 463

Analytics Vidhya

APRIL 22, 2024

From advancements like increased vocabulary sizes to practical implementations using open-source tools, this article dives into the technical details and benchmarks of Llama 3. Learn how to deploy and run these models locally, unlocking their potential within consumer hardware. appeared first on Analytics Vidhya.

Analytics 320

Analytics Analytics AI AI 320

Data Science Dojo

APRIL 29, 2024

These AI systems learn from large datasets to recognize patterns and structures, which they then use to generate new, original outputs similar to the data they trained on. In the media, it can produce entirely new musical compositions or write compelling articles. Example: GPT-3: writing an article based on a prompt.

AI 539

AI AI Deep Learning Deep Learning 539

Matt Przybyla

MARCH 11, 2023

Top articles, top comments, surprises, and learnings Continue reading on Geek Culture »

Data Science 52

Data Science Artificial Intelligence Artificial Intelligence Machine Learning 52

Analytics Vidhya

APRIL 24, 2024

Introduction Ever felt overwhelmed by the jargon of deep learning? further in this article, we will explore 100 essential deep learning terms, making complex ideas approachable and empowering you to […] The post 100 Deep Learning Terms Explained appeared first on Analytics Vidhya. You’re not alone!

Deep Learning 268

Deep Learning Deep Learning Analytics Analytics 268

Analytics Vidhya

APRIL 17, 2024

Introduction Step into the magical world of machine learning (ML), where industries are transformed and possibilities are endless. This article dives deep into the MLOps, bridging the gap between data science and production. But to know its full potential, we need a robust infrastructure like MLOps.

Machine Learning 291

Machine Learning Machine Learning Data Science ML 291

KDnuggets

OCTOBER 25, 2023

Machine Learning is one of the most exciting fields in computer science today. In this article, we will take a look at the five best yet free books to learn machine learning in 2023.

Machine Learning 365

Machine Learning Machine Learning Computer Science Computer Science 365

insideBIGDATA

FEBRUARY 12, 2024

In this contributed article, editorial consultant Jelani Harper discusses a number of hot topics today: computer vision, data quality, and spatial data. Computer vision is an extremely viable facet of advanced machine learning for the enterprise. Its utility for data quality is evinced from some high profile use cases.

Data Quality 418

Data Quality Machine Learning Machine Learning Deep Learning 418

Analytics Vidhya

JANUARY 29, 2024

Introduction Machine learning has revolutionized the field of data analysis and predictive modelling. With the help of machine learning libraries, developers and data scientists can easily implement complex algorithms and models without writing extensive code from scratch.

Machine Learning 332

Machine Learning Machine Learning Data Scientist Data Analysis 332

Analytics Vidhya

MAY 19, 2024

Introduction This article highlights 10 exceptional YouTube channels that provide comprehensive tutorials, practical guidance, and engaging content for mastering Python programming. These channels cover various aspects of Python, from statistics to machine learning, AI, and data science.

Python 236

Python Machine Learning Machine Learning Data Science 236

Analytics Vidhya

MARCH 6, 2024

Introduction Deploying machine learning models with Flask offers a seamless way to integrate predictive capabilities into web applications. Flask, a lightweight web framework for Python, provides a simple yet powerful environment for serving machine learning models. appeared first on Analytics Vidhya.

Machine Learning 291

Machine Learning Machine Learning Python Analytics 291

Analytics Vidhya

APRIL 18, 2024

Introduction Learning Excel for free can be a great start to boost your skills. In this article, we’ll talk about a free course on Excel. It’s like a special class where you can learn all about […] The post Microsoft Excel: Formulas & Functions appeared first on Analytics Vidhya.

Analytics 266

Analytics Analytics 266

Analytics Vidhya

MAY 6, 2024

Introduction This article explores Adaptive Question-Answering (QA) frameworks, specifically the Adaptive RAG strategy. It highlights the learning objectives, features, and implementation of Adaptive RAG, its efficiency, and its integration with Langchain and Cohere LLM.

Analytics 279

Analytics Analytics Python AI 279

insideBIGDATA

JULY 11, 2023

In this contributed article, Domenic Puzio, Senior Machine Learning Engineer on the NLP Team at Kensho Technologies, discusses NLP, the branch of machine learning (ML) that focuses on training computers to understand written language, a skill that comes naturally to humans and has historically been very difficult for machines.

Machine Learning 302

Machine Learning Machine Learning ML ML 302

KDnuggets

OCTOBER 9, 2023

In this article, Luis shares with readers his thoughts on the intersection of open source software and machine learning and what the future might bring.

Machine Learning 292

Machine Learning Machine Learning AI AI 292

KDnuggets

MARCH 8, 2024

This article explains the concept of regularization and its significance in machine learning and deep learning. We have discussed how regularization can be used to enhance the performance of linear models, as well as how it can be applied to improve the performance of deep learning models.

Deep Learning 252

Deep Learning Deep Learning Machine Learning Machine Learning 252

Analytics Vidhya

MAY 2, 2024

To improve performance, algorithms like Reinforcement Learning with Human Feedback and Direct Preference Optimization (DPO) can be used. This article focuses on RLHF methods and […] The post Fine-tune Llama 3 using Direct Preference Optimization appeared first on Analytics Vidhya.

Algorithm 283

Algorithm Analytics Analytics SQL 283

Analytics Vidhya

DECEMBER 11, 2023

Many resources are available for learning data science, including online courses, textbooks, and blogs. In this article, we will focus on YouTube channels that offer free data science learning.

Data Science 298

Data Science Analytics Analytics Big Data 298

Analytics Vidhya

APRIL 5, 2024

A massive community with libraries for machine learning, sleek app development, data analysis, cybersecurity, and more. This article is […] The post Top 40 Python Libraries for AI, ML and Data Science appeared first on Analytics Vidhya. Known for its beginner-friendliness, you can dive into AI without complex code.

Data Science 341

Data Science ML ML Python 341

Analytics Vidhya

APRIL 24, 2024

In this article, we’ll explore a free course for learning […] The post Free Course on Tableau For Beginners appeared first on Analytics Vidhya. Tableau, a dynamic and versatile data visualization tool, has revolutionized how organizations harness the power of their data.

Tableau 289

Tableau Data Visualization Analytics Analytics 289

Analytics Vidhya

OCTOBER 11, 2023

Are you new to Data Science, Machine Learning, or MLOps and feeling overwhelmed with tool choices? In this article, we’ll explore ZenML’s capabilities and features to simplify your MLOps journey. Learning Objectives This article was published as a part of the Data Science Blogathon.

Data Science 312

Data Science Machine Learning Machine Learning Analytics 312

Analytics Vidhya

SEPTEMBER 3, 2022

This article was published as a part of the Data Science Blogathon. Introduction In this article, we will learn about machine learning using Spark. Our previous articles discussed Spark databases, installation, and working of Spark in Python. In this article, we will mainly talk about […].

Machine Learning 351

Machine Learning Machine Learning Data Science Database 351

Analytics Vidhya

MARCH 12, 2024

Learning and teaching are being redefined in the rapidly evolving field of education by artificial intelligence (AI). AI-powered apps are transforming traditional approaches to education with their capacity to provide quick access to information, customized learning experiences, and state-of-the-art tools for both teachers and students.

Artificial Intelligence 279

Artificial Intelligence Artificial Intelligence AI AI 279

Analytics Vidhya

OCTOBER 25, 2023

Introduction In today’s data-driven world, machine learning is playing an increasingly prominent role in various industries. Explainable AI aims to make machine learning models more transparent to clients, patients, or loan applicants, helping build trust and social acceptance of these systems.

Machine Learning 299

Machine Learning Machine Learning AI AI 299

Analytics Vidhya

APRIL 29, 2024

Artificial Intelligence (AI) enhances conventional analytics techniques by leveraging machine learning and natural language processing to achieve previously unheard-of efficiency, accuracy, and creativity. This article delves into artificial […] The post 10 Ways to Use AI in Data Analytics appeared first on Analytics Vidhya.

Analytics 262

Analytics Analytics Natural Language Processing Artificial Intelligence 262

KDnuggets

MARCH 6, 2024

This article has shown how transfer learning can be used to help you solve small data problems, while also highlighting the benefits of using it in other fields.

Data Science 262

Data Science 262

insideBIGDATA

APRIL 19, 2023

In this contributed article, Dr. Oleg Bess, practicing physician and CEO of 4medica, discusses how machine learning is doing great things in medicine, including improving medical diagnosis and drug manufacturing.

Machine Learning 394

Machine Learning Machine Learning Big Data Big Data 394

Analytics Vidhya

APRIL 25, 2024

But what if you want to learn NLP without spending money? In this article, let’s explore a free […] The post Introduction to Natural Language Processing [Free NLP Course] appeared first on Analytics Vidhya.

Natural Language Processing 264

Natural Language Processing Analytics Analytics 264

insideBIGDATA

MARCH 13, 2023

In this contributed article, editorial consultant Jelani Harper takes a new look at the GPT phenomenon by exploring how prompt engineering (stores, databases) coupled with few shot learning can constitute a significant adjunct to traditional data science.

Data Science 447

Data Science Database Deep Learning Deep Learning 447

Analytics Vidhya

DECEMBER 14, 2023

Introduction In the dynamic landscape of education and machine learning, the integration of Adaptive Learning through Diffusion represents a paradigm shift. This advanced approach harnesses the principles of diffusion to tailor learning experiences, adapting seamlessly to the needs and pace of individual learners.

Machine Learning 272

Machine Learning Machine Learning Analytics Analytics 272

Analytics Vidhya

APRIL 18, 2024

Do you want to learn Python for data science or tech, but worried about expensive courses? This article is all about a free Python course that’s perfect for you, no matter your experience level. Great news! Even if you are a beginner, this course will help you with foundation building.

Data Science 269

Data Science Python Analytics Analytics 269

Analytics Vidhya

DECEMBER 20, 2023

This article embarks on an exciting exploration into quantum language representations and their many applications, marking a new era in linguistic exploration. Introduction In the language processing field, a transformative shift is unfolding with quantum-inspired approaches reshaping our understanding of information handling.

Data Science 290

Data Science Analytics Analytics 290

KDnuggets

DECEMBER 4, 2023

This article highlights the skills data scientists can learn to make the most use of the prowess of ChatGPT.

Data Science 349

Data Science Data Scientist 349