Analytics Vidhya

OCTOBER 12, 2023

Introduction Machine learning is a highly developing domain of technology at present. This technology allows computer systems to learn and make decisions without technical programming. This guide on how to learn machine learning online will introduce you to the […] The post How to Learn Machine Learning Online?

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Machine Learning Machine Learning Data Analysis Data Analysis 310

Analytics Vidhya

MARCH 28, 2024

Deep learning is a powerful tool of artificial intelligence that’s changing many things. It is essential to have a good knowledge of Deep Learning, if you are aiming to make a career in AI. To make your life easy, we have made a list of some common Deep Learning ebooks, that you must read.

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insideBIGDATA

APRIL 11, 2023

One of my favorite learning resources for gaining an understanding for the mathematics behind deep learning is "Math for Deep Learning" by Ronald T. If you're interested in getting quickly up to speed with how deep learning algorithms work at a basic level, then this is the book for you. Kneusel from No Starch Press.

Deep Learning 542

Deep Learning Deep Learning Algorithm Data Science 542

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.

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Machine Learning Machine Learning Data Scientist Data Analysis 332

Analytics Vidhya

APRIL 19, 2024

Introduction Embark on a thrilling journey into the domain of Convolutional Neural Networks (CNNs) and Skorch, a revolutionary fusion of PyTorch’s deep learning prowess and the simplicity of scikit-learn. Join us […] The post Train PyTorch Models Scikit-learn Style with Skorch appeared first on Analytics Vidhya.

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KDnuggets

APRIL 26, 2024

Find out all about Google Cloud's latest learning path, and learn how to use the Gemini language model in the Google Cloud.

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insideBIGDATA

MARCH 25, 2024

This article is excerpted from the book, "The AI Playbook: Mastering the Rare Art of Machine Learning Deployment," by Eric Siegel, Ph.D., with permission from the publisher, MIT Press.

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Machine Learning Machine Learning Analytics Analytics 479

Analytics Vidhya

APRIL 17, 2024

Introduction Step into the magical world of machine learning (ML), where industries are transformed and possibilities are endless. Discover the top MLOps tools empowering data teams today, […] The post Top 19 MLOps Tools to Learn in 2024 appeared first on Analytics Vidhya.

Machine Learning 292

Machine Learning Machine Learning Data Science ML 292

Analytics Vidhya

JANUARY 20, 2024

In today’s edition, we delve into the fascinating world of machine learning with a focus on the popular Scikit-learn library, commonly known as Sklearn.

Machine Learning 359

Machine Learning Machine Learning Data Analysis Data Analysis 359

KDnuggets

JANUARY 4, 2023

Check out this solid plan for learning Data Science, Machine Learning, and Deep Learning. The entire plan is currently available at no cost to KDnuggets readers.

Deep Learning 367

Deep Learning Deep Learning Machine Learning Machine Learning 367

KDnuggets

MARCH 18, 2024

Learn how to automate machine learning training and evaluation using scikit-learn pipelines, GitHub Actions, and CML.

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Machine Learning Machine Learning 297

insideBIGDATA

JULY 24, 2023

In this contributed article, Ihar Rubanau, Senior Software Developer at Sigma Software Group, discusses how transfer learning has become a popular technique in computer vision, allowing deep neural networks to be trained with limited data by leveraging pre-trained models.

Deep Learning 368

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KDnuggets

FEBRUARY 12, 2024

You don't always have high-quality labeled datasets for supervised machine learning. Learn about why you should augment your real data with synthetic data as well as the ways to generate it.

Machine Learning 278

Machine Learning Machine Learning 278

Analytics Vidhya

APRIL 19, 2023

Introduction Technologies like machine learning and artificial intelligence have become the talk of the town because of their applicability across organizations of all sizes and domains; and their ability to automate the most complex tasks. appeared first on Analytics Vidhya.

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Analytics Vidhya

APRIL 15, 2024

CNNs are a cornerstone of image-related tasks, known for their ability to learn hierarchical representations of images. In this project, we dive into understanding the power of CNNs to classify ships based on their visual […] The post Enhancing Ship Classification with CNNs and Transfer Learning appeared first on Analytics Vidhya.

Analytics 263

Analytics Analytics Data Visualization Data Analysis 263

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.

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Machine Learning Machine Learning AI AI 307

Analytics Vidhya

SEPTEMBER 22, 2023

Introduction The area of machine learning (ML) is rapidly expanding and has applications across many different sectors. Keeping track of machine learning experiments using MLflow and managing the trials required to construct them gets harder as they get more complicated.

Machine Learning 370

Machine Learning Machine Learning Data Scientist ML 370

Data Science Dojo

MARCH 27, 2024

Generative AI isn’t here to steal anyone’s job, but maybe, it can help us fix the problems, ushering in a new era of learning and creativity. Role of AI in Education Here’s how generative AI is reshaping the education landscape: Personalized learning Traditionally, education has relied on a standardized approach.

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Analytics Vidhya

FEBRUARY 1, 2023

Introduction In machine learning, it is essential to understand the algorithm’s working principle and primary classification of the same for avoiding misconceptions and other errors related to the same.

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Machine Learning Machine Learning Algorithm Analytics 273

KDnuggets

DECEMBER 1, 2022

The latest KDnuggets exclusive cheatsheet covers the essentials of machine learning with Scikit-learn.

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Machine Learning Machine Learning 396

Analytics Vidhya

APRIL 11, 2024

Introduction Machine learning is a rapidly growing field that is transforming industries across sectors. It enables computers to learn from data and make predictions or decisions without being explicitly programmed.

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Machine Learning Machine Learning ML ML 290

KDnuggets

MARCH 5, 2024

Looking to learn SQL and databases to level up your data science skills? Learn SQL, database internals, and much more with these free university courses.

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SQL Database Data Science 329

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 292

Machine Learning Machine Learning Python Analytics 292

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 349

Machine Learning Machine Learning Computer Science Computer Science 349

Machine Learning Research at Apple

APRIL 30, 2024

Contrastive learning typically matches pairs of related views among a number of unrelated negative views. We investigate matching when there are more than two related views which we call poly-view tasks, and derive new representation learning objectives using information maximization and sufficient statistics.

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Analytics Vidhya

OCTOBER 30, 2021

This article was published as a part of the Data Science Blogathon Overview What is Transfer Learning and it’s Working How Transfer Learning Works Why Should You Use Transfer Learning? The post Understanding Transfer Learning for Deep Learning appeared first on Analytics Vidhya.

Deep Learning 373

Deep Learning Deep Learning Data Science Analytics 373

KDnuggets

SEPTEMBER 19, 2023

Explore the unsupervised learning paradigm. Familiarize yourself with the key concepts, techniques, and popular unsupervised learning algorithms.

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Algorithm Machine Learning Machine Learning 270

Analytics Vidhya

APRIL 8, 2024

Also, with continuous innovation and development in this field, the market size is expected to show an annual growth rate (CAGR […] The post Learn & Earn: 10+ Top AI Hackathons to Participate appeared first on Analytics Vidhya.

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KDnuggets

SEPTEMBER 15, 2023

This article is intended to familiarize you with the essence of Machine learning, the basic concepts, and the high-level machine learning process.

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Machine Learning Machine Learning 264

Analytics Vidhya

FEBRUARY 25, 2023

It predicts […] The post Learning the Basics of Deep learning, ChatGPT, and Bard AI appeared first on Analytics Vidhya. So many Artificial Intelligence applications have been developed and are available for public use, and chatGPT is a recent one by Open AI.

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