Analytics Vidhya

NOVEMBER 18, 2022

Deep Learning Overview Deep Learning is a subset of Machine Learning. Deep Learning is established on Artificial Neural Networks to mimic the human brain. In deep learning, we add several hidden layers to gather the most minute details to learn the data for […].

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Deep Learning Deep Learning Machine Learning Machine Learning 388

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.

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Deep Learning Deep Learning Algorithm Data Science 542

Analytics Vidhya

JUNE 20, 2022

Introduction The loss function is very important in machine learning or deep learning. let’s say you are working on any problem and you have trained a machine learning model on the dataset and are ready to put it in front of your client. […].

Deep Learning 398

Deep Learning Deep Learning Machine Learning Machine Learning 398

Analytics Vidhya

NOVEMBER 7, 2022

Introduction Deep learning is a branch of machine learning inspired by the brain’s ability to learn. It is a data-driven approach to learning that can automatically extract features from data and build models to make predictions. Deep learning has revolutionized many areas of […].

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Analytics Vidhya

JANUARY 12, 2022

Source: Reference 1 Introduction Tensorflow is a popular open-source machine learning framework developed by Google. It is primarily used by machine learning practitioners in research and industry for the training and inference of deep neural networks.

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Deep Learning Deep Learning Machine Learning Machine Learning 392

Analytics Vidhya

APRIL 16, 2024

In the meantime, reading inspirational books, […] The post Here’s How You can Self Study for Deep Learning appeared first on Analytics Vidhya. Many struggle with where to begin or how to stay on track when starting a new endeavor.

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Deep Learning Deep Learning Analytics Analytics 292

Analytics Vidhya

DECEMBER 11, 2022

Introduction In machine learning, the data’s amount and quality are necessary to model training and performance. The amount of data affects machine learning and deep learning algorithms a lot. The post Machine Learning with Limited Data appeared first on Analytics Vidhya.

Machine Learning 350

Machine Learning Machine Learning Deep Learning Deep Learning 350

Analytics Vidhya

APRIL 14, 2023

Introduction Fashion has not received much attention in AI, including Machine Learning, Deep Learning, in different sectors like Healthcare, Education, and Agriculture. This is because fashion is not considered a critical field; consider this a fun project!

Deep Learning 306

Deep Learning Deep Learning Machine Learning Machine Learning 306

KDnuggets

OCTOBER 12, 2022

Do you want to learn PyTorch for machine learning and deep learning? Check out this 24 hour long video course with accompanying notes and courseware for free. Did I mention it's free?

Deep Learning 400

Deep Learning Deep Learning Machine Learning Machine Learning 400

Analytics Vidhya

DECEMBER 12, 2022

Introduction In machine learning and deep learning, the amount of data fed to the algorithm is one of the most critical factors affecting the model’s performance. However, in every machine learning or deep learning problem, it is impossible to have enough data to […].

Machine Learning 327

Machine Learning Machine Learning Deep Learning Deep Learning 327

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 343

Analytics Vidhya

DECEMBER 18, 2020

The post A Review of 2020 and Trends in 2021 – A Technical Overview of Machine Learning and Deep Learning! Introduction Data science is not a choice anymore. It is a necessity. 2020 is almost in the books now. What a crazy year from. appeared first on Analytics Vidhya.

Deep Learning 400

Deep Learning Deep Learning Machine Learning Machine Learning 400

Analytics Vidhya

OCTOBER 17, 2022

The post Optimization Essentials for Machine Learning appeared first on Analytics Vidhya. Where is Optimization used in DS/ML/DL? What are Convex […].

Machine Learning 351

Machine Learning Machine Learning Deep Learning Deep Learning 351

Analytics Vidhya

JANUARY 30, 2023

Introduction Machine Learning and Deep Learning models are often created and run either in the Jupyter notebook or in IDE. These […] The post Deploying Deep Learning Model Using Tkinter and Pyinstaller appeared first on Analytics Vidhya.

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Deep Learning Deep Learning Machine Learning Machine Learning 299

Data Science Connect

FEBRUARY 2, 2023

Two of the most widely used subfields of AI are deep learning and machine learning. What is Machine Learning? Machine learning is a subfield of AI that uses algorithms to identify patterns in data and make predictions. What is Deep Learning?

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Deep Learning Deep Learning Machine Learning Machine Learning 130

Analytics Vidhya

MARCH 3, 2022

Introduction The Tensorflow framework is an open end-to-end machine learning platform. It’s a symbolic math toolkit that integrates data flow and differentiable programming to handle various tasks related to deep neural network training and inference.

Deep Learning 398

Deep Learning Deep Learning Machine Learning Machine Learning 398

Analytics Vidhya

MARCH 22, 2020

Google Colab – Now Build Large Deep Learning Models on your Machine! Get Started with Google Colab for Machine Learning and Deep Learning appeared first on Analytics Vidhya. “Memory Error” – that all too familiar dreaded message in Jupyter notebooks.

Deep Learning 388

Deep Learning Deep Learning Machine Learning Machine Learning 388

Analytics Vidhya

SEPTEMBER 20, 2022

Introduction In this article, we will train a classification model which uses the feature extraction + classification principle, i.e., firstly, we extract relevant features from an image and then use these feature vectors in machine learning classifiers to perform the final classification. We will […].

Deep Learning 371

Deep Learning Deep Learning Machine Learning Machine Learning 371

KDnuggets

NOVEMBER 2, 2022

The Current State of Data Science Careers • 15 Free Machine Learning and Deep Learning Books • How to Make Python Code Run Incredibly Fast • Machine Learning on the Edge • Don't Become a Commoditized Data Scientist.

Deep Learning 250

Deep Learning Deep Learning Machine Learning Machine Learning 250

Analytics Vidhya

JANUARY 29, 2024

Introduction In the world of deep learning, where data is often less, the role of data augmentation has become very important. We use methods like turning images or flipping them to make our model learn better. But our datasets are becoming more complicated. That’s where data augmentation steps in.

Deep Learning 306

Deep Learning Deep Learning Analytics Analytics 306

Analytics Vidhya

AUGUST 31, 2022

Introduction Deep learning is a branch of Machine learning where higher levels of features from the data can be extracted using an Artificial neural network inspired by the working of a neural system in the human body. The post Introduction to Neural Network in Deep Learning appeared first on Analytics Vidhya.

Deep Learning 312

Deep Learning Deep Learning Machine Learning Machine Learning 312

Analytics Vidhya

JANUARY 24, 2022

Introduction to Deep Learning Artificial Intelligence, deep learning, machine learning?—?whatever The post Introductory note on Deep Learning appeared first on Analytics Vidhya. whatever you’re doing if you don’t understand it?—?learn

Deep Learning 302

Deep Learning Deep Learning Artificial Intelligence Artificial Intelligence 302

Analytics Vidhya

NOVEMBER 1, 2022

Introduction In the 21st century, the world is rapidly moving towards Artificial Intelligence and Machine Learning. The post How to Make an Image Classification Model Using Deep Learning? Companies are investing vast […]. appeared first on Analytics Vidhya.

Deep Learning 380

Deep Learning Deep Learning Artificial Intelligence Artificial Intelligence 380

Analytics Vidhya

MARCH 16, 2022

Hello all, welcome to a wonderful article where we will be exploring learnings for audio and sound classification using Machine learning and deep learning. It is amazing and interesting to know-how machines are capable to understand human language, and responding in the same human […].

Deep Learning 347

Deep Learning Deep Learning Machine Learning Machine Learning 347

Analytics Vidhya

JANUARY 20, 2021

The post A Quick Guide to Setting up a Virtual Environment for Machine Learning and Deep Learning on macOS appeared first on Analytics Vidhya. ArticleVideos Introduction Upgrading either Anaconda or Python on macOS is complicated. But using the process explained below will ease it out. For this, I’m.

Deep Learning 352

Deep Learning Deep Learning Machine Learning Machine Learning 352

Analytics Vidhya

JANUARY 17, 2024

Determination of the type of soil that has the clay, sand, and silt particles in the respective proportions is important for suitable crop selection […] The post Agriculture & Deep Learning: Improving Soil & Crop Yields appeared first on Analytics Vidhya.

Deep Learning 315

Deep Learning Deep Learning Analytics Analytics 315

Analytics Vidhya

APRIL 28, 2023

Machine learning algorithms or deep learning techniques have proven valuable in survival prediction rates, offering insights that can help guide treatment plans and prioritize resources.

Deep Learning 271

Deep Learning Deep Learning Machine Learning Machine Learning 271

Analytics Vidhya

MAY 18, 2021

Introduction Let’s explore the merits of using deep learning and other. The post Merits of using deep learning and other machine learning approach in the area of forecasting at Uber appeared first on Analytics Vidhya.

Deep Learning 281

Deep Learning Deep Learning Machine Learning Machine Learning 281

Analytics Vidhya

MARCH 8, 2022

Image Source: Author Introduction Deep learning, a subset of machine learning, is undoubtedly gaining popularity due to big data. Startups and commercial organizations alike are competing to use their valuable data for business growth and customer satisfaction with the help of deep learning […].

Deep Learning 296

Deep Learning Deep Learning Big Data Big Data 296

KDnuggets

JULY 25, 2022

Looking for a great course to go from machine learning zero to hero quickly? has released the latest version of Practical Deep Learning For Coders. And it won't cost you a thing.

Deep Learning 316

Deep Learning Deep Learning Machine Learning Machine Learning 316

Analytics Vidhya

AUGUST 10, 2023

Introduction In today’s evolving landscape, organizations are rapidly scaling their teams to harness the potential of AI, deep learning, and ML. What started as a modest concept, machine learning, has now become indispensable across industries, enabling businesses to tap into unprecedented opportunities.

Machine Learning 269

Machine Learning Machine Learning Deep Learning Deep Learning 269

KDnuggets

OCTOBER 13, 2023

A new deep learning framework built entirely in Rust that aims to balance flexibility, performance, and ease of use for researchers, ML engineers, and developers.

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Analytics Vidhya

SEPTEMBER 5, 2021

This article was published as a part of the Data Science Blogathon Introduction Deep learning is a subset of Machine Learning and Artificial Intelligence that imitates the way humans gain certain types of knowledge. deep-learning helps to solve many artificial intelligence applications that help improving […].

Deep Learning 394

Deep Learning Deep Learning Artificial Intelligence Artificial Intelligence 394

KDnuggets

DECEMBER 8, 2021

We saw some standout advancements in AI, Analytics, Machine Learning, Data Science, Deep Learning Research this past year, and the future, starting with 2022, looks bright. 2021 has almost come and gone. As per KDnuggets tradition, our collection of experts have contributed their insights on the matter.

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Deep Learning Deep Learning Machine Learning Machine Learning 284

Analytics Vidhya

OCTOBER 7, 2021

This article was published as a part of the Data Science Blogathon Overview Deep learning is the subfield of machine learning which is used to perform complex tasks such as speech recognition, text classification, etc. A deep learning model consists of activation function, input, output, hidden layers, loss function, etc.

Deep Learning 315

Deep Learning Deep Learning Machine Learning Machine Learning 315

Machine Learning Mastery

FEBRUARY 14, 2023

A deep learning model in its simplest form are layers of perceptrons connected in tandem. In PyTorch, there are many […] The post Using Activation Functions in Deep Learning Models appeared first on MachineLearningMastery.com.

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Deep Learning Deep Learning 360

Analytics Vidhya

DECEMBER 17, 2019

Introduction High-quality machine learning and deep learning content – that’s the piece de resistance our community loves. The post 20 Most Popular Machine Learning and Deep Learning Articles on Analytics Vidhya in 2019 appeared first on Analytics Vidhya.

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