Analytics Vidhya

FEBRUARY 25, 2023

ChatGPT is an artificial intelligence model that uses the deep model to produce human-like text. It predicts […] The post Learning the Basics of Deep learning, ChatGPT, and Bard AI appeared first on Analytics Vidhya.

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Analytics Vidhya

OCTOBER 19, 2021

This article was published as a part of the Data Science Blogathon Overview Though it is believed that tech enthusiasts are passing through the golden age of Artificial Intelligence, engineers and scientists still need to explore miles while progressing on their journey to Deep Learning projects.

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Analytics Vidhya

FEBRUARY 16, 2023

Introduction You must have noticed that for training a very heavy deep learning model, you required a GPU which is mostly available at a very high cost.

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Analytics Vidhya

JANUARY 3, 2022

The post COVID-19 Safety Protocol Tracker Using Deep Learning appeared first on Analytics Vidhya. INTRODUCTION Fig 1 – Source: Canva The ongoing Coronavirus disease (COVID-19) outbreak has driven health to the top of the priority in our lives, bringing the entire world to a halt. Life is slowly […].

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Deep Learning Data-driven Data Science Publishing 357

Analytics Vidhya

SEPTEMBER 1, 2021

This article was published as a part of the Data Science Blogathon Introduction Trax is a full-featured deep learning library with a focus on clean code and fast computation. In syntax, it is generally similar to Keras, and a Trax model can be converted to a Keras model. appeared first on Analytics Vidhya.

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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!

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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.

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Analytics Vidhya

APRIL 6, 2020

The World of Object Detection I love working in the deep learning space. The post Build your Own Object Detection Model using TensorFlow API appeared first on Analytics Vidhya. It is, quite frankly, a vast field with a plethora of.

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Analytics Vidhya

JANUARY 20, 2020

Overview Learn how to develop an end-to-end model for Automatic Music Generation Understand the WaveNet architecture and implement it from scratch using Keras Compare. The post Want to Generate your own Music using Deep Learning? Here’s a Guide to do just that! appeared first on Analytics Vidhya.

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Analytics Vidhya

OCTOBER 18, 2024

As models grow larger and more complex, efficiently managing memory during model loading becomes increasingly important, especially when working with limited GPU or CPU resources. I recently came across a post by Sebastian that caught my attention, and I wanted to dive deeper into its content.

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Analytics Vidhya

FEBRUARY 18, 2022

OpenCV is a massive open-source library for various fields like computer vision, machine learning, image processing and plays a critical function in real-time operations, which are fundamental in today’s systems. The post A Basic Introduction to OpenCV in Deep Learning appeared first on Analytics Vidhya.

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Analytics Vidhya

JULY 3, 2023

Introduction ONNX, also known as Open Neural Network Exchange, has become widely recognized as a standardized format that facilitates the representation of deep learning models. One of the key advantages of […] The post ONNX Model | Open Neural Network Exchange appeared first on Analytics Vidhya.

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Analytics Vidhya

AUGUST 26, 2021

This article was published as a part of the Data Science Blogathon “You can have data without information but you cannot have information without data” – Daniel Keys Moran Introduction If you are here then you might be already interested in Machine Learning or Deep Learning so I need not explain what it is?

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Analytics Vidhya

FEBRUARY 21, 2022

Image designed by the author – Shanthababu Introduction Every ML Engineer and Data Scientist must understand the significance of “Hyperparameter Tuning (HPs-T)” while selecting your right machine/deep learning model and improving the performance of the model(s). Make it simple, for every […].

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Deep Learning IT Data Science Publishing 337

Analytics Vidhya

JUNE 24, 2024

Introduction Stability AI created the Stable Diffusion model, one of the most sophisticated text-to-image generating systems. It uses diffusion models, a subclass of generative models that produce high-quality images based on textual descriptions by iteratively refining noisy images. Overview What is the Stable Diffusion Model?

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Analytics Vidhya

FEBRUARY 10, 2021

and it introduces the first Automatic Speech Recognition model to the library: Wav2Vec2 Using one hour. and its First Automatic Speech Recognition Model – Wav2Vec2 appeared first on Analytics Vidhya. ArticleVideos Overview Hugging Face has released Transformers v4.3.0

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Analytics Vidhya

MARCH 7, 2024

Stability AI and Tripo AI have collaborated to unveil TripoSR, a cutting-edge generative AI model. The new model promises to revolutionize the creation of high-quality 3D objects from single images in mere seconds. This collaborative effort marks a significant leap forward in 3D deep learning.

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Analytics Vidhya

MARCH 13, 2023

Introduction Deep Learning has revolutionized the field of AI by enabling machines to learn and improve from large amounts of data. This article will […] The post Mediapipe Tasks API and its Implementation in Projects appeared first on Analytics Vidhya.

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Analytics Vidhya

SEPTEMBER 4, 2021

This article was published as a part of the Data Science Blogathon Introduction Building a cool machine learning project is one thing, and another when you need other people to see it too. The post Model Deployment -Deploy a Keras Model as a Python Web Application appeared first on Analytics Vidhya. No, we need to […].

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Modeling Machine Learning Data Science Publishing 358

Analytics Vidhya

OCTOBER 28, 2022

Introduction The generalization of machine learning models is the ability of a model to classify or forecast new data. When we train a model on a dataset, and the model is provided with new data absent from the trained set, it may perform […].

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CIO Business Intelligence

NOVEMBER 12, 2024

“I would encourage everbody to look at the AI apprenticeship model that is implemented in Singapore because that allows businesses to get to use AI while people in all walks of life can learn about how to do that. So, this idea of AI apprenticeship, the Singaporean model is really, really inspiring.”

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Analytics Vidhya

MARCH 15, 2024

This new member of Anthropic’s family is not just another AI model; it’s a symbol of our relentless […] The post The Fastest AI Model by Anthropic – Claude 3 Haiku appeared first on Analytics Vidhya. Welcome to that world, brought to you by the latest sensation in AI—Claude 3 Haiku.

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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 […].

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Machine Learning Deep Learning Data Science Publishing 342

Analytics Vidhya

SEPTEMBER 12, 2023

In this article, we’ll explore the journey of creating Large Language Models (LLMs) for ‘Musician’s Intent Recognition’ […] The post Text to Sound – Train Your Large Language Models appeared first on Analytics Vidhya.

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Analytics Vidhya

MARCH 22, 2022

Introduction Training a Deep Learning model from scratch can be a tedious task. You have to find the right training weights, get the optimal learning rates, find the best hyperparameters and the architecture that will best suit your data and model.

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Deep Learning Optimization Modeling Analytics 357

O'Reilly on Data

OCTOBER 19, 2021

This approach has worked well for software development, so it is reasonable to assume that it could address struggles related to deploying machine learning in production too. However, the concept is quite abstract. Just introducing a new term like MLOps doesn’t solve anything by itself, rather, it just adds to the confusion.

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Analytics Vidhya

DECEMBER 20, 2021

This article was published as a part of the Data Science Blogathon Introduction In this article, we are going to learn how we can enable tensorflow for GPU Computations. Okay, let’s face it, Deep Learning Models are data-hungry and are often huge require a lot of computation power to train.

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Analytics Vidhya

APRIL 16, 2024

Introduction Welcome into the world of Transformers, the deep learning model that has transformed Natural Language Processing (NLP) since its debut in 2017. These linguistic marvels, armed with self-attention mechanisms, revolutionize how machines understand language, from translating texts to analyzing sentiments.

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Technology Deep Learning Modeling Analytics 346

Analytics Vidhya

JULY 12, 2022

Due to the implementation of machine learning and deep learning models, it has become the language of demand […]. This article was published as a part of the Data Science Blogathon. Introduction Python is a general-purpose and interpreted programming language.

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Deep Learning Machine Learning Data Science Publishing 384

O'Reilly on Data

JUNE 19, 2019

A look at the landscape of tools for building and deploying robust, production-ready machine learning models. Our surveys over the past couple of years have shown growing interest in machine learning (ML) among organizations from diverse industries. Model development. Model governance. Source: Ben Lorica.

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Analytics Vidhya

SEPTEMBER 3, 2021

The post Forecasting Financial Time Series – A Model of MLP in Keras appeared first on Analytics Vidhya. As an example, financial series was chosen as completely random and in general, it is interesting if […].

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Forecasting Modeling Data Science Publishing 379

Analytics Vidhya

JANUARY 4, 2022

Knowledge Distillation aims to transfer knowledge from a large deep learning model to a small […]. Image Source: Alpha Coders What is Knowledge Distillation? The post Knowledge Distillation: Theory and End to End Case Study appeared first on Analytics Vidhya.

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Deep Learning Data Science Publishing Modeling 343

O'Reilly on Data

MARCH 20, 2019

Apply fair and private models, white-hat and forensic model debugging, and common sense to protect machine learning models from malicious actors. Like many others, I’ve known for some time that machine learning models themselves could pose security risks.

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Analytics Vidhya

MAY 22, 2024

Introduction Microsoft has pushed the boundaries with its latest AI offerings, the Phi-3 family of models. These compact yet mighty models were unveiled at the recent Microsoft Build 2024 conference and promise to deliver exceptional AI performance across diverse applications.

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Analytics Vidhya

OCTOBER 30, 2021

This article was published as a part of the Data Science Blogathon Introduction Ensemble modeling is the process by which a machine learning model combines distinct base models to generate generalized predictions using a combination of the predictive power of each of its components.

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David Menninger's Analyst Perspectives

SEPTEMBER 16, 2021

Rapidminer is a visual enterprise data science platform that includes data extraction, data mining, deep learning, artificial intelligence and machine learning (AI/ML) and predictive analytics. It can support AI/ML processes with data preparation, model validation, results visualization and model optimization.

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Analytics Vidhya

MAY 9, 2024

You might have heard about the world’s first humanoid robot, Sophia, who answered affirmatively to destroy humanity in […] The post Footprints of AI: Read This Before Working on Massive AI Models appeared first on Analytics Vidhya.

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