Data Science Blog

FEBRUARY 23, 2023

1, Data is the new oil, but labeled data might be closer to it Even though we have been in the 3rd AI boom and machine learning is showing concrete effectiveness at a commercial level, after the first two AI booms we are facing a problem: lack of labeled data or data themselves. Labeled data might be also like uranium.

Supervised Learning 264

Supervised Learning Machine Learning Machine Learning Deep Learning 264

AWS Machine Learning Blog

DECEMBER 24, 2024

Trainium chips are purpose-built for deep learning training of 100 billion and larger parameter models. Model training on Trainium is supported by the AWS Neuron SDK, which provides compiler, runtime, and profiling tools that unlock high-performance and cost-effective deep learning acceleration. architectures/5.sagemaker-hyperpod/LifecycleScripts/base-config/

AWS 107

AWS Clustering Deep Learning Deep Learning 107

AWS Machine Learning Blog

OCTOBER 16, 2024

Amazon SageMaker supports geospatial machine learning (ML) capabilities, allowing data scientists and ML engineers to build, train, and deploy ML models using geospatial data. His research interests are 3D deep learning, and vision and language representation learning. He is an ACM Fellow and IEEE Fellow.

ML 119

ML ML Clustering Machine Learning 119

insideBIGDATA

DECEMBER 16, 2023

Lightning AI, the company behind PyTorch Lightning, with over 91 million downloads, announced the introduction of Lightning AI Studios, the culmination of 3 years of research into the next generation development paradigm for the age of AI.

AI 368

AI AI Data Engineering Data Engineer 368

Flipboard

MARCH 17, 2025

This lesson is the 1st of a 2-part series on Deploying Machine Learning using FastAPI and Docker: Getting Started with Python and FastAPI: A Complete Beginners Guide (this tutorial) Lesson 2 To learn how to set up FastAPI, create GET and POST endpoints, validate data with Pydantic, and test your API with TestClient, just keep reading.

Python 153

Python Deep Learning Deep Learning Machine Learning 153

PyImageSearch

JANUARY 30, 2023

This last blog of the series will cover the benefits, applications, challenges, and tradeoffs of using deep learning in the education sector. To learn about Computer Vision and Deep Learning for Education, just keep reading. As soon as the system adapts to human wants, it automates the learning process accordingly.

Deep Learning 105

Deep Learning Deep Learning AI AI 105

PyImageSearch

FEBRUARY 20, 2023

Table of Contents Learning JAX in 2023: Part 1 — The Ultimate Guide to Accelerating Numerical Computation and Machine Learning ?? Jump Right To The Downloads Section Learning JAX in 2023: Part 1 — The Ultimate Guide to Accelerating Numerical Computation and Machine Learning ?? What Is JAX?

Machine Learning 115

Machine Learning Machine Learning Deep Learning Deep Learning 115

Flipboard

APRIL 17, 2023

Home Table of Contents Learning JAX in 2023: Part 3 — A Step-by-Step Guide to Training Your First Machine Learning Model with JAX Configuring Your Development Environment Having Problems Configuring Your Development Environment? ? The model will consist of a single weight and a single bias parameter that will be learned.

Machine Learning 139

Machine Learning Machine Learning Deep Learning Deep Learning 139

Towards AI

JUNE 27, 2023

Last Updated on June 27, 2023 by Editorial Team Source: Unsplash This piece dives into the top machine learning developer tools being used by developers — start building! In the rapidly expanding field of artificial intelligence (AI), machine learning tools play an instrumental role.

Machine Learning 98

Machine Learning Machine Learning ML ML 98

AWS Machine Learning Blog

JUNE 11, 2024

First, we started by benchmarking our workloads using the readily available Graviton Deep Learning Containers (DLCs) in a standalone environment. These models are serving intent detection, text clustering, creative insights, text classification, smart budget allocation, and image download services.

Machine Learning 119

Machine Learning Machine Learning AWS Natural Language Processing 119

AWS Machine Learning Blog

JULY 3, 2023

It’s one of the prerequisite tasks to prepare training data to train a deep learning model. Specifically, for deep learning-based autonomous vehicle (AV) and Advanced Driver Assistance Systems (ADAS), there is a need to label complex multi-modal data from scratch, including synchronized LiDAR, RADAR, and multi-camera streams.

Deep Learning 107

Deep Learning Deep Learning AWS Machine Learning 107

PyImageSearch

JANUARY 13, 2025

To learn how to master YOLO11 and harness its capabilities for various computer vision tasks , just keep reading. Jump Right To The Downloads Section What Is YOLO11? VideoCapture(input_video_path) Next, we download the input video from the pyimagesearch/images-and-videos repository using the hf_hub_download() function.

Python 105

Python Deep Learning Deep Learning Computer Science 105

AWS Machine Learning Blog

DECEMBER 16, 2024

Getting started with SageMaker JumpStart SageMaker JumpStart is a machine learning (ML) hub that can help accelerate your ML journey. This feature eliminates one of the major bottlenecks in deployment scaling by pre-caching container images, removing the need for time-consuming downloads when adding new instances.

AWS 101

AWS ML ML Python 101

AWS Machine Learning Blog

OCTOBER 19, 2023

Customers increasingly want to use deep learning approaches such as large language models (LLMs) to automate the extraction of data and insights. For many industries, data that is useful for machine learning (ML) may contain personally identifiable information (PII). Download the SageMaker Data Wrangler flow.

Machine Learning 120

Machine Learning Machine Learning ML ML 120

Flipboard

DECEMBER 2, 2024

This long-awaited capability is a game changer for our customers using the power of AI and machine learning (ML) inference in the cloud. Compressed model files may save storage space, but they require additional time to uncompress and files can’t be downloaded in parallel, which can slow down the scale-up process.

ML 149

ML ML AWS Machine Learning 149

PyImageSearch

DECEMBER 23, 2024

Jump Right To The Downloads Section Introduction to Approximate Nearest Neighbor Search In high-dimensional data, finding the nearest neighbors efficiently is a crucial task for various applications, including recommendation systems, image retrieval, and machine learning. Download the code! Thats not the case.

K-nearest Neighbors 112

K-nearest Neighbors Algorithm Deep Learning Deep Learning 112

PyImageSearch

DECEMBER 9, 2024

The next step for researchers was to use deep learning approaches such as NeRFs and 3D Gaussian Splatting, which have shown promising results in novel view synthesis, computer graphics, high-resolution image generation, and real-time rendering. In short, it’s a basic reconstruction. Or requires a degree in computer science?

Deep Learning 110

Deep Learning Deep Learning Algorithm Computer Science 110

AWS Machine Learning Blog

NOVEMBER 10, 2023

In the recent past, using machine learning (ML) to make predictions, especially for data in the form of text and images, required extensive ML knowledge for creating and tuning of deep learning models. He works with customer across ASEAN to architect machine learning solutions at scale in AWS.

Machine Learning 125

Machine Learning Machine Learning ML ML 125

PyImageSearch

DECEMBER 16, 2024

Jump Right To The Downloads Section Configuring Your Development Environment To follow this guide, you need to have the following libraries installed on your system. Do you think learning computer vision and deep learning has to be time-consuming, overwhelming, and complicated? Download the code!

Deep Learning 102

Deep Learning Deep Learning Computer Science Computer Science 102

Towards AI

FEBRUARY 3, 2025

app downloads, DeepSeek is growing in popularity with each passing hour. DeepSeek AI is an advanced AI genomics platform that allows experts to solve complex problems using cutting-edge deep learning, neural networks, and natural language processing (NLP). With numbers estimating 46 million users and 2.6M Lets begin!

AI 125

AI AI Natural Language Processing Artificial Intelligence 125

AWS Machine Learning Blog

NOVEMBER 29, 2024

For example, marketing and software as a service (SaaS) companies can personalize artificial intelligence and machine learning (AI/ML) applications using each of their customer’s images, art style, communication style, and documents to create campaigns and artifacts that represent them. _region_name sm_client = boto3.client(service_name='sagemaker')

AWS 104

AWS ML ML Machine Learning 104

AWS Machine Learning Blog

APRIL 7, 2025

This approach allows for greater flexibility and integration with existing AI and machine learning (AI/ML) workflows and pipelines. Image 1: Image 2: Input: def url_to_base64(image_url): # Download the image response = requests.get(image_url) if response.status_code != b64encode(img).decode('utf-8') b64encode(response.content).decode('utf-8')

AWS 116

AWS Machine Learning Machine Learning ML 116

ODSC - Open Data Science

MAY 8, 2024

Sofien Kaabar is a machine learning expert, institutional market strategist, and financial trader, specializing in technical and quantitative trading strategies. He is also the author of several books including Mastering Financial Pattern Recognition and Deep Learning for Finance.

Deep Learning 52

Deep Learning Deep Learning Data Science Machine Learning 52

Flipboard

NOVEMBER 25, 2024

To learn how to generate high-quality 3D objects from a SINGLE image , just keep reading. Jump Right To The Downloads Section Image to 3D Objects At PyImageSearch, we have shown how to create 3D objects from an array of specialized images using Neural Implicit Scene Rendering (NeRFs). Looking for the source code to this post?

Python 156

Python Deep Learning Deep Learning Computer Science 156

insideBIGDATA

NOVEMBER 25, 2023

The full report is now available for free download. The Generative AI in the Enterprise report explores how companies use generative AI, the bottlenecks holding back adoption, and the skills gaps that should be addressed to move these technologies forward.

AI 259

AI AI Deep Learning Deep Learning 259

Data Science Blog

NOVEMBER 14, 2022

One example is the use of Deep Learning (as part of Artificial Intelligence) for image object detection. You can download the Infographic as PDF. How to speed up claims processing with automated car damage detection Download this Infographic as PDF now by clicking here! It is an realy enabler for lean management!

Deep Learning 130

Deep Learning Deep Learning Artificial Intelligence Artificial Intelligence 130

AWS Machine Learning Blog

OCTOBER 5, 2023

First, download the Llama 2 model and training datasets and preprocess them using the Llama 2 tokenizer. For detailed guidance of downloading models and the argument of the preprocessing script, refer to Download LlamaV2 dataset and tokenizer. He focuses on developing scalable machine learning algorithms.

AWS 127

AWS Machine Learning Machine Learning Deep Learning 127

PyImageSearch

MARCH 3, 2025

This branch of mathematics is particularly important in the context of optimization algorithms, which are used to fine-tune machine learning models to achieve the best possible performance. Understanding vector calculus is, therefore, essential for anyone working in the field of machine learning and optimization.

Machine Learning 61

Machine Learning Machine Learning Deep Learning Deep Learning 61

Pickl AI

DECEMBER 9, 2024

Summary: AI and Machine Learning courses provide essential skills for thriving in a tech-driven world. Introduction The rapidly expanding fields of AI and Machine Learning are reshaping industries worldwide, and acquiring skills in these areas is crucial. The global Machine Learning market, valued at USD 35.80

Machine Learning 52

Machine Learning Machine Learning ML ML 52

The MLOps Blog

JANUARY 26, 2024

Training and evaluating models is just the first step toward machine-learning success. For this, we have to build an entire machine-learning system around our models that manages their lifecycle, feeds properly prepared data into them, and sends their output to downstream systems. But what is an ML pipeline?

Machine Learning 72

Machine Learning Machine Learning ML ML 72

Smart Data Collective

MARCH 2, 2021

AI, language processing, and deep learning are three major technologies that affect streaming services. This is free software which is downloadable from the site. This machine learning tool works like Google and you just mention the keywords. That is why you will definitely need NotMP3 downloader and converter.

AI 137

AI AI Machine Learning Machine Learning 137

Applied Data Science

AUGUST 2, 2021

Download the free, unabridged version here. Machine learning The 6 key trends you need to know in 2021 ? They bring deep expertise in machine learning , clustering , natural language processing , time series modelling , optimisation , hypothesis testing and deep learning to the team.

Data Science 130

Data Science Data Scientist ML ML 130

AWS Machine Learning Blog

MAY 30, 2023

Since its introduction, we’ve helped hundreds of customers optimize their workloads, set guardrails, and improve the visibility of their machine learning (ML) workloads’ cost and usage. In this series of posts, we share lessons learned about optimizing costs in Amazon SageMaker. In this post, we focus on SageMaker training jobs.

AWS 97

AWS Deep Learning Deep Learning ML 97

Pickl AI

JULY 10, 2024

Summary: Explore a range of top AI and Machine Learning courses that cover fundamental to advanced concepts, offering hands-on projects and industry insights. Introduction Artificial Intelligence (AI) and Machine Learning are revolutionising industries by enabling smarter decision-making and automation.

Machine Learning 52

Machine Learning Machine Learning Deep Learning Deep Learning 52

AWS Machine Learning Blog

JUNE 13, 2023

In this post, we demonstrate how to deploy Falcon for applications like language understanding and automated writing assistance using large model inference deep learning containers on SageMaker. SageMaker large model inference (LMI) deep learning containers (DLCs) can help. amazonaws.com/djl-inference:0.22.1-deepspeed0.8.3-cu118"

Deep Learning 103

Deep Learning Deep Learning AWS Machine Learning 103

PyImageSearch

SEPTEMBER 23, 2024

Home Table of Contents Deploying a Vision Transformer Deep Learning Model with FastAPI in Python What Is FastAPI? You’ll learn how to structure your project for efficient model serving, implement robust testing strategies with PyTest, and manage dependencies to ensure a smooth deployment process. Testing main.py Testing main.py

Deep Learning 61

Deep Learning Deep Learning Python Natural Language Processing 61

AWS Machine Learning Blog

FEBRUARY 20, 2024

In this post, we discuss deploying scalable machine learning (ML) models for diarizing media content using Amazon SageMaker , with a focus on the WhisperX model. Download the model and its components WhisperX is a system that includes multiple models for transcription, forced alignment, and diarization.

AWS 130

AWS AI AI Machine Learning 130