Dataconomy

APRIL 21, 2025

Natural language processing (NLP) is a fascinating field at the intersection of computer science and linguistics, enabling machines to interpret and engage with human language. Current approaches Modern NLP has seen a notable shift toward deep learning techniques and the use of large datasets.

Natural Language Processing 91

Natural Language Processing Deep Learning Deep Learning Computer Science 91

Flipboard

DECEMBER 2, 2024

We explore two approaches: using the SageMaker Python SDK for programmatic implementation, and using the Amazon SageMaker Studio UI for a more visual, interactive experience. In this post, we walked through the step-by-step process of implementing this feature through both the SageMaker Python SDK and SageMaker Studio UI.

AWS 143

AWS ML ML Machine Learning 143

PyImageSearch

SEPTEMBER 30, 2024

Home Table of Contents Introduction to GitHub Actions for Python Projects Introduction What Is CICD? For Python projects, CI/CD pipelines ensure that your code is consistently integrated and delivered with high quality and reliability. Git is the most commonly used VCS for Python projects, enabling collaboration and version tracking.

Python 109

Python Deep Learning Deep Learning AWS 109

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

Deep Learning 62

Deep Learning Deep Learning Python Natural Language Processing 62

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. using the following code.

AWS 105

AWS Clustering Deep Learning Deep Learning 105

Pickl AI

AUGUST 1, 2024

Summary : Deep Learning engineers specialise in designing, developing, and implementing neural networks to solve complex problems. Introduction Deep Learning engineers are specialised professionals who design, develop, and implement Deep Learning models and algorithms.

Deep Learning 52

Deep Learning Deep Learning Machine Learning Machine Learning 52

ODSC - Open Data Science

FEBRUARY 17, 2023

Developing NLP tools isn’t so straightforward, and requires a lot of background knowledge in machine & deep learning, among others. Machine & Deep Learning Machine learning is the fundamental data science skillset, and deep learning is the foundation for NLP.

Data Science 111

Data Science Deep Learning Deep Learning Natural Language Processing 111

Towards AI

JANUARY 6, 2025

Professional certificate for computer science for AI by HARVARD UNIVERSITY Professional certificate for computer science for AI is a 5-month AI course that is inclusive of self-paced videos for participants; who are beginners or possess intermediate-level understanding of artificial intelligence.

Artificial Intelligence 105

Artificial Intelligence Artificial Intelligence AI AI 105

Flipboard

MARCH 27, 2023

torch.compile Over the last few years, PyTorch has evolved as a popular and widely used framework for training deep neural networks (DNNs). The success of PyTorch is attributed to its simplicity, first-class Python integration, and imperative style of programming. torch.compile We start this lesson by learning to install PyTorch 2.0.

Deep Learning 158

Deep Learning Deep Learning Python Natural Language Processing 158

Data Science Dojo

JULY 4, 2023

With a foundation in math, statistics, and programming, learning Generative AI requires dedication and patience as the technology evolves. Generative AI harnesses deep learning algorithms to generate human-like data in response to user input. You can learn the basics of the language in our Learn Python course.

AI 195

AI AI Algorithm Natural Language Processing 195

AWS Machine Learning Blog

APRIL 7, 2025

Discover Llama 4 models in SageMaker JumpStart SageMaker JumpStart provides FMs through two primary interfaces: SageMaker Studio and the Amazon SageMaker Python SDK. Alternatively, you can use the SageMaker Python SDK to programmatically access and use SageMaker JumpStart models.

AWS 115

AWS Machine Learning Machine Learning ML 115

ODSC - Open Data Science

FEBRUARY 2, 2023

Just as a writer needs to know core skills like sentence structure, grammar, and so on, data scientists at all levels should know core data science skills like programming, computer science, algorithms, and so on. While knowing Python, R, and SQL are expected, you’ll need to go beyond that.

Data Science 98

Data Science Data Scientist Computer Science Computer Science 98

ODSC - Open Data Science

APRIL 20, 2023

Deep Learning Approaches to Sentiment Analysis (with spaCy!) In this post, we’ll be demonstrating two deep learning approaches to sentiment analysis, specifically using spaCy. Deep Learning Approaches to Sentiment Analysis, Data Integrity, and Dolly 2.0 Register by Friday to save 30%.

Deep Learning 52

Deep Learning Deep Learning Machine Learning Machine Learning 52

Pickl AI

JULY 18, 2023

With technological developments occurring rapidly within the world, Computer Science and Data Science are increasingly becoming the most demanding career choices. Moreover, with the oozing opportunities in Data Science job roles, transitioning your career from Computer Science to Data Science can be quite interesting.

Computer Science 52

Computer Science Computer Science Data Science Machine Learning 52

Flipboard

SEPTEMBER 4, 2023

Home Table of Contents Getting Started with Docker for Machine Learning Overview: Why the Need? These images also support interfacing with the GPU, meaning you can leverage it for training your Deep Learning networks written in TensorFlow. Or requires a degree in computer science? What Are Containers?

Machine Learning 153

Machine Learning Machine Learning Deep Learning Deep Learning 153

Flipboard

OCTOBER 9, 2023

It allows us to start API development within a few lines of simple Python code. Breaking Down the Dockerfile, Step by Step ```Dockerfile FROM python:3.10 A common way to prototype with Python containers is to simply build on top of official Python images, available for several different versions. So that’s it!

Machine Learning 153

Machine Learning Machine Learning Deep Learning Deep Learning 153

Pickl AI

JULY 12, 2024

Summary: This guide explores Artificial Intelligence Using Python, from essential libraries like NumPy and Pandas to advanced techniques in machine learning and deep learning. Python’s simplicity, versatility, and extensive library support make it the go-to language for AI development.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Python Natural Language Processing 52

ODSC - Open Data Science

MARCH 13, 2023

As you know, ODSC East brings together some of the best and brightest minds in data science and AI. They are experts in machine learning, NLP, deep learning, data engineering, MLOps, and data visualization. His book, Deep Learning Illustrated , is a #1 bestseller and has been translated into six languages.

Data Science 80

Data Science Machine Learning Machine Learning Deep Learning 80

PyImageSearch

APRIL 24, 2023

This tutorial is primarily for developers who want to accelerate their deep learning models with PyTorch 2.0. In this series, you will learn about Accelerating Deep Learning Models with PyTorch 2.0. TorchDynamo extracts FX Graphs by inspecting Python bytecode at runtime and detecting calls to PyTorch operations.

Deep Learning 104

Deep Learning Deep Learning Python Computer Science 104

PyImageSearch

DECEMBER 11, 2024

Home Table of Contents PNG Image to STL Converter in Python Why Convert a PNG to STL? Set Up Your Environment to Convert PNG to STL We’ll first need to set up our environment to work with TripoSR and Python. !git Do you think learning computer vision and deep learning has to be time-consuming, overwhelming, and complicated?

Python 52

Python Deep Learning Deep Learning Computer Science 52

PyImageSearch

FEBRUARY 20, 2023

Jump Right To The Downloads Section Learning JAX in 2023: Part 1 — The Ultimate Guide to Accelerating Numerical Computation and Machine Learning ?? Introduction As deep learning practitioners, it can be tough to keep up with all the new developments. Automatic Differentiation is at the very heart of Deep Learning.

Machine Learning 117

Machine Learning Machine Learning Deep Learning Deep Learning 117

AWS Machine Learning Blog

MAY 31, 2024

Falcon 2 11B is supported by the SageMaker TGI Deep Learning Container (DLC) which is powered by Text Generation Inference (TGI) , an open source, purpose-built solution for deploying and serving LLMs that enables high-performance text generation using tensor parallelism and dynamic batching.

AWS 120

AWS Python ML ML 120

PyImageSearch

JANUARY 1, 2024

Gemini Pro is now available in Bard through the MakerSuite UI and their Python Software Development Kit (SDK). Gemini Pro Vision API This section demonstrates how to use the Python SDK for the Gemini API, which provides access to Google’s Gemini LLMs. Or requires a degree in computer science? That’s not the case.

Deep Learning 116

Deep Learning Deep Learning Natural Language Processing Python 116

Data Science Dojo

JULY 3, 2024

Data science bootcamps are intensive short-term educational programs designed to equip individuals with the skills needed to enter or advance in the field of data science. They cover a wide range of topics, ranging from Python, R, and statistics to machine learning and data visualization.

Data Science 150

Data Science Machine Learning Machine Learning Data Visualization 150

PyImageSearch

FEBRUARY 6, 2023

Furthermore, this tutorial aims to develop an image classification model that can learn to classify one of the 15 vegetables (e.g., If you are a regular PyImageSearch reader and have even basic knowledge of Deep Learning in Computer Vision, then this tutorial should be easy to understand. That’s not the case.

Deep Learning 143

Deep Learning Deep Learning Python Data Analysis 143

AWS Machine Learning Blog

MARCH 8, 2023

1 with the following additions: The Snowflake Connector for Python to download the data from the Snowflake table to the training instance. A Python script to connect to Secrets Manager to retrieve Snowflake credentials. She has a Masters in Computer Science from Rochester Institute of Technology. FROM 246618743249.dkr.ecr.us-west-2.amazonaws.com/sagemaker-xgboost:1.5-1

ML 132

ML ML AWS Python 132

PyImageSearch

DECEMBER 25, 2023

Getting Started with Vertex AI-Generative AI Studio’s User Interface Vertex AI-Generative AI Studio on Google Cloud Language Get Started Create Prompt FREE-FORM Mode STRUCTURED Mode Vertex AI with Python SDK Summary Citation Information T’is the Time … for GenAI! Or requires a degree in computer science?

Deep Learning 103

Deep Learning Deep Learning Python AI 103

PyImageSearch

JULY 24, 2023

Going Beyond with Keras Core The Power of Keras Core: Expanding Your Deep Learning Horizons Show Me Some Code JAX Harnessing model.fit() Imports and Setup Data Pipeline Build a Custom Model Build the Image Classification Model Train the Model Evaluation Summary References Citation Information What Is Keras Core? What Is Keras Core?

Deep Learning 98

Deep Learning Deep Learning Machine Learning Machine Learning 98

Flipboard

NOVEMBER 30, 2023

Although it provides various entry points like the SageMaker Python SDK, AWS SDKs, the SageMaker console, and Amazon SageMaker Studio notebooks to simplify the process of training and deploying ML models at scale, customers are still looking for better ways to deploy their models for playground testing and to optimize production deployments.

ML 167

ML ML AWS Python 167

AWS Machine Learning Blog

JUNE 18, 2024

We extract the default generic entities through the AWS SDK for Python (Boto3) as follows: import pandas as pd comprehend_client = boto3.client("comprehend") He specializes in building machine learning pipelines that involve concepts such as natural language processing and computer vision.

AWS 127

AWS Natural Language Processing Machine Learning Machine Learning 127

PyImageSearch

NOVEMBER 13, 2023

Home Table of Contents Faster R-CNNs Object Detection and Deep Learning Measuring Object Detector Performance From Where Do the Ground-Truth Examples Come? One of the most popular deep learning-based object detection algorithms is the family of R-CNN algorithms, originally introduced by Girshick et al.

Deep Learning 123

Deep Learning Deep Learning Algorithm Support Vector Machines 123

AWS Machine Learning Blog

SEPTEMBER 1, 2023

Option 1: Deploy a real-time streaming endpoint using an LMI container The LMI container is one of the Deep Learning Containers for large model inference hosted by SageMaker to facilitate hosting large language models (LLMs) on AWS infrastructure for low-latency inference use cases.

AWS 119

AWS AI AI Machine Learning 119

AWS Machine Learning Blog

SEPTEMBER 6, 2023

This feature is particularly beneficial for deep learning and generative AI models that require accelerated compute. It is recommended to run this example on a SageMaker notebook instance using the conda_python3 (Python 3.10.10) kernel. RUN pip install opencv-python-headless==4.7.0.68

AWS 130

AWS ML ML AI 130

Flipboard

MARCH 6, 2023

Luckily, both TensorFlow and OpenCV are pip-installable: $ pip install tensorflow $ pip install opencv-contrib-python If you need help configuring your development environment for OpenCV, we highly recommend that you read our pip install OpenCV guide — it will have you up and running in a matter of minutes. Join me in computer vision mastery.

Deep Learning 144

Deep Learning Deep Learning Data Pipeline Computer Science 144

AWS Machine Learning Blog

APRIL 25, 2023

With this new capability of the SageMaker Python SDK, data scientists can onboard their ML code to the SageMaker Training platform in a few minutes. In this release, you can run your local machine learning (ML) Python code as a single-node Amazon SageMaker training job or multiple parallel jobs.

Machine Learning 100

Machine Learning Machine Learning ML ML 100

PyImageSearch

FEBRUARY 3, 2025

Gradio is an open-source Python library that empowers developers to build interactive web interfaces for their machine learning models, APIs, or any Python functions with ease. In essence, Gradio serves as a bridge between complex machine learning models and the non-technical users who can benefit from them.

Machine Learning 73

Machine Learning Machine Learning Python Deep Learning 73

PyImageSearch

APRIL 28, 2025

image : A PIL (Python Imaging Library) image in RGB format with a resolution of 416416 pixels. Do you think learning computer vision and deep learning has to be time-consuming, overwhelming, and complicated? Or requires a degree in computer science? Join me in computer vision mastery.

Deep Learning 90

Deep Learning Deep Learning Computer Science Computer Science 90