Flipboard

FEBRUARY 10, 2025

Using the Ollama API (this tutorial) To learn how to build a multimodal chatbot with Gradio, Llama 3.2, Gradio is an open-source Python library that enables developers to create user-friendly and interactive web applications effortlessly. curl ) and using the Python client ( ollama package). Want to Learn More About Ollama?

Deep Learning 149

Deep Learning Deep Learning Python AI 149

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 112

Python Deep Learning Deep Learning AWS 112

Flipboard

FEBRUARY 11, 2025

Online courses from MIT are available to take for free on edX, including lessons on AI , Python programming , and other valuable skills. You can find a massive range of free online courses from some of the biggest and best educational institutions in the world on edX. And we really are talking about famous schools, like MIT.

Python 155

Python Computer Science Computer Science Deep Learning 155

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

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

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 109

AWS Clustering Deep Learning Deep Learning 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

How to Learn Machine Learning

APRIL 8, 2025

Molnar’s definition highlights machine learning’s roots in AI while emphasizing the critical role of learning from data. ” Raschka’s definition emphasizes the algorithmic nature of machine learning and the fundamental importance of examples. Oh, and by the way, which definition resonates most with you?

Machine Learning 75

Machine Learning Machine Learning Deep Learning Deep Learning 75

AWS Machine Learning Blog

FEBRUARY 11, 2025

First, set up your Python environment to run the examples: conda init eval $SHELL # Create a new env for the post conda create --name gsf python=3.10 billion edges after adding reverse edges. Run the SageMaker pipeline locally for ogbn-arxiv The ogbn-arxiv dataset is small enough that you can run the pipeline locally. 4xlarge instance.

AWS 113

AWS Python ML ML 113

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

PyImageSearch

MAY 19, 2025

Implement and analyze search results using Python scripts. Now, lets implement a Python script to execute the neural search query in OpenSearch. Running and Evaluating Search Queries To execute the script: $ python find_similar_movies.py Or requires a degree in computer science? Join me in computer vision mastery.

K-nearest Neighbors 91

K-nearest Neighbors AWS Deep Learning Deep Learning 91

PyImageSearch

APRIL 21, 2025

Implementing the Gram-Schmidt Algorithm in Python The code snippet below implements the Gram-Schmidt algorithm to perform the QR decomposition of a matrix. The code uses the NumPy library, which can be installed in your Python environment via pip install numpy. Or requires a degree in computer science? Thats not the case.

Deep Learning 85

Deep Learning Deep Learning Python Algorithm 85

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.

Deep Learning 111

Deep Learning Data Science 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

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

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 120

AWS Machine Learning Machine Learning ML 120

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

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

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

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

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 117

Deep Learning Deep Learning Natural Language Processing Python 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 124

AWS Python ML ML 124

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

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 108

Deep Learning Deep Learning Python AI 108

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 144

Deep Learning Deep Learning Python Data Analysis 144

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 135

ML ML AWS Python 135

AWS Machine Learning Blog

JUNE 3, 2025

Vitalii Bozadzhy is a Senior Developer with extensive experience in building high-load, cloud-based solutions, specializing in Java, Golang, SWIFT, and Python. Vladyslav Horbatenko is a computer science student, Professor Assistant, and Data Scientist with a strong focus on artificial intelligence.

AWS 99

AWS AI AI Machine Learning 99

O'Reilly Media

NOVEMBER 26, 2024

Beyond the out-of-control cost, there is evidence that degrees do not map to the skills needed in today’s job market, and there’s an increasing disconnect—particularly in computer science—between the skills employers want and the skills colleges teach. We won’t name names, but we challenge you to do your own research.

Cloud Computing 112

Cloud Computing AWS Azure Machine Learning 112

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

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.

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AWS AI AI Machine Learning 125