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Showing: 381 courses
Venelin Valkov

Object Detection on Custom Dataset with YOLO - Fine-Tuning with PyTorch and Python Tutorial

6 rewiews
Fine-tune YOLO v5 for custom object detection using PyTorch. Learn model installation, training, evaluation, and application on a clothing dataset.
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6 Lesons
31 minutes
On-Demand
Free-Video

Neural Network Programming - Deep Learning with PyTorch

1 rewiews
Learn to build and train neural networks using PyTorch, covering tensor operations, CNN architecture, data preparation, training loops, and performance optimization techniques for deep learning projects.
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39 Lesons
9 hours
On-Demand
Free-Video
Tech with Tim

Python Is Weird

1 rewiews
Explore Python's quirks and lesser-known features, from the walrus operator to string interning, in this engaging tutorial that challenges your understanding of the language.
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11 Lesons
26 minutes
On-Demand
Free-Video
Yacine Mahdid

Learning Machine Learning Efficiently

1 rewiews
Discover an efficient approach to learning machine learning, exploring the landscape, optimal paths, and practical strategies for mastering this complex field.
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6 Lesons
27 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

Custom Audio PyTorch Dataset with Torchaudio

1 rewiews
Learn to create a custom audio dataset using PyTorch and torchaudio, focusing on the UrbanSound8K dataset. Explore basic I/O functions in torchaudio and implement essential dataset class methods.
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16 Lesons
23 minutes
On-Demand
Free-Video
Outlier

Diffusion Models - PyTorch Implementation

1 rewiews
Learn to implement and train diffusion models in PyTorch, covering unconditional and conditional versions, classifier-free guidance, and exponential moving average. Gain hands-on experience with state-of-the-art generative AI techniques.
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10 Lesons
22 minutes
On-Demand
Free-Video
Roboflow

How to Train Object Detection Transformer on Custom Dataset

1 rewiews
Learn to train Object Detection Transformers using DETR, from environment setup to custom dataset training and model evaluation. Covers PyTorch, COCO datasets, and PyTorch Lightning for efficient deep learning workflows.
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12 Lesons
23 minutes
On-Demand
Free-Video
Stanford University

Stanford Seminar - Fastai: A Layered API for Deep Learning

0 rewiews
Explore fastai, a deep learning library offering high-level components for quick results and low-level components for research flexibility, built on a layered architecture with Python and PyTorch.
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1 Lesons
1 hour 8 minutes
On-Demand
Free-Video
Eran Feit

Automatic Image Captioning with Vision Transformer and GPT-2

0 rewiews
Learn how to generate descriptive captions for images using Python and PyTorch in this 16-minute tutorial. Explore the process of automatic image captioning with the pre-trained 'nlpconnect/vit-gpt2-image-captioning' model from Hugging Face. Set up the V…
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1 Lesons
16 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Scaling AI in Production with PyTorch

0 rewiews
Learn to scale AI in production using PyTorch, covering resilient distributed platforms, TorchServe, and strategic partner initiatives for a robust ecosystem.
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1 Lesons
47 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Data and Machine Learning at League of Legends

0 rewiews
Explore unique data challenges in video games, focusing on model deployment and evolving ML stacks in League of Legends since 2009.
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1 Lesons
29 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Machine Learning Tools: Skyline and RL-Scope for Performance Optimization

0 rewiews
Explore Skyline and RL-Scope, two innovative tools for optimizing machine learning performance. Learn about interactive profiling, visualization, and debugging for PyTorch networks and cross-stack profiling for deep reinforcement learning.
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1 Lesons
32 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Leaner, Greener and Faster PyTorch Inference with Quantization

0 rewiews
Explore PyTorch quantization techniques to optimize neural networks, reducing size and improving speed without sacrificing accuracy. Learn implementation strategies and real-world applications.
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1 Lesons
1 hour 38 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Finding Training Inefficiencies with CentML DeepView

0 rewiews
Optimize deep learning model training with DeepView. Gain insights into performance bottlenecks, enhance resource utilization, and achieve significant throughput improvements through intuitive visualizations and targeted optimizations.
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1 Lesons
40 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Scale and Accelerate Distributed Model Training in Kubernetes Clusters

0 rewiews
Orchestrate and accelerate distributed deep learning workloads across multiple GPUs and nodes using Kubernetes, Kubeflow PytorchJob, RDMA, RoCE, and SRIOV for near-linear performance scaling.
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1 Lesons
49 minutes
On-Demand
Free-Video
Kevin McAleer

DIY AI: Build and Train Your Own Model with PyTorch

0 rewiews
Dive into building and training a custom AI model using PyTorch, Python, and Jupyter Labs. Learn step-by-step techniques to create a deployable model for Raspberry Pi or other computers.
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1 Lesons
1 hour
On-Demand
Free-Video

Deep Learning With TensorFlow

0 rewiews
Learn TensorFlow basics, deep learning concepts, and practical applications through comprehensive tutorials and hands-on projects. Explore neural networks, computer vision, and natural language processing.
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54 Lesons
1 day 8 hours
On-Demand
Free-Video
Microsoft

Understanding the Machine Learning Process and Embedding Models into Apps

0 rewiews
Learn to build ML models with Azure ML and VS Code, operationalize them in apps, and implement MLOps practices. Covers PyTorch Lightning, model prediction, and integration with DevOps and Kubernetes.
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12 Lesons
30 minutes
On-Demand
Free-Video
Microsoft

AI Show Live - PyTorch Enterprise

0 rewiews
Explore PyTorch Enterprise on Azure with Alon Bochman: Learn about the collaboration, features, and benefits of this exciting announcement from Microsoft's AI Show Live.
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7 Lesons
2 hours 8 minutes
On-Demand
Free-Video
Microsoft

Intro to PyTorch Tutorial - Building Fashion Recognizer

0 rewiews
Learn to build a fashion recognizer using PyTorch in this hands-on tutorial. Covers core functionality, network architecture, loss functions, optimizers, and TensorBoard integration for effective model training.
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6 Lesons
32 minutes
On-Demand
Free-Video
Microsoft

Get Started with PyTorch

0 rewiews
Explore PyTorch's fundamentals, from data handling to model building and deployment. Learn about its unique features, strong community, and ecosystem for effective deep learning development.
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7 Lesons
34 minutes
On-Demand
Free-Video
Microsoft

AI Show - AI Playground & Cognitive Services Vision APIs

0 rewiews
Explore Azure Machine Learning Designer, VS Code ML extension, and PyTorch basics with experts. Demystify ML and NLP concepts while learning about Cognitive Services and AI Playground development.
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7 Lesons
2 hours
On-Demand
Free-Video
Microsoft

Learning Machine Learning with .NET, PyTorch and the ONNX Runtime

0 rewiews
Explore machine learning with .NET, PyTorch, and ONNX Runtime. Learn model training, accuracy assessment, and cross-framework interoperability for efficient ML development and deployment.
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7 Lesons
28 minutes
On-Demand
Free-Video
Microsoft

New Capabilities in Form Recognizer and PyTorch in Visual Studio Code - Episode 6

0 rewiews
Explore new Form Recognizer capabilities for efficient document processing and learn about PyTorch integration in Visual Studio Code to enhance machine learning development workflows.
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6 Lesons
2 hours 4 minutes
On-Demand
Free-Video
Microsoft

What's New in Cognitive Search and Cool Frameworks with PyTorch - Episode 5

0 rewiews
Explore Azure Cognitive Search's semantic capabilities, PyTorch frameworks, and a Rock Paper Scissors project in this informative session covering AI advancements and practical applications.
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7 Lesons
2 hours 4 minutes
On-Demand
Free-Video
Microsoft

Scaling ML Workloads with PyTorch

0 rewiews
Explore techniques for scaling machine learning workloads with PyTorch, including distributed training, memory optimization, and profiling tools for large-scale model development.
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44 Lesons
38 minutes
On-Demand
Free-Video
Microsoft

AI Show Live - Azure Form Recognizer, Deep Learning Container with PyTorch and AzureML

0 rewiews
Explore Azure Form Recognizer, PyTorch containers, and ONNX Runtime optimizations in this comprehensive livestream featuring demos, Q&As, and expert insights on cutting-edge AI technologies.
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10 Lesons
2 hours 4 minutes
On-Demand
Free-Video

Tensorflow, Pytorch and OpenCV Setup with CUDA

0 rewiews
The series covers settingup tensorflow with and without CUDA and contains the basics of jupyter notebook.
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8 Lesons
30 minutes
On-Demand
Free-Video

PyTorch Tutorials - Complete Beginner Course

0 rewiews
Comprehensive guide to PyTorch: from basics to advanced concepts, covering tensors, neural networks, and model deployment. Ideal for beginners seeking practical skills.
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22 Lesons
7 hours
On-Demand
Free-Video

PyTorch - Deep Learning with Python

0 rewiews
Explore deep learning and neural networks using Python and PyTorch, covering data handling, model building, training, and analysis, with a focus on convolutional networks and GPU acceleration.
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8 Lesons
4 hours 30 minutes
On-Demand
Free-Video

PyTorch Zero to All

0 rewiews
Learn essential machine learning and deep learning concepts using PyTorch, covering linear models, neural networks, CNNs, and RNNs in a comprehensive series of lectures.
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14 Lesons
3 hours 30 minutes
On-Demand
Free-Video

Pytorch Tutorial

0 rewiews
Learn PyTorch fundamentals, from installation to advanced applications. Master tensors, backpropagation, and deep learning techniques for real-world data science projects.
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6 Lesons
3 hours 30 minutes
On-Demand
Free-Video

PyTorch for Python 3.5

0 rewiews
Learn PyTorch fundamentals, from linear models to advanced CNNs. Master gradient descent, back-propagation, regression, and neural network architectures for efficient deep learning implementation.
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14 Lesons
2 hours 30 minutes
On-Demand
Free-Video
Great Learning

NLP with BERT

0 rewiews
Explore transformers and BERT in NLP, covering their architecture, applications, and hands-on implementation using PyTorch. Learn about sequence-to-sequence models, text summarization, and practical use cases.
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7 Lesons
1 hour 29 minutes
On-Demand
Free-Video
The Julia Programming Language

PyTorch and the Journey in Open Source - Keynote by Soumith Chintala

0 rewiews
Soumith Chintala discusses PyTorch's journey, principles, and ecosystem, exploring its development, community impact, and future directions in deep learning and open-source collaboration.
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23 Lesons
46 minutes
On-Demand
Free-Video
Python Simplified

Inference with Torch-TensorRT Deep Learning Prediction for Beginners - CPU vs CUDA vs TensorRT

0 rewiews
Accelerate deep learning inference using Torch-TensorRT. Compare CPU, CUDA, and TensorRT performance with ResNet50 for image classification. Hands-on tutorial covers setup, implementation, and benchmarking.
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24 Lesons
36 minutes
On-Demand
Free-Video
Python Engineer

HuggingFace Crash Course - Sentiment Analysis, Model Hub, Fine Tuning

0 rewiews
Comprehensive introduction to HuggingFace and Transformers library, covering sentiment analysis, Model Hub exploration, and fine-tuning techniques for NLP tasks.
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7 Lesons
38 minutes
On-Demand
Free-Video
Python Engineer

Autoencoder in PyTorch - Theory & Implementation

0 rewiews
Learn to implement Autoencoders in PyTorch, covering theory, data loading, simple and CNN architectures, training loops, and image plotting. Gain practical deep learning skills through hands-on coding.
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7 Lesons
30 minutes
On-Demand
Free-Video
Python Engineer

PyTorch Time Sequence Prediction With LSTM - Forecasting Tutorial

0 rewiews
Learn to predict time sequences using PyTorch and LSTMs. Create sine waves, build an LSTM model, implement a training loop, and perform final testing for accurate forecasting.
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5 Lesons
30 minutes
On-Demand
Free-Video
Python Engineer

Deep Learning With PyTorch - Full Course

0 rewiews
Comprehensive PyTorch tutorial covering fundamentals, advanced concepts, and practical implementations for deep learning, from tensor basics to CNNs and transfer learning.
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18 Lesons
4 hours 36 minutes
On-Demand
Free-Video
James Briggs

SPLADE - The First Search Model to Beat BM25

0 rewiews
Explore SPLADE, a groundbreaking sparse embedding model for AI-powered search. Learn its advantages over traditional methods, implementation techniques, and potential future developments in vector search technology.
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13 Lesons
29 minutes
On-Demand
Free-Video
Eran Feit

Enhancing Old Videos to Full HD Using AI Tools - Video Restoration Tutorial

0 rewiews
Discover how to transform old, low-quality videos into full HD using AI-powered video enhancement tools, Python libraries, and GPU processing for superior resolution and clarity.
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1 Lesons
13 minutes
On-Demand
Free-Video

PyTorch Tutorials 神经网络 教学

0 rewiews
深入探讨PyTorch神经网络：从基础概念到高级应用，涵盖CNN、RNN、自编码器、强化学习和GAN，并讲解优化技巧如批标准化和过拟合处理。
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35 Lesons
5 hours
On-Demand
Free-Video

모두를 위한 딥러닝 - PyTorch

0 rewiews
PyTorch를 활용한 딥러닝 기초부터 고급 기술까지 실습 중심으로 학습. 텐서 조작, 선형 회귀, CNN, RNN 등 다양한 모델 구현 및 최적화 기법 습득.
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34 Lesons
10 hours
On-Demand
Free-Video

PyTorch

0 rewiews
PyTorch ile derin öğrenme: Temel kavramlardan CNN'lere kadar kapsamlı bir eğitim. Yapay sinir ağları, lineer regresyon, aktivasyon fonksiyonları ve optimizasyon teknikleri üzerine uygulamalı dersler.
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20 Lesons
3 hours 30 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Develop, Build and Deploy Lightweight AI Services with WebAssembly

0 rewiews
使用WebAssembly开发轻量级AI服务,实现高效推理。学习创建PyTorch和TensorFlow函数,扩展大语言模型,以及使用K8s等工具进行部署。
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

VeScale - A PyTorch Native LLM Training Framework for Automatic Parallelism

0 rewiews
探索PyTorch原生框架veScale,实现大规模语言模型的自动并行训练。结合易用性和性能,助力开发者高效扩展LLM训练,无需复杂并行编程。
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1 Lesons
24 minutes
On-Demand
Free-Video
The Machine Learning Engineer

MLOps MLflow: Deep Learning Frameworks PyTorch and TensorFlow in MLflow - Spanish

0 rewiews
Aprende a integrar Tensorflow y Pytorch con MLflow para optimizar tus proyectos de Deep Learning y mejorar el seguimiento de experimentos.
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1 Lesons
27 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Instalar PyTorch en Raspberry Pi con Miniconda - Tutorial

0 rewiews
Instala PyTorch en Raspberry Pi 5 con Miniconda, configura el entorno y verifica su funcionamiento mediante SSH para proyectos de machine learning.
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1 Lesons
11 minutes
On-Demand
Free-Video
The Machine Learning Engineer

LLMOps: Como usar Nvidia TensorRT SDK para Inferencia en GPU

0 rewiews
Optimiza la inferencia en GPU con Nvidia TensorRT SDK, convirtiendo modelos y comparando tiempos de ejecución en diferentes precisiones de datos.
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1 Lesons
40 minutes
On-Demand
Free-Video
The Machine Learning Engineer

LLMOps: Comparación de Openvino, ONNX, TensorRT y Pytorch para Inferencia

0 rewiews
Compara el rendimiento de inferencia de modelos convertidos a ONNX, OpenVino y TensorRT frente a PyTorch nativo en GPU y CPU.
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1 Lesons
39 minutes
On-Demand
Free-Video
Yannic Kilcher

The Hidden Dangers of Loading Open-Source AI Models

0 rewiews
Explore the security risks of loading open-source AI models, including potential arbitrary code execution. Learn about pickle exploits and how to protect yourself when using Hugging Face models.
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8 Lesons
20 minutes
On-Demand
Free-Video
Alfredo Canziani

Planning and Control

0 rewiews
Explore state transition equations, numerical examples, and PyTorch implementations for optimal control in planning and control systems, with a focus on the Kelley-Bryson algorithm and cost considerations.
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13 Lesons
1 hour 10 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

Extracting Mel Spectrograms with Pytorch and Torchaudio

0 rewiews
Master Mel Spectrogram extraction using PyTorch and torchaudio. Learn key audio transformations, resampling techniques, and practical implementation for audio processing tasks.
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10 Lesons
23 minutes
On-Demand
Free-Video
PyCon US

Building FPGA-based Machine Learning Accelerators in Python

0 rewiews
Explore building ML accelerators on affordable FPGAs using Python-based tools. Learn about open-source and proprietary options for FPGA development and the broader silicon landscape.
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1 Lesons
34 minutes
On-Demand
Free-Video
ADC - Audio Developer Conference

Real-Time Inference of Neural Networks: A Guide for DSP Engineers

0 rewiews
Explore real-time neural network inference for DSP engineers. Learn practical steps, compare inference engines, and balance latency, performance, and stability in audio plugin development.
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9 Lesons
41 minutes
On-Demand
Free-Video
PyCon US

Building FPGA-based Machine Learning Accelerators in Python

0 rewiews
Explore building affordable FPGA-based ML accelerators using Python tools like PyTorch, ONNX, Migen, and LiteX. Learn about open-source silicon and vendor tools for cost-effective hardware development.
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1 Lesons
34 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

ShellTorch - The Next Evolution in *4Shell Executions

0 rewiews
Uncover ShellTorch vulnerabilities in TorchServe, enabling remote code execution and AI model manipulation. Learn about the high-severity exploit's impact on PyTorch ecosystem and essential mitigation strategies.
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1 Lesons
33 minutes
On-Demand
Free-Video
ADC - Audio Developer Conference

Neutone - Real-time AI Audio Plugin for DAWs

0 rewiews
Explore real-time AI audio processing with Neutone plugin. Learn to integrate deep learning models into DAWs, experiment with timbre transfer, and develop innovative audio effects.
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19 Lesons
51 minutes
On-Demand
Free-Video
James Briggs

How to Build Custom Q&A Transformer Models in Python

0 rewiews
Learn to fine-tune pre-trained transformer models for question-answering using HuggingFace and PyTorch. Gain practical skills in NLP and unlock the power of transformers for custom Q&A applications.
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1 Lesons
1 hour 10 minutes
On-Demand
Free-Video
Venelin Valkov

Multivariate Time Series Forecasting with LSTM Using PyTorch and PyTorch Lightning - ML Tutorial

0 rewiews
Learn to build and train an LSTM Deep Neural Network for Bitcoin price prediction using multivariate time series data, PyTorch, and PyTorch Lightning. Covers dataset creation, model building, and prediction analysis.
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6 Lesons
46 minutes
On-Demand
Free-Video
Alfredo Canziani

Inference with Neural Nets

0 rewiews
Explore neural network inference, covering mathematical foundations, data science concepts, and practical tools like PyTorch. Gain insights into advanced topics and real-world applications.
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12 Lesons
1 hour 7 minutes
On-Demand
Free-Video
Great Learning

Python for Data Science - Data Science Tutorial - Python Tutorial

0 rewiews
Learn Python for data science: versatile programming, complex problem-solving, and real-world applications. Covers key concepts, tools, and techniques with hands-on examples and expert guidance.
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21 Lesons
1 hour 7 minutes
On-Demand
Free-Video
Yacine Mahdid

Structuring Data Science Projects with Docker

0 rewiews
Structure data science projects using Docker for seamless model deployment. Learn advanced techniques, explore code, address vulnerabilities, and weigh pros and cons of Docker in data science workflows.
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6 Lesons
13 minutes
On-Demand
Free-Video
Alfredo Canziani

Matrix Multiplication, Signals, and Convolutions

0 rewiews
Explore matrix multiplication, natural signals, and convolutions in deep learning. Includes practical demonstrations using IPython and PyTorch.
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6 Lesons
47 minutes
On-Demand
Free-Video
StatQuest with Josh Starmer

Essential Matrix Algebra for Neural Networks

0 rewiews
Learn essential matrix algebra for neural networks, covering linear transformations, matrix operations, and their application in PyTorch and Attention mechanisms.
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11 Lesons
30 minutes
On-Demand
Free-Video
MITCBMM

Recurrent Neural Networks for Cognitive Neuroscience

0 rewiews
Hands-on tutorial exploring RNNs in cognitive neuroscience through coding exercises. Learn to train and analyze RNNs for various tasks, with lecture and workshop components using Google Colab Notebooks.
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9 Lesons
27 minutes
On-Demand
Free-Video
MITCBMM

Toward Brain Computer Interface - Deep Generative Models for Brain Reading

0 rewiews
Explore deep generative models for brain reading, covering GAN implementation, image reconstruction from brain signals, and evolving latent codes using genetic algorithms.
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12 Lesons
46 minutes
On-Demand
Free-Video
Discover AI

Expert API LLM Gorilla-7B: Writing Code for APIs Using Large Language Models

0 rewiews
Discover how Gorilla-7B, an API-optimized language model, generates complete code sequences from natural language prompts for tasks like image recognition and language translation.
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1 Lesons
33 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Create and Deploy a Lightweight Microservice in WebAssembly

0 rewiews
Learn to create and deploy lightweight microservices using WebAssembly, exploring its advantages over traditional containers. Hands-on experience with Rust, JavaScript, AI integration, and cloud deployment.
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1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

On-Demand Systems and Scaled Training Using the JobSet API

0 rewiews
Explore JobSet API for efficient orchestration of complex workflows, enabling scaled ML training and on-demand HPC systems. Learn deployment techniques and see results from large-scale experiments.
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1 Lesons
35 minutes
On-Demand
Free-Video
Software Engineering Courses - SE Courses

Essential AI Tools and Libraries - Installation Guide for Python, Git, C++, FFmpeg, CUDA, and PyTorch

0 rewiews
Comprehensive guide to installing and configuring essential AI tools and libraries on Windows, covering Python, Git, C++ tools, FFmpeg, CUDA, and PyTorch. Includes troubleshooting tips and advanced techniques for optimal setup.
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51 Lesons
34 minutes
On-Demand
Free-Video
SNIAVideo

Training Deep Learning Models in the Cloud - Infrastructure Considerations and Best Practices

0 rewiews
Explore deep learning infrastructure considerations for cloud and on-premises deployments, covering scalability, performance optimization, and operational challenges in AI model training.
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20 Lesons
56 minutes
On-Demand
Free-Video
AI Bites

Introduction to DsPy Framework and Building Blocks - Part 1

0 rewiews
Discover the fundamentals of DsPy framework for optimizing LLM pipelines, exploring its core components and how it differs from LangChain and LlamaIndex in this introductory guide.
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12 Lesons
20 minutes
On-Demand
Free-Video
Discover AI

DSPy: Building Self-Improving Language Model Pipelines - Beyond LangChain Templates

0 rewiews
Explore DSPy's innovative approach to building self-improving LLM pipelines, featuring automatic prompt engineering and graph-based optimization - moving beyond traditional prompt templates.
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1 Lesons
53 minutes
On-Demand
Free-Video
Discover AI

LLM as Next-Generation Operating System - Memory Augmented Systems and Continuous Chat

0 rewiews
Explore how memory-augmented LLMs can revolutionize operating systems, focusing on multi-AI integration and continuous chat capabilities for next-generation computing architectures.
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1 Lesons
33 minutes
On-Demand
Free-Video
Discover AI

Introduction to KERAS 3 Core for PyTorch and JAX

0 rewiews
Explore KERAS 3's framework-agnostic capabilities for building neural networks and transformers across TensorFlow, PyTorch, and JAX platforms with advanced customization options.
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1 Lesons
21 minutes
On-Demand
Free-Video
AI Bites

Quantization in Deep Learning: Types, Algorithms, and Implementation

0 rewiews
Explore quantization techniques in deep learning, from uniform to non-uniform approaches, and learn practical implementation strategies for optimizing large-scale neural networks.
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5 Lesons
13 minutes
On-Demand
Free-Video
Discover AI

Coding Multi-Agent Reinforcement Learning with PyTorch and JAX - Including ReDel and AgentScope Frameworks

0 rewiews
Dive into practical multi-agent reinforcement learning implementation using PyTorch and JAX, featuring new frameworks ReDel and AgentScope for advanced distributed systems and LLM-powered simulations.
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1 Lesons
26 minutes
On-Demand
Free-Video
Discover AI

Fine-tune T5 Language Model for Text Summarization on Google Colab

0 rewiews
Master fine-tuning techniques for T5 language models using HuggingFace's latest code, focusing on text summarization tasks with hands-on implementation in Google Colab's free GPU environment.
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1 Lesons
15 minutes
On-Demand
Free-Video
Discover AI

Fine-tuning FLAN-T5 Models for Text Summarization with PyTorch

0 rewiews
Master Flan-T5 model fine-tuning for text summarization through hands-on PyTorch implementation, complete with practical code examples and real-time demonstrations.
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1 Lesons
13 minutes
On-Demand
Free-Video
Discover AI

Code Panoptic Image Segmentation with Vision Transformer and Mask2Former - A PyTorch Tutorial

0 rewiews
Dive into advanced image segmentation using Mask2Former architecture, exploring masked attention and universal segmentation techniques for enhanced computer vision applications.
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1 Lesons
16 minutes
On-Demand
Free-Video
Discover AI

Panoptic Image Segmentation - Understanding Mask2Former

0 rewiews
Dive into Mask2Former's universal approach to image segmentation, covering instance, semantic, and panoptic segmentation techniques with practical examples and implementations.
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4 Lesons
12 minutes
On-Demand
Free-Video
Discover AI

Building a FLAN-T5 XL Model GUI with Gradio in Google Colab - A Step-by-Step Tutorial

0 rewiews
Learn to build a Gradio GUI for FLAN-T5-XL model on Google Colab, enabling free text generation, summarization, and translation capabilities with minimal computational resources and step-by-step implementation.
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6 Lesons
12 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Getting Started with DSPy - Building LLM Programs Tutorial

0 rewiews
Discover how to build robust LLM programs using DSPy framework, from basic concepts to creating retrieve-then-read RAG systems with optimized instructions and structured data handling.
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1 Lesons
35 minutes
On-Demand
Free-Video
Discover AI

Fine-tuning Vision Language Models with PaLiGemma-3B - A Practical Guide

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Master fine-tuning techniques for Vision Language Models using PyTorch and JAX FLAX, with practical examples for PaliGemma-3B implementation on free compute platforms like Google Colab and Vertex AI.
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1 Lesons
14 minutes
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Pre-Training BERT from Scratch for Domain-Specific Knowledge Using PyTorch - Part 51

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Master BERT model pre-training from scratch using PyTorch, focusing on domain-specific data. Build custom tokenizers, design architecture, and implement masked language modeling for specialized neural information retrieval systems.
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17 Lesons
36 minutes
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PyTorch Vision Transformer - Guide to Fine-Tuning for Object Identification

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Master fine-tuning Vision Transformers (ViT) in PyTorch through hands-on coding, focusing on object identification implementation with practical examples and real-time coding demonstrations in Google Colab.
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1 Lesons
22 minutes
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PyTorch Vision Transformer: Applying Pre-trained and Fine-tuned ViT Models for Image Classification

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Master Vision Transformer implementation in PyTorch using pre-trained and fine-tuned ViT models for image classification, with hands-on practice in Google Colab and Huggingface integration.
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1 Lesons
23 minutes
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Optimizing LLM Fine-Tuning with PEFT and LoRA Adapter-Tuning for GPU Performance

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Master efficient fine-tuning of large language models using PEFT and LoRA techniques, optimizing GPU memory usage through INT8 quantization and adapter-tuning for cost-effective model development.
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15 Lesons
35 minutes
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Link Prediction with Graph Neural Networks Using DGL and PyG

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Master link prediction in graph neural networks using DGL and PyG frameworks, implementing node connectivity prediction through practical code examples and negative sampling techniques.
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1 Lesons
21 minutes
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UofU Data Science

Neural Classification with Word Embeddings - PyTorch Tutorial

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Master neural classification techniques and word embeddings implementation in PyTorch through hands-on practice with essential deep learning concepts and practical applications.
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1 Lesons
1 hour 23 minutes
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UofU Data Science

PyTorch Tutorial for Machine Learning - Fall 2023

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Master PyTorch fundamentals and essential deep learning concepts through hands-on practice with neural networks, tensors, and gradient-based optimization techniques.
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1 Lesons
36 minutes
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The ALPACA Code: Self-Instruct Fine-Tuning of Large Language Models

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Dive into the technical implementation of self-instruct fine-tuning for Large Language Models using ALPACA, covering synthetic dataset generation and parallel task optimization.
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1 Lesons
25 minutes
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The Full Stack

Coding a Neural Network - Full Stack Deep Learning - Spring 2021

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Code a neural network from scratch using Google Colab, NumPy, PyTorch, and Keras. Learn linear regression and multi-layer perception models through hands-on implementation and visualization.
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6 Lesons
42 minutes
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Conf42

Productionize AI and ML Algorithms in Cloud Environments

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Explore AI and ML algorithm productionization in cloud environments. Learn development phases, NLP tasks, Hugging Face, MLflow, and AWS deployment for effective model management and serving.
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17 Lesons
25 minutes
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AutoML Seminars

Gradient Descent: The Ultimate Optimizer - Automating Hyperparameter Optimization

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Discover how to automatically optimize hyperparameters in gradient-based ML algorithms through an elegant modification to backpropagation, making optimizer tuning more efficient and less sensitive to initial choices.
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1 Lesons
30 minutes
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Yannic Kilcher

PyTorch Sentiment Classifier From Scratch With Huggingface NLP Library - Full Tutorial

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Build a sentiment classifier using PyTorch, BERT, and Huggingface's NLP library. Learn to process datasets, tokenize text, create tensors, and implement training steps for an IMDB sentiment analysis model.
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11 Lesons
1 hour 3 minutes
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Aladdin Persson

Variational Autoencoder From Scratch in PyTorch

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Learn to implement a Variational Autoencoder from scratch using PyTorch, covering architecture, training loop, and inference with practical examples and code demonstrations.
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5 Lesons
40 minutes
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Aladdin Persson

EfficientNet From Scratch in Pytorch

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Learn to implement EfficientNet from scratch using PyTorch, covering key concepts like CNNBlock, SqueezeExcitation, and InvertedResidualBlock with stochastic depth.
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10 Lesons
39 minutes
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