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#Tensorboard

Showing: 12 courses

Neural Network Programming - Deep Learning with PyTorch

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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
Microsoft

Intro to PyTorch Tutorial - Building Fashion Recognizer

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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
TensorFlow

Inside TensorFlow - Summaries and TensorBoard

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Explore TensorBoard and tf.summary API for data visualization in TensorFlow. Learn about API changes, log directories, event files, and best practices from a TensorFlow engineer.
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13 Lesons
43 minutes
On-Demand
Free-Video
Code Monkey

How to Use Machine Learning AI in Unity - ML-Agents

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Unlock the power of Machine Learning AI in Unity with ML-Agents. Learn installation, agent creation, training, and visualization to enhance your game development skills.
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14 Lesons
45 minutes
On-Demand
Free-Video
Aladdin Persson

Complete TensorBoard Guide

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Comprehensive guide to TensorBoard features including loss plots, image visualization, confusion matrices, hyperparameter tuning, embedding projections, and TensorFlow profiler for model optimization and analysis.
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11 Lesons
1 hour 23 minutes
On-Demand
Free-Video
Aladdin Persson

Pytorch TensorBoard Tutorial

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Comprehensive guide to TensorBoard in PyTorch: plotting functions, hyperparameter search, image and weight visualization, and embedding projector. Practical examples included.
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6 Lesons
30 minutes
On-Demand
Free-Video
StatQuest with Josh Starmer

Long Short-Term Memory with PyTorch + Lightning

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Learn to implement and train LSTM networks using PyTorch and Lightning, covering custom LSTM coding, PyTorch's built-in LSTM, and advanced training techniques for deep learning projects.
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12 Lesons
33 minutes
On-Demand
Free-Video
deeplizard

Batch Normalization in PyTorch - Adding Normalization to Convolutional Neural Network Layers

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Learn to implement batch normalization in convolutional neural networks using PyTorch. Explore the benefits, create and compare networks, and optimize performance through hands-on coding and practical examples.
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8 Lesons
20 minutes
On-Demand
Free-Video
Venelin Valkov

Fine-Tuning LLM with QLoRA on Single GPU - Training Falcon-7b on ChatBot Support FAQ Dataset

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Learn to fine-tune Falcon-7b LLM on a custom dataset using QLoRA. Covers model loading, LoRA adapter implementation, fine-tuning, progress monitoring, and performance evaluation on chatbot support FAQs.
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13 Lesons
30 minutes
On-Demand
Free-Video
Venelin Valkov

Fine-Tuning Alpaca- Train Alpaca LoRa for Sentiment Analysis on a Custom Dataset

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Learn to fine-tune Llama 7B with Alpaca LoRa on a custom bitcoin sentiment dataset. Covers data preprocessing, model training, and performance analysis for sentiment detection in cryptocurrency tweets.
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11 Lesons
34 minutes
On-Demand
Free-Video
Devoxx

Machine Learning Using Kubeflow and Kubernetes

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Explore machine learning workflows on Kubernetes using Kubeflow, covering deployment, training, inference, and advanced features like hyperparameter tuning and automated pipelines.
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20 Lesons
51 minutes
On-Demand
Free-Video
TensorFlow

Inside TensorFlow - TF Debugging

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Explore TensorFlow debugging techniques for TF 2 and TF 1, covering tensor value printing, device placement, graph visualization, and step debugging in Keras models.
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19 Lesons
38 minutes
On-Demand
Free-Video