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#Keras

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Kaggle

Deep Learning

1 rewiews
Explore deep learning fundamentals, computer vision, TensorFlow, Keras, transfer learning, and advanced topics like TPUs in this comprehensive introduction to neural networks.
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13 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Jeff Heaton

Programming LSTM with Keras and TensorFlow

1 rewiews
Explore LSTM and GRU layers for recurrent neural networks in Keras, laying the groundwork for NLP and time series prediction with practical examples and implementations.
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17 Lesons
28 minutes
On-Demand
Free-Video

Deep Learning Basics with Python, TensorFlow and Keras

0 rewiews
Master deep learning fundamentals using Python, TensorFlow, and Keras. Explore CNNs, RNNs, data loading, model analysis, optimization, and practical applications in cryptocurrency prediction.
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11 Lesons
3 hours 30 minutes
On-Demand
Free-Video
University of Central Florida

Keras Tutorial - Neural Network Architectures and Advanced Concepts - Part 2

0 rewiews
Learn advanced deep learning concepts including neural networks, VGG, residual connections, autoencoders, and GANs. Explore batch processing, reproducibility, and practical implementation in Keras.
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20 Lesons
2 hours 16 minutes
On-Demand
Free-Video
Washington University in St. Louis

Applications of Deep Neural Networks for TensorFlow and Keras

0 rewiews
Comprehensive exploration of deep neural networks using TensorFlow and Keras, covering image processing, GANs, transfer learning, NLP, reinforcement learning, and practical applications.
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76 Lesons
17 hours
On-Demand
Free-Video
Eran Feit

Create AI Images with Your Face Using Photomaker - Free and Easy Tutorial

0 rewiews
Explore Photomaker to generate AI images featuring your face. Learn installation, Python libraries, and text-prompt techniques for creating personalized, stunning photos effortlessly.
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1 Lesons
17 minutes
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
BioinformaticsDotCA

CBW's Machine Learning Workshops May 25-26, 2021

0 rewiews
Comprehensive workshop on machine learning in bioinformatics, covering decision trees, neural networks, hidden Markov models, and practical applications using Keras and Scikit-Learn.
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7 Lesons
7 hours
On-Demand
Free-Video
Great Learning

Keras Tutorial With TensorFlow - Building Deep Learning Models With Python

0 rewiews
Learn to build deep learning models using Keras and TensorFlow in Python. Covers data preparation, neural network construction, and practical implementation with hands-on examples.
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9 Lesons
1 hour 24 minutes
On-Demand
Free-Video

Deep Learning with Keras

0 rewiews
Explore deep learning with Keras, covering neural networks, face recognition, OpenPose, stock prediction, and more. Hands-on tutorials for practical AI applications.
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9 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Data Science Projects

0 rewiews
Hands-on projects covering deep learning, machine learning, and data analysis. Practical applications in healthcare, finance, and more using Python, TensorFlow, and other tools.
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26 Lesons
6 hours
On-Demand
Free-Video

Introduction to Deep Learning for Everyone

0 rewiews
Learn deep learning fundamentals using Keras and TensorFlow in R, covering regression, neural networks, regularization, and convolutional networks for practical applications.
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22 Lesons
7 hours
On-Demand
Free-Video
Microsoft

Introduction to Deep Learning - Episode 34

0 rewiews
Gentle introduction to deep learning concepts and practical implementation, featuring expert insights, live coding demo, and Q&A on various AI topics and applications.
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20 Lesons
2 hours
On-Demand
Free-Video
STMicroelectronics

Introduction to STM32Cube.AI

0 rewiews
Explore STM32CubeMX and X-Cube-AI tools for implementing Neural Networks on STM32 devices, focusing on the STM32L4 family and creating basic embedded systems.
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5 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Deep Learning With Tensorflow 2.0, Keras and Python

0 rewiews
Comprehensive deep learning series covering neural networks, CNNs, RNNs, and advanced topics using TensorFlow 2.0, Keras, and Python. Includes hands-on projects and practical applications.
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49 Lesons
14 hours
On-Demand
Free-Video

Deep Learning with Keras - Python

0 rewiews
Explore deep learning concepts and implement models using Keras in Python. Learn about neural networks, CNNs, RNNs, LSTM, and more for practical applications like chatbots.
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10 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Python Deep Learning Neural Network API

0 rewiews
Learn to build, train, and deploy neural networks using Keras API. Covers data preprocessing, CNNs, transfer learning, and model deployment techniques for both front-end and back-end applications.
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43 Lesons
6 hours
On-Demand
Free-Video
Augmented Startups

The Fun and Easy Guide to Machine Learning - Tutorials

0 rewiews
Comprehensive introduction to machine learning algorithms, from regression to neural networks, with practical Python implementations and engaging whiteboard explanations for beginners and enthusiasts.
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12 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Great Learning

Bank Defaulters Using ANN

0 rewiews
Learn to build and apply Artificial Neural Networks for predicting bank defaulters using Keras, covering ANN architecture, activation functions, backpropagation, and practical demonstrations.
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11 Lesons
1 hour 18 minutes
On-Demand
Free-Video
Data Science Dojo

JavaScript for Cancer Prevention Through Early Detection

0 rewiews
Explore how JavaScript, TensorFlow.js, and React Native can enhance melanoma detection accuracy, aiding early skin cancer diagnosis and potentially saving lives through innovative technology.
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10 Lesons
45 minutes
On-Demand
Free-Video
TensorFlow

Inside TensorFlow - tf.Keras

0 rewiews
Dive deeper into tf.Keras with creator Francois Chollet, exploring advanced topics like masking, dynamic layers, callbacks, and building successful models for enhanced deep learning capabilities.
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12 Lesons
52 minutes
On-Demand
Free-Video
TensorFlow

Inside TensorFlow - tf.Keras - Part 1

0 rewiews
Explore tf.Keras architecture, layers, and models with creator Francois Chollet. Learn about Functional API, eager execution, and automatic masking in this technical deep dive.
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24 Lesons
54 minutes
On-Demand
Free-Video
TensorFlow

Inside TensorFlow - tf.distribute.Strategy

0 rewiews
Explore tf.distribute.Strategy for efficient distributed TensorFlow training. Learn implementation details, data parallelism, and optimization techniques from a TensorFlow engineer.
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31 Lesons
55 minutes
On-Demand
Free-Video
TensorFlow

Distributed TensorFlow - TensorFlow at O'Reilly AI Conference, San Francisco '18

0 rewiews
Learn distributed TensorFlow training using Keras APIs, Kubeflow, and Kubernetes. Explore TensorFlow's architecture, set up clusters, and distribute models for efficient multi-GPU and multi-node performance.
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11 Lesons
33 minutes
On-Demand
Free-Video
DigitalSreeni

Semi-Supervised Learning with GANs in Keras

0 rewiews
Explore semi-supervised learning with GANs in Keras, focusing on training discriminators as classifiers using limited labeled data for improved accuracy compared to traditional CNNs.
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7 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

Нейросети на Python

0 rewiews
Учебный курс начального уровня для программистов, которые хотят научится применять нейронные сети для решения практических задач.
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11 Lesons
2 hours 30 minutes
On-Demand
Free-Video

Нейронные сети на Python. Уроки

0 rewiews
Углубленное изучение нейронных сетей на Python: от основ до продвинутых архитектур. Практические примеры реализации различных типов сетей с использованием Keras и TensorFlow.
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33 Lesons
8 hours
On-Demand
Free-Video

Keras ile Derin Öğrenme

0 rewiews
Keras kullanarak derin öğrenme tekniklerini öğrenin. Kanser tespitinden görüntü işlemeye, oyun yapay zekasından LSTM'e kadar çeşitli uygulamalarla pratik yapın.
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26 Lesons
10 hours
On-Demand
Free-Video

Deep learning ด้วย tensorflow และ keras

0 rewiews
เรียนรู้การสร้างโมเดล Deep Learning ด้วย TensorFlow และ Keras ตั้งแต่พื้นฐานจนถึงระดับสูง ครอบคลุมการติดตั้ง การใช้งาน และเทคนิคการปรับแต่งโมเดล
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46 Lesons
11 hours
On-Demand
Free-Video

Deep Learning with Keras

0 rewiews
Hướng dẫn lập trình Deep Learning với Keras từ cơ bản đến nâng cao, giúp người mới dễ dàng tiếp cận và ứng dụng thông qua các ví dụ thực tế.
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30 Lesons
13 hours
On-Demand
Free-Video
Prodramp

Deep Learning Workshop for Satellite Imagery - Training & Prediction

0 rewiews
Hands-on deep learning workshop for satellite imagery, covering model training, debugging, prediction, and advanced techniques like custom metrics, heatmaps, and model deployment.
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20 Lesons
1 hour 33 minutes
On-Demand
Free-Video
Databricks

Deep Learning Pipelines for High Energy Physics Using Apache Spark and Distributed Keras

0 rewiews
Explore CERN's Apache Spark-based data pipeline for deep learning in High Energy Physics. Learn about distributed training of neural network classifiers using BigDL and Analytics Zoo for improved event filtering at LHC experiments.
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30 Lesons
39 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Introduction to TensorFlow - Hands-on Workshop

0 rewiews
Explore TensorFlow through hands-on practice, completing an end-to-end tutorial to gain practical skills in building and deploying machine learning models.
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1 Lesons
2 hours 6 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

Training a Long-Short Term Memory Network for Melody Generation

0 rewiews
Build and train an LSTM network for generating folk melodies using Tensorflow and Keras. Learn preprocessing, model architecture, training sequences, and testing the final model.
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14 Lesons
31 minutes
On-Demand
Free-Video
Discover AI

Python Classes for AI Model Subclassing and Fine-tuning

0 rewiews
Master Python classes and their application in AI development, focusing on LLM fine-tuning and Vision transformer implementation with KERAS3 functionality.
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1 Lesons
27 minutes
On-Demand
Free-Video
Eclipse Foundation

AI on the Edge with Eclipse Kura - From Data Collection to Model Deployment

0 rewiews
Discover how to build and deploy machine learning applications on edge devices using Eclipse Kura, from data collection through Kura Wires to model training and inference with Nvidia Triton Server.
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1 Lesons
34 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
Discover AI

Pre-Training BERT from Scratch - Building, Fine-Tuning, and Running Inference with KERAS NLP

0 rewiews
Master BERT model pre-training, fine-tuning, and inference using TF2 and KERAS NLP through hands-on implementation of transformers for domain-specific tasks.
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4 Lesons
30 minutes
On-Demand
Free-Video
Discover AI

Text Vectorization Made Easy - A Tutorial on Keras Preprocessing Layers for AI

0 rewiews
Master text vectorization techniques in Keras preprocessing layers for transforming natural language inputs into numerical sequences and building efficient AI input processing pipelines.
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1 Lesons
27 minutes
On-Demand
Free-Video
Discover AI

Experimental KERAS Feature Space for Medical AI Heart Attack Prediction

0 rewiews
Dive into advanced feature scaling with KERAS Feature Space, building a medical AI system to predict heart attack probabilities using structured data classification and optimized data pipelines.
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6 Lesons
36 minutes
On-Demand
Free-Video
Data Science Courses

Deep Learning: Regularization and Neural Network Normalization Techniques - Lecture 7

0 rewiews
Dive into advanced deep learning concepts including layer normalization, FRN, TLU, and Keras implementation while mastering essential regularization techniques and gradient management.
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1 Lesons
52 minutes
On-Demand
Free-Video
The Full Stack

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

0 rewiews
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
On-Demand
Free-Video
Eran Feit

Res-UNet for Melanoma Segmentation - TensorFlow Tutorial

0 rewiews
Step-by-step guide to implement and train a Res-UNet model for Melanoma detection using TensorFlow and Keras. Learn to build, train, test, and visualize results for accurate skin lesion segmentation.
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5 Lesons
31 minutes
On-Demand
Free-Video
TensorFlow

Keras Preprocessing Layers

0 rewiews
Learn to streamline model development with Keras Preprocessing Layers. Build end-to-end models, transform inputs, and improve performance using tf.data and multi-worker training.
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10 Lesons
37 minutes
On-Demand
Free-Video
Nicholas Renotte

Build a Deep CNN Image Classifier with Any Images

0 rewiews
Learn to build a custom deep CNN image classifier from scratch using Python, TensorFlow, and Keras. Covers data pipeline, preprocessing, network building, training, evaluation, and model saving.
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19 Lesons
1 hour 25 minutes
On-Demand
Free-Video
Nicholas Renotte

Build a Deep Facial Recognition App - Building a Siamese Neural Network - Python

0 rewiews
Learn to build a Siamese Neural Network for facial recognition using TensorFlow, including image embedding, L1 distance layer, and model integration in a Kivy app.
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6 Lesons
48 minutes
On-Demand
Free-Video
Keith Galli

Real-World Python Neural Nets Tutorial - Image Classification with CNN - Tensorflow & Keras

0 rewiews
Learn to build and train a CNN for image classification using TensorFlow and Keras. Covers data preparation, model improvement, hyperparameter tuning, and practical applications in Python.
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15 Lesons
1 hour 1 minute
On-Demand
Free-Video
Weights & Biases

Enhance Low Light Images Using Keras, Python and Weights & Biases

0 rewiews
Learn to enhance low-light images using Zero-DCE, an unsupervised technique implemented with Python, Keras, and Weights & Biases. Explore model training, experiment tracking, and result visualization in this hands-on tutorial.
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16 Lesons
36 minutes
On-Demand
Free-Video
HuggingFace

NLP Workflows with Keras

0 rewiews
Explore NLP workflows using Keras, covering text vectorization, various modeling techniques, and practical implementations for efficient natural language processing tasks.
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13 Lesons
41 minutes
On-Demand
Free-Video
LiquidBrain Bioinformatics

Word Embedding with Keras - A RStudio Tutorial

0 rewiews
Learn word embedding techniques using Keras in RStudio. Covers theory, concepts, and practical implementation, including Keras basics and machine learning fundamentals for natural language processing.
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6 Lesons
42 minutes
On-Demand
Free-Video
Prodramp

Deep Understanding of MNIST Problem and Its CNN Solution Using CNN Explainer

0 rewiews
Comprehensive tutorial on MNIST problem and CNN solution using CNN Explainer. Covers dataset preparation, model architecture, training, and evaluation. Ideal for beginners in deep learning and neural networks.
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28 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Prodramp

Create and Visualize Your First Convolutional Neural Network in Python

0 rewiews
Learn to create and visualize a Convolutional Neural Network (CNN) in Python, covering key concepts like convolution, pooling, flattening, and dropout with practical examples and code implementation.
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14 Lesons
58 minutes
On-Demand
Free-Video
Prodramp

Create and Visualize Your First Perceptron and Feed Forward Network in Python

0 rewiews
Learn to build and visualize Perceptron and Feed Forward networks in Python using Keras and TensorFlow. Ideal for beginners, this hands-on tutorial covers network creation, visualization, and fundamental deep learning concepts.
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12 Lesons
44 minutes
On-Demand
Free-Video
Prodramp

Create and Visualize Your Very First Neural Network in Python

0 rewiews
Create and visualize your first neural network in Python using Keras and TensorFlow. Learn step-by-step, from basic concepts to building a sequential model, with helpful visualizations and a pre-trained network example.
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11 Lesons
1 hour 12 minutes
On-Demand
Free-Video
Eran Feit

Creating an Animal Segmentation Model with U-Net and TensorFlow Keras

0 rewiews
Learn to implement and train a U-Net model for animal segmentation using TensorFlow/Keras. Covers data preprocessing, model architecture, training, and evaluation with practical code examples.
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6 Lesons
54 minutes
On-Demand
Free-Video
Nicholas Renotte

Deep Reinforcement Learning Tutorial for Python

0 rewiews
Learn to create OpenAI Gym environments, build deep learning models, and train reinforcement learning agents using Tensorflow, Keras, and Keras-RL in this hands-on tutorial for Python developers.
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1 Lesons
21 minutes
On-Demand
Free-Video
Aladdin Persson

TensorFlow Tutorial - Model Subclassing with Keras - Part 8

0 rewiews
Learn to build flexible TensorFlow models using Keras subclassing, including a ResNet-like model with skip connections. Gain advanced model creation skills beyond Sequential and Functional APIs.
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1 Lesons
23 minutes
On-Demand
Free-Video
Abhishek Thakur

Entity Embeddings for Categorical Variables

0 rewiews
Learn to implement entity embeddings for categorical variables using TensorFlow/Keras, with a focus on converting the model to PyTorch. Practical application using Kaggle competition data.
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10 Lesons
35 minutes
On-Demand
Free-Video
Eran Feit

U-Net Person Segmentation - How to Segment Persons in Images

0 rewiews
Learn to implement and train a U-Net model for person segmentation using TensorFlow/Keras. Covers data preprocessing, model architecture, training, and evaluation with practical code examples.
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6 Lesons
39 minutes
On-Demand
Free-Video
Eran Feit

Medical Polyp Image Segmentation with U-Net and TensorFlow Keras

0 rewiews
Step-by-step guide to implement U-Net for medical polyp image segmentation using TensorFlow/Keras, covering data preprocessing, model architecture, training, and evaluation.
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6 Lesons
48 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

How to Implement a Simple Neural Network With TensorFlow 2

0 rewiews
Learn to implement a simple neural network using TensorFlow 2 and Keras for arithmetic sum, covering model building, training, testing, evaluation, and prediction.
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7 Lesons
25 minutes
On-Demand
Free-Video
Keith Galli

Introduction to Neural Networks in Python - Tensorflow-Keras

0 rewiews
Learn neural network basics, architecture, hyperparameters, and implementation in Python using TensorFlow/Keras. Includes hands-on coding examples for various classification tasks, from simple to complex datasets.
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20 Lesons
1 hour 1 minute
On-Demand
Free-Video
Keith Galli

Solving Real World Data Science Problems With Python - Computer Vision Edition

0 rewiews
Learn to build and improve convolutional neural networks for computer vision tasks using Python, TensorFlow, and Keras. Explore data augmentation, preprocessing, and network architecture optimization techniques.
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14 Lesons
1 hour 22 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

How to Implement Autoencoders in Python and Keras - The Decoder

0 rewiews
Learn to implement the decoder component of autoencoders using Python, TensorFlow, and Keras. Covers building methods, layers, and architecture for generating sound with neural networks.
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12 Lesons
36 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

How to Implement Autoencoders in Python and Keras - The Encoder

0 rewiews
Learn to implement autoencoders in Python and Keras, focusing on building the encoder component. Covers autoencoder class construction, convolutional layers, bottleneck creation, and practical implementation.
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10 Lesons
44 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

Audio Processing in Keras with Kapre

0 rewiews
Learn to process audio in Keras using Kapre, exploring its advantages, features, and implementation. Discover how to embed audio transformations within deep learning models for optimized GPU-based calculations and easier deployment.
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10 Lesons
28 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

How to Implement a Variational Autoencoder in Python and Keras

0 rewiews
Implement a Variational Autoencoder using Python, TensorFlow, and Keras. Learn to modify the encoder, update loss functions, train the model, and visualize the latent space for data generation.
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10 Lesons
33 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

Generation with AutoEncoders - Results and Limitations

0 rewiews
Explore image generation using autoencoders, analyze latent space representations, and understand limitations in generative tasks. Learn why variational autoencoders are necessary for improved generation.
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9 Lesons
23 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

Building and Training an Autoencoder in Keras - TensorFlow - Python

0 rewiews
Learn to build and train autoencoders using Python, TensorFlow, and Keras. Explore encoder-decoder architectures, implement training with the MNIST dataset, and gain practical insights into autoencoder development.
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10 Lesons
27 minutes
On-Demand
Free-Video
Open Data Science

Generative Adversarial Networks for Image Synthesis and Translation - Dr. Jan Kautz

0 rewiews
Explore recent GAN advancements for image synthesis and translation, including conditional GANs, supervised vs unsupervised methods, and multimodal approaches. Learn to design, modify, and understand GAN architectures.
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17 Lesons
46 minutes
On-Demand
Free-Video
Prodramp

An AI Engineer's Guide to Machine Learning with Keras

0 rewiews
Comprehensive guide to building and evaluating machine learning models using Keras, covering data preparation, model creation, training, and performance analysis with practical examples.
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25 Lesons
35 minutes
On-Demand
Free-Video
Databricks

MLflow Model Serving - Methods and Best Practices

0 rewiews
Explore MLflow model serving techniques, including batch and real-time scoring, open-source and Databricks-managed options, with emphasis on new production-ready model serving features.
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17 Lesons
1 hour 1 minute
On-Demand
Free-Video
Jeff Heaton

Deep Neural Network Autoencoders in TensorFlow and Keras - Part 1

0 rewiews
Learn to create and implement autoencoders in Keras and TensorFlow, including denoising autoencoders, for deep neural network applications in image processing and function approximation.
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6 Lesons
22 minutes
On-Demand
Free-Video
Jeff Heaton

Neural Networks with Ensembles for TensorFlow and Keras

0 rewiews
Learn to create and evaluate ensemble models using random forests and deep neural networks with TensorFlow, Keras, and scikit-learn. Explore feature importance and perturbation ranking techniques.
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15 Lesons
24 minutes
On-Demand
Free-Video
Jeff Heaton

Deep Learning Cross Validation for TensorFlow and Keras

0 rewiews
Learn to implement cross-validation techniques for deep learning models using TensorFlow and Keras, enhancing model evaluation and performance in regression and classification tasks.
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5 Lesons
26 minutes
On-Demand
Free-Video
Jeff Heaton

Early Stopping and Encoding a Feature Vector for Deep Neural Networks

0 rewiews
Learn to implement early stopping, encode feature vectors, and use validation sets in Keras neural networks for improved deep learning model performance and efficiency.
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11 Lesons
22 minutes
On-Demand
Free-Video
Jeff Heaton

Introduction to TensorFlow and Keras with Anaconda Python

0 rewiews
Learn to build neural networks using TensorFlow and Keras for classification and regression tasks. Covers key concepts, data handling, model creation, training, and evaluation.
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18 Lesons
25 minutes
On-Demand
Free-Video
Jeff Heaton

Deep Neural Network Basics for Keras and TensorFlow

0 rewiews
Explore deep neural network fundamentals including activation functions, bias neurons, and output calculation for Keras and TensorFlow implementation.
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10 Lesons
23 minutes
On-Demand
Free-Video
Eran Feit

Transfer Learning Using Keras

0 rewiews
Learn to classify car brands using transfer learning with Keras and ResNet50. Hands-on tutorial covers dataset preparation, model configuration, training, and prediction visualization.
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6 Lesons
25 minutes
On-Demand
Free-Video
Eran Feit

Convolutional Neural Networks - Deep Learning Basics with Python, TensorFlow and Keras

0 rewiews
Learn to build and train a convolutional neural network for chess piece image classification using Python, TensorFlow, and Keras. Covers dataset preparation, model creation, and prediction testing.
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5 Lesons
41 minutes
On-Demand
Free-Video
Eran Feit

How to Classify Flowers Using Deep Learning

0 rewiews
Learn to build a convolutional neural network for flower image classification using TensorFlow and Keras, from dataset preparation to model testing and prediction.
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6 Lesons
37 minutes
On-Demand
Free-Video
Jeff Heaton

Setting Up CUDA, CUDNN, Keras, and TensorFlow on Windows 11 for GPU Deep Learning

0 rewiews
Comprehensive guide for setting up GPU-accelerated deep learning environment on Windows 11, covering CUDA, CUDNN, Keras, and TensorFlow installation with step-by-step instructions.
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12 Lesons
22 minutes
On-Demand
Free-Video
Jeff Heaton

Installing Miniforge and Anaconda/Miniconda Side-by-Side on Mac M1 Monterey

0 rewiews
Learn to install and run Anaconda and Miniforge simultaneously on Mac M1, including TensorFlow and Keras setup, with step-by-step guidance and troubleshooting tips.
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6 Lesons
22 minutes
On-Demand
Free-Video
Jeff Heaton

Introduction to Q-Learning for Game Play - Lecture 12.2

0 rewiews
Explore Q-Learning for game AI: build policy tables, suggest optimal actions, and apply Python techniques for environment-based decision-making in this introduction.
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7 Lesons
24 minutes
On-Demand
Free-Video
Jeff Heaton

TensorFlow 2.0 GPU, Keras, and Python 3.7 Installation Guide for Windows 10 - 2020 Update

0 rewiews
Comprehensive guide for setting up TensorFlow 2.0 with GPU support on Windows 10, covering installation of necessary drivers, CUDA, cuDNN, and Anaconda environment configuration.
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11 Lesons
31 minutes
On-Demand
Free-Video
Jeff Heaton

Generating Faces with a Generative Adversarial Networks - GAN in Keras-Tensorflow 2.0

0 rewiews
Learn to implement a Generative Adversarial Network (GAN) from scratch using TensorFlow and Keras to generate realistic human faces, with step-by-step guidance and practical code examples.
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6 Lesons
23 minutes
On-Demand
Free-Video
Jeff Heaton

Keras Convolutional Neural Networks for MNIST and Fashion MNIST

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Explore convolutional neural networks for image processing, focusing on MNIST and Fashion MNIST datasets. Learn about CNN architecture, training, and evaluation for advanced deep learning applications.
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8 Lesons
24 minutes
On-Demand
Free-Video
tinyML

Binarized Neural Networks on Microcontrollers

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Explore Binarized Neural Networks for efficient deep learning on microcontrollers, enabling complex tasks with minimal memory and high performance using 1-bit encoding for weights and activations.
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21 Lesons
59 minutes
On-Demand
Free-Video
TensorFlow

Creating Keras 3 - An Interview with François Chollet

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Explore Keras 3 creation, AI research, and AGI with François Chollet. Gain insights on intelligence, machine learning advancements, and the future of AI in this engaging discussion.
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7 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Linux Foundation

ML Data Version Control and Reproducibility at Scale

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Explore data version control techniques for efficient ML model development, addressing reproducibility challenges and enabling scalable cloud-based training using open-source tools like Langchain and TensorFlow.
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1 Lesons
38 minutes
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Free-Video
Eran Feit

Medical Melanoma Detection - TensorFlow U-Net Tutorial

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Step-by-step guide to implementing a U-Net model for melanoma detection using TensorFlow/Keras, covering data preparation, augmentation, model building, training, testing, and result visualization.
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6 Lesons
45 minutes
On-Demand
Free-Video
Strange Loop Conference

¡Escuincla Babosa! A Python Deep Learning Telenovela

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Explora cómo crear guiones de telenovelas usando redes neuronales y aprendizaje profundo en Python, comparando frameworks como Keras, PyTorch y TensorFlow para generar drama y giros argumentales.
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1 Lesons
37 minutes
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Free-Video
LASCON

Achieve AI-powered API Privacy Using Open Source

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Explore AI-powered API privacy using open-source tools. Learn about Privacy-by-Design, threat modeling, and leveraging deep neural networks to protect customer data in software development.
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12 Lesons
57 minutes
On-Demand
Free-Video
0xdade

Deep Learning for Realtime Malware Detection

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Explore an ensemble deep learning model for real-time malware detection, combining CNN, LSTM, and NLP techniques to analyze domain names and identify potential threats with high accuracy.
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40 Lesons
46 minutes
On-Demand
Free-Video
EuroPython Conference

Audio Classification with Machine Learning

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Learn practical techniques for audio classification using machine learning, including spectrograms, CNNs, and transfer learning. Explore applications in speech, music, medical diagnostics, and more using Keras and TensorFlow.
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1 Lesons
43 minutes
On-Demand
Free-Video
Devoxx

Create Your Own Music Recommendation System Using ML

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Learn to build a music recommendation system using machine learning, exploring algorithms like K-means, SVM, and neural networks with Spotify's API, Keras, and Sklearn.
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1 Lesons
1 hour 52 minutes
On-Demand
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Devoxx

Deep Learning Like a Viking - Building Convolutional Neural Networks with Keras

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Explore convolutional neural networks using Keras to recognize Viking runes, with hands-on coding and web application integration for practical machine learning experience.
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34 Lesons
47 minutes
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Free-Video
Devoxx

From 0 to Deep Learning in 3 Hours

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Comprehensive introduction to neural networks and deep learning, covering fundamentals, practical applications, and implementation using popular libraries like TensorFlow and Keras.
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1 Lesons
2 hours 34 minutes
On-Demand
Free-Video
Devoxx

Deep Learning for Developers

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Explore state-of-the-art deep learning models like CNN, GAN, and LSTM through code demos. Learn to customize, deploy, and use advanced models for image detection, generation, and machine translation.
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1 Lesons
57 minutes
On-Demand
Free-Video