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  • Neural Network

Build Neural Network Skills with Projects

Neural network projects can help you learn how to design, train, and evaluate neural networks, as well as apply techniques like convolutional and recurrent networks for tasks such as image recognition and natural language processing. You can build skills in data preprocessing, model optimization, and performance evaluation. Many courses introduce tools like TensorFlow and Keras, which facilitate the implementation of neural networks, and provide hands-on experience in deploying AI solutions for real-world applications.

Full List of Neural Network Projects


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    Coursera

    Deep Learning with PyTorch : Generative Adversarial Network

    Skills you'll gain: Generative Adversarial Networks (GANs), Generative AI, PyTorch (Machine Learning Library), Generative Model Architectures, Deep Learning, Convolutional Neural Networks, Model Training, Python Programming

    ★ 4.5 (100) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
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    Coursera

    Pneumonia Classification using PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Data Preprocessing, Transfer Learning, Fine-tuning, Model Training, Convolutional Neural Networks, Medical Imaging, Radiology, Image Analysis, Deep Learning, Python Programming

    ★ 4.4 (11) · Intermediate · Guided Project · Less Than 2 Hours

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    Coursera

    CNNs with TensorFlow: Basics of Machine Learning

    Skills you'll gain: Tensorflow, Convolutional Neural Networks, Keras (Neural Network Library), Matplotlib, Plot (Graphics), Artificial Neural Networks, Image Analysis, Deep Learning, Computer Vision, Applied Machine Learning, Python Programming, Model Training, Model Evaluation, Model Optimization, Adaptability, Problem Solving

    Intermediate · Guided Project · Less Than 2 Hours

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    Coursera

    Deep Learning with PyTorch : Siamese Network

    Skills you'll gain: Embeddings, PyTorch (Machine Learning Library), Feature Engineering, Artificial Neural Networks, Image Analysis, Deep Learning, Convolutional Neural Networks, Network Model, Model Training, Computer Vision

    ★ 4.7 (49) · Advanced · Guided Project · Less Than 2 Hours

    Category: Free
    Free
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    Coursera

    Diabetes Disease Detection with XG-Boost and Neural Networks

    Skills you'll gain: Artificial Neural Networks, Data Visualization, Exploratory Data Analysis, Scientific Visualization, Applied Machine Learning, Model Training, Classification Algorithms, Predictive Modeling, Deep Learning, Data Analysis, Predictive Analytics, Machine Learning Algorithms, Model Evaluation, Machine Learning, Diagnostic Tests, Python Programming

    ★ 4.9 (10) · Beginner · Guided Project · Less Than 2 Hours

What brings you to Coursera today?

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    Coursera

    Tweet Emotion Recognition with TensorFlow

    Skills you'll gain: Recurrent Neural Networks (RNNs), Tensorflow, Model Optimization, Python Programming, Model Training, Natural Language Processing, Data Preprocessing, Applied Machine Learning, Artificial Neural Networks, Text Mining, Machine Learning Algorithms, Deep Learning, Classification Algorithms, Machine Learning

    ★ 4.5 (174) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
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    Coursera

    Visualizing Filters of a CNN using TensorFlow

    Skills you'll gain: Tensorflow, Convolutional Neural Networks, Applied Machine Learning, Image Analysis, Python Programming, Jupyter, Artificial Neural Networks, Deep Learning, Software Visualization, Machine Learning

    ★ 4.4 (84) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
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    Coursera

    Fake News Detection with Machine Learning

    Skills you'll gain: Recurrent Neural Networks (RNNs), Exploratory Data Analysis, Deep Learning, Text Mining, Plot (Graphics), Artificial Neural Networks, Data Cleansing, Data Import/Export, Data Preprocessing, Natural Language Processing, Model Training, Python Programming, Machine Learning, Automation

    ★ 4.6 (266) · Beginner · Guided Project · Less Than 2 Hours

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    Coursera

    Business Analysis & Process Management

    Skills you'll gain: Process Analysis, Process Modeling, Business Process, Business Analysis, Process Mapping, Process Management, Process Flow Diagrams, Business Process Modeling, Business Modeling, Stakeholder Management, Stakeholder Analysis, Computer Literacy

    ★ 4.5 (7.6K) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
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    Coursera

    Google Ads for Beginners

    Skills you'll gain: Google Ads, Keyword Research, Target Audience, Pay Per Click Advertising, Search Engine Marketing, Advertising Campaigns, Campaign Management, Advertising, Online Advertising, Digital Advertising, Paid media, Marketing, Digital Marketing, Return On Investment

    ★ 4.4 (6K) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
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    Coursera

    Création de Designs Marketing avec Canva

    Skills you'll gain: Social Media Content, Social Media Marketing, Social Media, Marketing Design, Social Media Strategy, Content Creation, Marketing, Branding, Brand Management, Dashboard

    ★ 3.9 (48) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
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    Coursera

    Configure and Test Basic Network Connectivity

    Skills you'll gain: Dynamic Host Configuration Protocol (DHCP), Virtual Networking, Network Administration, Network Troubleshooting, System Configuration, TCP/IP, Computer Networking, Local Area Networks, General Networking, Virtual Environment, Servers, Networking Hardware, Network Engineering, Simulations, Configuration Management, Information Technology, Verification And Validation

    ★ 4.5 (91) · Intermediate · Guided Project · Less Than 2 Hours

What brings you to Coursera today?

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In summary, here are 10 of our most popular neural network courses

  • Deep Learning with PyTorch : Generative Adversarial Network: Coursera
  • Pneumonia Classification using PyTorch: Coursera
  • CNNs with TensorFlow: Basics of Machine Learning: Coursera
  • Deep Learning with PyTorch : Siamese Network: Coursera
  • Diabetes Disease Detection with XG-Boost and Neural Networks: Coursera
  • Tweet Emotion Recognition with TensorFlow: Coursera
  • Visualizing Filters of a CNN using TensorFlow: Coursera
  • Fake News Detection with Machine Learning: Coursera
  • Business Analysis & Process Management: Coursera
  • Google Ads for Beginners: Coursera

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