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Neural Networks Courses

Neural networks courses can help you learn the basics of architecture design, backpropagation, activation functions, and optimization techniques. You can build skills in training models, tuning hyperparameters, and evaluating performance metrics. Many courses introduce tools like TensorFlow and PyTorch, that support implementing neural networks in practical applications such as image recognition, natural language processing, and predictive analytics.

Popular Neural Networks Courses and Certifications


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    Coursera

    Design Flawless A/B Tests: Uncover Insights

    Skills you'll gain: Prompt Engineering, Embeddings, Transfer Learning, Unsupervised Learning, Model Training, Machine Learning Methods

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Optimize Deep Learning: Stabilize and Diagnose Models

    Skills you'll gain: Model Optimization, Model Training, Budgeting, Keras (Neural Network Library), Data Preprocessing, Failure Analysis, Root Cause Analysis, Process Improvement and Optimization, Performance Analysis

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Create Image Captioning Models - Deutsch

    Skills you'll gain: Image Analysis, Deep Learning, Model Training, Generative Model Architectures, Model Evaluation

    Advanced · Course · 1 - 4 Weeks

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    Universitat Politècnica de València

    Fundamentos TIC para negocios: Hardware

    Skills you'll gain: Peripheral Devices, Hardware Architecture, Computer Hardware, Hardware Troubleshooting, Computer Architecture, Networking Hardware, Computer Systems, Microarchitecture, USB, Performance Analysis, Performance Tuning, General Networking, Data Storage, Computer Networking, Interoperability, Wireless Networks, Health Technology, Data Storage Technologies

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Master & Manage Linux CentOS Systems

    Skills you'll gain: Package and Software Management, Linux Administration, Command-Line Interface, Linux Servers, Linux, Operating System Administration, Authorization (Computing), Linux Commands, Systems Administration, User Accounts, User Provisioning, Shell Script, Remote Access Systems, Network Security, grep, Network Administration, General Networking, File Management, System Configuration, Software Installation

    Mixed · Course · 1 - 3 Months

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    LearnKartS

    Cloud Network Security & Operations

    Skills you'll gain: Security Information and Event Management (SIEM), Cloud Security, Event Monitoring, Business Continuity Planning, Cloud Management, System Monitoring, Network Security, Continuous Monitoring, Disaster Recovery, Incident Response, Cloud Computing, Cloud Services, Zero Trust Network Access, Computer Security Incident Management, Network Administration, Security Controls, Vulnerability Management, Patch Management, Clinical Monitoring, Configuration Management

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Trust and Security with Google Cloud - 日本語版

    Skills you'll gain: Cloud Security, Encryption, Cloud Standards, Data Security, Cyber Threat Intelligence, Threat Management, Cloud Infrastructure, Cloud Management, Cybersecurity, Security Controls, Network Security, Threat Detection, Infrastructure Security, Public Cloud, Authentications, Google Cloud Platform, Distributed Denial-Of-Service (DDoS) Attacks, Authorization (Computing), Data Storage, Identity and Access Management

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Encoder-Decoder Architecture - 繁體中文

    Skills you'll gain: Keras (Neural Network Library), Tensorflow, Generative AI, Generative Model Architectures, Natural Language Processing, Model Training, Applied Machine Learning

    Advanced · Course · 1 - 4 Weeks

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    Creo Incubator

    Well-being for Entrepreneurs

    Skills you'll gain: Stress Management, Habit Formation, Conflict Management, Emotional Intelligence, Compassion, Personal Development, Resilience, Self-Awareness, Mental Health, Professional Development, Preventative Care, Goal Setting

    Beginner · Course · 1 - 3 Months

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    Coursera

    Build & Optimize TensorFlow ML Workflows

    Skills you'll gain: Tensorflow, Model Optimization, Keras (Neural Network Library), Model Training, MLOps (Machine Learning Operations), Data Pipelines, Performance Tuning, Data Preprocessing, Data Import/Export

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Linux Crash Course for Beginners - 2023

    Skills you'll gain: System Monitoring, Shell Script, Bash (Scripting Language), User Accounts, Linux Commands, Linux, Systems Administration, Linux Administration, User Provisioning, Operating System Administration, Network Troubleshooting, System Configuration, File Management, File Systems, Command-Line Interface, Remote Access Systems, Network Administration, Software Installation, Virtualization and Virtual Machines, Virtual Machines

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Cloud NGFW: Migrate VPC Firewall Rules that use Network Tags

    Skills you'll gain: Google Cloud Platform, Cloud Security, Network Security, Cloud Management, Network Administration, Firewall, Virtual Networking, Data Migration

    Intermediate · Project · Less Than 2 Hours

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

  • Design Flawless A/B Tests: Uncover Insights: Coursera
  • Optimize Deep Learning: Stabilize and Diagnose Models: Coursera
  • Create Image Captioning Models - Deutsch: Google Cloud
  • Fundamentos TIC para negocios: Hardware: Universitat Politècnica de València
  • Master & Manage Linux CentOS Systems: EDUCBA
  • Cloud Network Security & Operations: LearnKartS
  • Trust and Security with Google Cloud - 日本語版: Google Cloud
  • Encoder-Decoder Architecture - 繁體中文: Google Cloud
  • Well-being for Entrepreneurs: Creo Incubator
  • Build & Optimize TensorFlow ML Workflows: Coursera

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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