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Deep Learning Courses

Deep learning courses can help you learn neural networks, convolutional networks, and recurrent networks, along with their applications in image recognition and natural language processing. You can build skills in model training, hyperparameter tuning, and performance evaluation, which are crucial for developing effective AI solutions. Many courses introduce tools like TensorFlow and PyTorch, allowing you to implement algorithms and optimize models, making your learning experience hands-on and relevant to current industry practices.


More to explore:

Popular Deep Learning Courses and Certifications


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    Packt

    Advanced C# Techniques, Game Development & Publishing

    Skills you'll gain: User Interface (UI) Design

    Intermediate · Course · 1 - 3 Months

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    Packt

    Advanced Tower Defense Mechanics and Customization

    Skills you'll gain: Animations, User Interface (UI) Design, C# (Programming Language), Performance Tuning

    Advanced · Course · 1 - 4 Weeks

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    Pragmatic AI Labs

    Hugging Face Hub and Ecosystem Fundamentals

    Skills you'll gain: Hugging Face, Model Deployment, Transfer Learning, MLOps (Machine Learning Operations), Data Processing, Model Evaluation, Image Analysis, Natural Language Processing, Applied Machine Learning, Data Pipelines, Knowledge of Apple Hardware

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Apply Dart Programming from Fundamentals to Advanced

    Skills you'll gain: Scalability, Application Design, Event-Driven Programming, Object Oriented Programming (OOP), Functional Design, Application Development, User Flows, Computer Programming, Integrated Development Environments, Software Architecture, Debugging, Mobile Development, Data Validation, Data Analysis

    Beginner · Specialization · 1 - 3 Months

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    Packt

    Routing, Network Devices, and Security

    Skills you'll gain: Routing Protocols, Network Security, Network Routing, TCP/IP, Open Shortest Path First (OSPF), Network Protocols, Network Switches, Virtual Local Area Network (VLAN), Network Monitoring, Virtual Private Networks (VPN), Firewall, Network Infrastructure, Network Troubleshooting, Border Gateway Protocol, Network Performance Management, Virtual Networking, Network Analysis, Authentications, Encryption

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Debug Audio Models: Performance and Root Cause

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Apply Test-Driven ML Code

    Skills you'll gain: Unit Testing, Test Driven Development (TDD), CI/CD, Software Testing, Model Deployment, Testability, MLOps (Machine Learning Operations), Tensorflow, Maintainability, Software Engineering, Machine Learning Methods, Python Programming

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Databricks Associate Developer: Apache Spark with Python

    Skills you'll gain: Apache Spark, PySpark, Databricks, Data Pipelines, Data Processing, Big Data, Apache, Real Time Data, Python Programming, Model Evaluation, Machine Learning, SQL, Data Transformation, Performance Tuning, Distributed Computing

    Intermediate · Course · 1 - 3 Months

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    University of California, Irvine

    TOEFL Preparation

    Skills you'll gain: Oral Comprehension, Vocabulary, Literacy, English Language, Language Competency, Grammar, Writing, Language Learning

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    Rating, 4.4 out of 5 stars
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    706 reviews

    Beginner · Specialization · 1 - 3 Months

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    Coursera

    Engineer Features and Evaluate Models for Production

    Skills you'll gain: MLOps (Machine Learning Operations), Feature Engineering, Model Evaluation, Data Preprocessing, Performance Analysis, Performance Tuning, Predictive Modeling, Data Pipelines, Data Transformation

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    AWS Technical Essentials – Ultimate Training

    Skills you'll gain: Amazon Web Services, AWS Identity and Access Management (IAM), Serverless Computing, Cloud Security, Amazon Elastic Compute Cloud, Load Balancing, Database Management, Cloud Management, Amazon CloudWatch, Scalability, Cloud Computing, Amazon S3, Cloud Infrastructure, Virtual Networking, General Networking, Network Security

    Beginner · Course · 1 - 3 Months

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    Packt

    Fundamentals of Tower Defense Game Development

    Skills you'll gain: C# (Programming Language), Artificial Intelligence

    Intermediate · Course · 1 - 3 Months

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In summary, here are 10 of our most popular deep learning courses

  • Advanced C# Techniques, Game Development & Publishing: Packt
  • Advanced Tower Defense Mechanics and Customization: Packt
  • Hugging Face Hub and Ecosystem Fundamentals: Pragmatic AI Labs
  • Apply Dart Programming from Fundamentals to Advanced: EDUCBA
  • Routing, Network Devices, and Security: Packt
  • Debug Audio Models: Performance and Root Cause: Coursera
  • Apply Test-Driven ML Code: Coursera
  • Databricks Associate Developer: Apache Spark with Python: Packt
  • TOEFL Preparation: University of California, Irvine
  • Engineer Features and Evaluate Models for Production: 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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