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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.

Popular Deep Learning Courses and Certifications


  • Status: New
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    Coursera

    Design Scalable AI Systems and Components

    Skills you'll gain: Solution Architecture, Systems Design, Architectural Drawing, Artificial Intelligence and Machine Learning (AI/ML), Design Specifications, Load Balancing, Distributed Computing, Dataflow, Data Store, Functional Specification, Diagram Design, Data Pipelines

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Secure Your AI: Threat Modeling

    Skills you'll gain: AI Security, Threat Modeling, IT Security Architecture, Security Engineering, Security Architecture Review, Security Requirements Analysis, Threat Management, Data Flow Diagrams (DFDs), Security Controls, Data Security, Key Management, Cloud Management, Software Documentation, Managed Services, Risk Analysis, Authentications, Technical Communication

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Automate and Evaluate ML Pipeline Tests

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Regression Testing, Unit Testing, Test Case, System Testing, Test Automation, Software Testing, Integration Testing, Test Planning, Verification And Validation, Data Integrity, Continuous Monitoring

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Digital Marketing Foundations & Strategy Basics

    Skills you'll gain: Marketing Effectiveness, Social Media, Social Media Marketing, Marketing Strategy and Techniques, Marketing Strategies, Digital Media Strategy, Social Media Strategy, Customer Analysis, Social Media Content, Social Media Campaigns, Campaign Planning, Marketing, Marketing Analytics, Digital Brand Strategy, Strategic Marketing, Product Promotion, Promotional Strategies, Digital Marketing, Consumer Behaviour, Facebook

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Deploy Resilient AI Microservices with LangChain

    Skills you'll gain: Containerization, LangChain, Microservices, Application Deployment, Cloud Deployment, Docker (Software), Cloud-Native Computing, Model Deployment, Kubernetes, LLM Application, Large Language Modeling, MLOps (Machine Learning Operations), AI Orchestration, AI Integrations, Distributed Computing, Site Reliability Engineering, Prometheus (Software), API Design, Scalability, Continuous Monitoring

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Advanced Oracle Monitoring and Tuning Techniques

    Skills you'll gain: Data Maintenance, Database Architecture and Administration, Database Management Systems, Memory Management

    Advanced · Course · 1 - 3 Months

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    Board Infinity

    Transformers in Action: A Practical Approach to NLP and AI

    Skills you'll gain: Hugging Face, Model Evaluation, Model Optimization, Embeddings, Transfer Learning, LLM Application, Model Training, Recurrent Neural Networks (RNNs), Generative Model Architectures, Fine-tuning, Model Deployment, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Architect AI Solutions: From Needs to Models

    Skills you'll gain: AI Integrations, Generative Model Architectures, Requirements Analysis, Solution Design, Functional Requirement, Business Requirements, Scalability, Systems Integration

    Intermediate · Course · 1 - 4 Weeks

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    LearnQuest

    Practical Machine Learning without Coding

    Skills you'll gain: No-Code Development, Model Training, Model Deployment, Model Optimization, Applied Machine Learning, Machine Learning Software, MLOps (Machine Learning Operations), Machine Learning, Return On Investment, Model Evaluation, Performance Measurement, Business Metrics, Responsible AI, Cloud Deployment, Cloud Computing, Big Data, Scalability, Workflow Management, Continuous Improvement Process, Compliance Management

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Intro to NodeJS

    Skills you'll gain: Node.JS, File I/O, Javascript, Event-Driven Programming, Web Servers, Software Installation, Server Side, Application Development, File Management, Command-Line Interface, TCP/IP, Servers, OS Process Management, Application Deployment, Package and Software Management

    Intermediate · Course · 1 - 3 Months

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    Packt

    Game Development, Data Science, and Machine Learning

    Skills you'll gain: Predictive Modeling, Data Preprocessing, Data Visualization, Plot (Graphics), Predictive Analytics, Statistical Visualization, Model Training, Model Evaluation, Machine Learning Software, Machine Learning Methods, Object Oriented Design, Data Wrangling, Game Design, Data Science, Data Import/Export, Development Environment

    Intermediate · Course · 3 - 6 Months

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    EDUCBA

    Financial Statement Ratio Analysis Mastery

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Working Capital, Financial Analysis, Cash Management, Balance Sheet, Financial Reporting, Cash Flows, Income Statement, Business Metrics, Profit and Loss (P&L) Management, Return On Investment, Gross Profit, Operational Analysis, International Finance, Performance Measurement, Equities, Operational Efficiency, Accounts Receivable, Accounts Payable

    Mixed · Course · 1 - 4 Weeks

1…728729730…834

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

  • Design Scalable AI Systems and Components: Coursera
  • Secure Your AI: Threat Modeling: Coursera
  • Automate and Evaluate ML Pipeline Tests: Coursera
  • Digital Marketing Foundations & Strategy Basics: EDUCBA
  • Deploy Resilient AI Microservices with LangChain: Coursera
  • Advanced Oracle Monitoring and Tuning Techniques: Packt
  • Transformers in Action: A Practical Approach to NLP and AI: Board Infinity
  • Architect AI Solutions: From Needs to Models: Coursera
  • Practical Machine Learning without Coding: LearnQuest
  • Intro to NodeJS: Packt

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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