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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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    AI CERTs

    AI Policy Essentials

    Skills you'll gain: Policy Development, Governance, Data Governance, Data Strategy, Public Policies, Policy Analysis, Regulatory Requirements, Governance Risk Management and Compliance, Artificial Intelligence, Economics, Policy, and Social Studies, Artificial Intelligence and Machine Learning (AI/ML), Market Dynamics, Generative AI, Generative AI Agents, Accountability

    Beginner · Course · 1 - 3 Months

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    Coursera

    ML Production Systems

    Skills you'll gain: Unit Testing, Test Driven Development (TDD), Software Testing, Scalability, Dashboard, MLOps (Machine Learning Operations), Testability, Kubernetes, Version Control, Model Deployment, Performance Tuning, Software Engineering, PyTorch (Machine Learning Library), Tensorflow, CI/CD, Containerization, Docker (Software), Scikit Learn (Machine Learning Library), Git (Version Control System), Python Programming

    Intermediate · Specialization · 1 - 3 Months

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    Coursera

    Forecast Business Metrics: Uncover Value Drivers

    Skills you'll gain: Supervised Learning, Financial Forecasting, Forecasting, Applied Machine Learning, Predictive Modeling, Predictive Analytics, Model Evaluation, Business Analytics, Data Storytelling, Data-Driven Decision-Making, Business Metrics, Scikit Learn (Machine Learning Library), Performance Analysis, Regression Analysis, Feature Engineering, Data Science, Stakeholder Communications, Key Performance Indicators (KPIs), Exploratory Data Analysis

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze and Visualize Data Using Power BI

    Skills you'll gain: Data Presentation, Business Reporting, Management Reporting, Real Time Data, Data Security

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Advanced Game Math - Affine Transformations

    Skills you'll gain: Unity Engine, Animation and Game Design, Video Game Development, Data Structures, Game Design, Computer Graphics, Trigonometry, Linear Algebra, Advanced Mathematics, Applied Mathematics, Algorithms, General Mathematics

    Advanced · Course · 1 - 4 Weeks

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    Packt

    Argo CD for the Absolute Beginners - Hands-On DevOps

    Skills you'll gain: Kubernetes, Prometheus (Software), Application Deployment, CI/CD, Grafana, DevOps, Command-Line Interface, Continuous Delivery, YAML, Git (Version Control System)

    Beginner · Course · 3 - 6 Months

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    Packt

    Cloud Communications, Data Management, and Service Mesh

    Skills you'll gain: Istio, Kubernetes, Cloud-Native Computing, Amazon Web Services, API Gateway, Serverless Computing, Restful API, Cloud Deployment, Microservices, Amazon DynamoDB, Cloud Applications, Redis, Apache Kafka, Data Management, Application Deployment, Containerization, Distributed Computing, NoSQL, Event-Driven Programming, Scalability

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Build Intelligent iOS Apps with Core ML 3: Learn & Apply AI

    Skills you'll gain: Apple iOS, iOS Development, Apple Xcode, Application Deployment, Swift Programming, User Interface (UI), Artificial Intelligence and Machine Learning (AI/ML), Knowledge of Apple Software, Image Analysis, Real Time Data, Mobile Development, Model Deployment, User Interface and User Experience (UI/UX) Design, Computer Vision, Natural Language Processing, Classification Algorithms

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Python Programming and Data Science Foundations for AI

    Skills you'll gain: Object Oriented Programming (OOP), Data Visualization, Seaborn, Flask (Web Framework), Programming Principles, Web Applications, Statistical Methods, Data Analysis Software, Pandas (Python Package), Probability & Statistics, Data Manipulation, Data Structures, UI Components

    Intermediate · Course · 1 - 3 Months

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    Packt

    Future Thinking

    Skills you'll gain: Strategic Thinking, Leadership, Organizational Strategy, Creative Thinking, Collaboration, Business Research, AI Enablement, Data-Driven Decision-Making

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Learn to Choose the Right ML Model

    Skills you'll gain: MLOps (Machine Learning Operations), Applied Machine Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Machine Learning, Predictive Modeling, Scenario Testing, Machine Learning Algorithms, Responsible AI, Regression Analysis, Classification And Regression Tree (CART), Case Studies, Continuous Monitoring, Performance Metric

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Sorting Algorithms, Complexity Analysis, and Optimization

    Skills you'll gain: Algorithms, Data Structures, Pseudocode, Computer Programming, Computational Thinking, Mathematical Theory & Analysis, Analysis, Analytical Skills

    Intermediate · Course · 1 - 3 Months

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

  • AI Policy Essentials: AI CERTs
  • ML Production Systems: Coursera
  • Forecast Business Metrics: Uncover Value Drivers: Coursera
  • Analyze and Visualize Data Using Power BI: EDUCBA
  • Advanced Game Math - Affine Transformations: Packt
  • Argo CD for the Absolute Beginners - Hands-On DevOps: Packt
  • Cloud Communications, Data Management, and Service Mesh: Packt
  • Build Intelligent iOS Apps with Core ML 3: Learn & Apply AI: EDUCBA
  • Python Programming and Data Science Foundations for AI: Packt
  • Future Thinking: 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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