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  • Deep Learning

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


  • S

    Stanford Online

    Probabilistic Graphical Models 3: Learning

    Skills you'll gain: Bayesian Network, Applied Machine Learning, Machine Learning Algorithms, Bayesian Statistics, Machine Learning Methods, Markov Model, Statistical Machine Learning, Machine Learning, Network Model, Unsupervised Learning, Statistical Modeling, Model Training, Probability Distribution, Model Optimization, Statistical Methods, Probability & Statistics, Algorithms

    4.6 stars, 305 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.6 (305) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Politecnico di Milano

    Ethics of Artificial Intelligence

    Skills you'll gain: AI literacy, Responsible AI, Social Impact, Decision Intelligence

    4.8 stars, 329 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (329) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    Lund University

    European Business Law: Doing Business in Europe

    Skills you'll gain: Labor Law, Arbitration, Tax Compliance, Environmental Regulations, Environmental Laws, Case Law, Legal Writing, Legal Research, Law, Regulation, and Compliance, Labor Relations, Labor Compliance, Tax Laws, Mediation, Litigation and Civil Justice, Commercial Laws, Regulatory Compliance, Employee Relations, Contract Management, Governance

    4.8 stars, 564 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (564) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • N

    New York University

    Fundamentals of Machine Learning in Finance

    Skills you'll gain: Supervised Learning, Machine Learning Methods, Dimensionality Reduction, Unsupervised Learning, Machine Learning Algorithms, Applied Machine Learning, Decision Tree Learning, Machine Learning, Machine Learning Software, Financial Trading, Financial Market, Reinforcement Learning, Scikit Learn (Machine Learning Library), Financial Services, Market Data, Correlation Analysis, Exploratory Data Analysis, Portfolio Management, Python Programming, Artificial Neural Networks

    3.7 stars, 345 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.7 (345) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Django Features and Libraries

    Skills you'll gain: Django (Web Framework), Application Development, Web Development, Application Deployment, Database Design, Web Applications, Back-End Web Development, Authentications, Object-Relational Mapping, Hypertext Markup Language (HTML), Data Modeling, UI Components, Relational Databases, Python Programming, Data Validation, User Accounts, Network Protocols, User Interface (UI) Design

    4.8 stars, 399 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (399) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • T

    The State University of New York

    How to Get Skilled: Introduction to Individual Skills Management (Project-Centered Course)

    Skills you'll gain: Benchmarking, Peer Review, Professional Development, Constructive Feedback, Planning, Performance Measurement, Performance Analysis, Job Analysis, Organizational Skills, Productivity Software, Personal Development, Dashboard, Competitive Analysis, Goal Setting

    4.1 stars, 226 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.1 (226) · Advanced · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Commonwealth Education Trust

    Foundations of Teaching for Learning: Planning for Teaching and Learning

    Skills you'll gain: Growth Mindedness, Teaching, Lesson Planning, Pedagogy, Trustworthiness, Student Engagement, Instructional Strategies, Interactive Learning, Personal Development, Learning Theory, Curriculum Planning, Lifelong Learning, Rapport Building, Goal Setting, Relationship Building, Professional Development, Planning, Curiosity, Student-Centred Learning, Collaboration

    4.8 stars, 310 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (310) · Mixed · Course · 1 - 3 Months

  • L

    Ludwig-Maximilians-Universität München (LMU)

    Computers, Waves, Simulations: A Practical Introduction to Numerical Methods using Python

    Skills you'll gain: Finite Element Methods, Numerical Analysis, Engineering Analysis, Jupyter, Differential Equations, Applied Mathematics, Mathematical Software, Mathematical Modeling, Distributed Computing, Simulation and Simulation Software, Python Programming, Calculus, Mechanics, Vibrations, Simulations, Derivatives

    4.8 stars, 392 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (392) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Build a Machine Learning Web App with Streamlit and Python

    Skills you'll gain: Machine Learning Algorithms, Dashboard Creation, Classification Algorithms, Interactive Data Visualization, Data Visualization Software, Model Evaluation, Applied Machine Learning, Machine Learning, Scikit Learn (Machine Learning Library), Plot (Graphics), Web Applications, Logistic Regression, Predictive Modeling, Model Training, Data Science, Python Programming, Fine-tuning, Model Optimization, Pandas (Python Package)

    4.7 stars, 419 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.7 (419) · Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Detecting COVID-19 with Chest X-Ray using PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Model Training, Convolutional Neural Networks, Transfer Learning, Image Analysis, Predictive Modeling, Deep Learning, Radiology, Medical Imaging, Computer Vision, Machine Learning, Data Preprocessing, Data Transformation

    4.5 stars, 340 reviews, Intermediate, Guided Project, Less Than 2 Hours

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

  • I

    IBM

    Project: Generative AI Applications with RAG and LangChain

    Skills you'll gain: Vector Databases, LLM Application, Retrieval-Augmented Generation, Generative AI, Embeddings, Document Management, Fine-tuning, User Interface (UI)

    4.8 stars, 272 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (272) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    GPU Programming

    Skills you'll gain: Artificial Neural Networks, Image Analysis, Event-Driven Programming, Scalability, Applied Machine Learning, Deep Learning, C and C++, Memory Management, Performance Tuning, C++ (Programming Language), Digital Signal Processing, Linear Algebra, Distributed Computing, Hardware Architecture, Programming Principles, Computer Architecture, System Programming, Program Development, OS Process Management, Machine Learning

    3 stars, 212 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 3 (212) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
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In summary, here are 10 of our most popular deep learning courses

  • Probabilistic Graphical Models 3: Learning: Stanford Online
  • Ethics of Artificial Intelligence: Politecnico di Milano
  • European Business Law: Doing Business in Europe: Lund University
  • Fundamentals of Machine Learning in Finance: New York University
  • Django Features and Libraries: University of Michigan
  • How to Get Skilled: Introduction to Individual Skills Management (Project-Centered Course): The State University of New York
  • Foundations of Teaching for Learning: Planning for Teaching and Learning: Commonwealth Education Trust
  • Computers, Waves, Simulations: A Practical Introduction to Numerical Methods using Python: Ludwig-Maximilians-Universität München (LMU)
  • Build a Machine Learning Web App with Streamlit and Python: Coursera
  • Detecting COVID-19 with Chest X-Ray using PyTorch: 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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