Udacity

Best Selling Neural Network Courses on Udacity.

Bharath

— 4 min read
Best Selling Neural Network Courses on Udacity.

Udacity is where lifelong learners come to learn the skills they need, to land the jobs they want, to build the lives they deserve. More than 40% of curated courses on Udacity are free, with guided projects and student community support. Udacity is trusted by governments around the world.

Udacity is where lifelong learners come to learn the skills they need, to land the jobs they want, to build the lives they deserve.

More than 40% of curated courses on Udacity are free, with guided projects and student community support. Udacity is trusted by governments around the world.

1. Deep Learning

                                                      - In Collaboration with AWS, Facebook AI

In this Deep Learning Course, you will learn deep learning is driving advances in artificial intelligence that are changing our world. Enroll now to build and apply your own deep neural networks to produce amazing solutions to important challenges.

Become an expert in neural networks, and learn to implement them using the deep learning framework PyTorch. Build convolutional networks for image recognition, recurrent networks for sequence generation, generative adversarial networks for image generation, and learn how to deploy models accessible from a website.

This program has been created specifically for students who are interested in machine learning, AI, and/or deep learning, and who have a working knowledge of Python programming, including NumPy and pandas. Outside of that Python expectation and some familiarity with calculus and linear algebra, it’s a beginner-friendly program.

Included In Product

  • Real-World projects from industry experts.
  • Technical mentor support.
  • Career Services.
  • Flexible Learning program.

Skills Covered

Deep Learning, Neural Networks, Jupyter Notebooks, CNNs, GANs.

Program Offers

  1. Class content.
    a. Content co-created with AWS.
    b. Real-world projects.
    c. Project reviews.
    d. Project feedback from experienced reviewers.
  2. Student Services.
    a. Technical mentor support.
    b. Student community.
  3. Career Services.
    a. Resume Support.
    b. Github review.
    c. LinkedIn profile optimization.

2. Artificial Intelligence for Trading

                                                            - In Partnership With WORLDQUANT

Learn the basics of quantitative analysis, including data processing, trading signal generation, and portfolio management. Use Python to work with historical stock data, develop trading strategies, and construct a multi-factor model with optimization.

This program has been created specifically for students who are interested in AI, and who have a working knowledge of Python & statistical and algebra knowledge. Outside of that Python expectation and some familiarity with calculus and linear algebra, it’s a beginner-friendly program.

Included In Product

  • Real-World projects from industry experts.
  • Technical mentor support.
  • Career Services.
  • Flexible Learning program.

Skills Covered

Momentum Trading Strategy, Smart Beta, Alpha Factors, Natural Language Processing, Deep Learning, Neural Networks.

Program Offers

  1. Class Content
    a.Content co-created with AWS.
    b.Real-world projects.
    c.Project reviews.
    d.Project feedback from experienced reviewers.
  2. Student Services.
    a.Technical mentor support.
    b.Student community.
  3. Career Services.
    a.Resume Support.
    b.Github review.
    c.LinkedIn profile optimization.

3. Computer Vision

               - In Collabortion With Affectiva, Nvidia Deep Learning Institute

Become a computer vision expert with Master the computer vision skills behind advances in robotics and automation. Write programs to analyze images, implement feature extraction, and recognize objects using deep learning models.

Included In Product

  • Real-World projects from industry experts.
  • Technical mentor support.
  • Career Services.
  • Flexible Learning program.

Skills Covered

Convolutional Neural Networks, Recurrent Neural Networks, Simultaneous Localization and Mapping, Object Tracking, Image Classification, Deep Learning.

Program Offers

  1. Class content.
    a.Content co-created with AWS.
    b.Real-world projects.
    c.Project reviews.
    d.Project feedback from experienced reviewers.
  2. Student Services.
    a.Technical mentor support.
    b.Student community.
  3. Career Services.
    a.Resume Support.
    b.Github review.
    c.LinkedIn profile optimization.

4. Deep Reinforcement Learning

                   - In Collaboration With Unity, Nvidia Deep Learning Institute

Master the deep reinforcement learning skills that are powering amazing advances in AI. Then start applying these to applications like video games and robotics.

Included In Product

  • Real-World projects from industry experts.
  • Technical mentor support.
  • Career Services.
  • Flexible Learning program.

Skills Covered

Reinforcement Learning, Neural Networks, PyTorch, Deep Q-Networks(DQN), Deep Deterministic Policy Gradients(DDPG).

Program Offers

  1. Class content.
    a.Content co-created with AWS.
    b.Real-world projects.
    c.Project reviews.
    d.Project feedback from experienced reviewers.
  2. Student Services.
    a.Technical mentor support.
    b.Student community.
  3. Career Services.
    a.Resume Support.
    b.Github review.
    c.LinkedIn profile optimization.

5. Intel Edge AI for IoT Developers

                                                                               - In Collaboration With Intel

Lead the development of cutting-edge Edge AI applications for the future of the Internet of Things. Leverage the Intel® Distribution of OpenVINO™ Toolkit to fast-track development of high-performance computer vision & deep learning inference applications.

Included In Product

  • Real-World projects from industry experts.
  • Technical mentor support.
  • Career Services.
  • Flexible Learning program.

Skills Covered

Edge AI, Computer Vision, Deep Learning, Edge Computing, AI Modeling, Deep Neural Networks(DNN), Convolutional Neural Networks(CNN), loT, Intel® Distribution of OpenVINO™ Toolkit,  Intel® DevCloud for the Edge.

Program Offers

  1. Class content.
    a.Content co-created with AWS.
    b.Real-world projects.
    c.Project reviews.
    d.Project feedback from experienced reviewers.
  2. Student Services.
    a.Technical mentor support.
    b.Student community.
  3. Career Services.
    a.Resume Support.
    b.Github review.
    c.LinkedIn profile optimization.

6. Intro to Deep Learning With PyTorch

                                                                 - In Collaboration With Facebook AI

In this course, you’ll learn the basics of deep learning, and build your own deep neural networks using PyTorch. You’ll get practical experience with PyTorch through coding exercises and projects implementing state-of-the-art AI applications such as style transfer and text generation.

Master building and implementing neural networks for image recognition, sequence generation, image generation, and more.

Included In Product

  • Real-World projects from industry experts.
  • Technical mentor support.
  • Career Services.
  • Flexible Learning program.

Skills Covered

Deep Learning, PyTorch, Neural Networks, CNNs, LSTMs, Style Transfer

Program Offers

  1. Class content.
    a.Content co-created with AWS.
    b.Real-world projects.
    c.Project reviews.
    d.Project feedback from experienced reviewers.
  2. Student Services.
    a.Technical mentor support.
    b.Student community.
  3. Career Services.
    a.Resume Support.
    b.Github review.
    c.LinkedIn profile optimization.



























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