DEEP LEARNING CERTIFICATIONS

  • Explore the fundamentals of deep learning by training neural networks and using results to improve performance and capabilities.
  • In this workshop, you’ll learn the basics of deep learning by training and deploying neural networks. You’ll learn how to:
  • Implement common deep learning workflows, such as image classification and object detection
  • Experiment with data, training parameters, network structure, and other strategies to increase performance and capability
  • Deploy your neural networks to start solving real-world problems
  • Upon completion, you’ll be able to start solving problems on your own with deep learning.
REGISTER
  • Prerequisites: Familiarity with basic programming fundamentals such as functions and variables
  • Frameworks: Caffe, DIGITS
  • Assessment Type: Code-based
  • Languages: English, Chinese, Japanese, Korean
  • Certification Available
  • This workshop explores how convolutional and recurrent neural networks can be combined to generate effective descriptions of content within images and video clips.
  • Learn how to train a network using TensorFlow and the Microsoft Common Objects in Context (COCO) dataset to generate captions from images and video by:
  • Implementing deep learning workflows like image segmentation and text generation
  • Comparing and contrasting data types, workflows, and frameworks
  • Combining computer vision and natural language processing
  • Upon completion, you’ll be able to solve deep learning problems that require multiple types of data inputs.
REGISTER
  • Prerequisites: Familiarity with basic programming fundamentals such as functions and variables
  • Frameworks: TensorFlow
  • Assessment Type: Multiple choice
  • Languages: English
  • Certification Available
  • Learn the latest deep learning techniques to understand textual input using natural language processing (NLP). You’ll learn how to:
  • Convert text to machine-understandable representations and classical approaches
  • Implement distributed representations (embeddings) and understand their properties
  • Train machine translators from one language to another
  • Upon completion, you’ll be proficient in NLP using embeddings in similar applications.
REGISTER
  • Prerequisites: Basic experience with neural networks and Python programming, familiarity with linguistics
  • Frameworks: TensorFlow, Keras
  • Assessment Type: Code-based, multiple choice
  • Languages: English
  • Certification Available

CERTIFICATION

Participants can earn certification to prove subject matter competency and support professional career growth. Certification is offered for all instructor-led workshops.

BRING DLI TO YOUR ORGANIZATION.

Managers can request onsite DLI workshops at their company or organization.

If you’re looking for more comprehensive enterprise training, we’ll work with you to craft a package of courses and lectures that meets your organization’s unique needs. From hands-on online and onsite training to executive briefings and enterprise-level reporting, DLI can help your company transform into an AI organization.