NVIDIA Deep Learning Institute (DLI) workshops, hosted by Boston, offer hands-on training for developers, data scientists, and researchers looking to solve challenging problems with deep learning.
Through self-paced labs and instructor-led workshops, the Deep Learning Institute teaches the latest techniques for designing, architecting, and deploying neural network-powered machine learning across a variety of application domains.
Students of the DLI will explore widely used open-source frameworks and NVIDIA’s latest GPU-accelerated deep learning platforms. Boston are pleased to be DLI Delivery Partners providing training globally. Whilst we organise several public courses through the year, and our trainers TA at GTC's across the world, Boston recommends Private Workshops for organisations, so that they may benefit from our trainers' expertise to tailor workshops to their requirements.
Learn how deep learning works through hands-on exercises in computer vision and NLP
FRAMEWORKS: TensorFlow 2 with Keras, pandas
LANGUAGE: English, Japanese, Korean, Simplified Chinese, Traditional Chinese
PRE-REQUISITES: An understanding of fundamental programming concepts in Python such as functions, loops, dictionaries, arrays
Learn how to use Transformer-based natural language processing models for text classification tasks
FRAMEWORKS: PyTorch, pandas, NVIDIA NeMo ™, NVIDIA Triton™ Inference Server
LANGUAGE: English, Korean, Simplified Chinese
PRE-REQUISITES: Experience with Python coding and use of library functions and parameters
Use multiple GPUs to effectively parallelise training of deep neural networks using TensorFlow
FRAMEWORKS: TensorFlow, Keras, Horovod
LANGUAGE: English, Korean, Japanese, Simplified/Traditional Chinese
PRE-REQUISITES: Experience with stochastic-gradient-descent mechanics, network architecture and parallel computing
Learn how to use Numba to accelerate Python programs to run of massively parallel NVIDIA GPUs
FRAMEWORKS: CUDA, Python, Numba, NumPy
LANGUAGE: English, Simplified/Traditional Chinese
PRE-REQUISITES: Basic Python competency, familiarity with variable types, loops, conditional statements, functions, and array manipulations
Learn how to quickly build and deploy production quality conversational AI applications with real-time transcription and NLP capabilities
FRAMEWORKS: NVIDIA Jarvis, NVIDIA Transfer Learning Toolkit, Kubernetes
LANGUAGE: English
PRE-REQUISITES: Experience with Python coding and use of library functions and parameters, fundamental understanding of a DL framework
Explore the fundamental tools and techniques for building highly effective recommender systems
FRAMEWORKS: CuDF, CuPy, TensorFlow 2, and NVIDIA Triton Inference Server
LANGUAGE: English
PRE-REQUISITES: Intermediate knowledge of Python, including understanding of list comprehension
Design, train, test, and deploy building blocks of a hardware-accelerated industrial inspection pipeline
FRAMEWORKS: TensorFlow, NVIDIA® TensorRT™, Keras
LANGUAGE: English, Simplified/Traditional Chinese
PRE-REQUISITES: Familiarity with deep neural networks, experience with Python and DL frameworks
Learn how to apply CNNs to MRI scans to perform a variety of medical tasks & calculations
FRAMEWORKS: R, MXNet, TensorFlow, Caffe, DIGITS
LANGUAGE: English, Japanese
PRE-REQUISITES: Basic familiarity with deep neural networks and basic coding experience in Python or similar language
Explore how to deploy object detection and tracking networks to evaluate real-time, large-scale video streams
FRAMEWORKS: DeepStream 3.0, TensorFlow
LANGUAGE: English, Korean
PRE-REQUISITES: Experience with deep networks and intermediate-level experience with C++ and Python
The mission of the Boston Training Academy (BTA) is to become a renowned developmental ground for talent engagement, education and solutions across a variety of disciplines. The BTA offers structured, face-to-face, labs and training delivered by world-class trainers that are tailored to the knowledge-base of the attendees. For a range of other courses, please visit the Boston Training Academy.
The Boston Training Academy (BTA) is pleased to launch LIVE and Fully Interactive instructor-led learning, presented by leading industry expert trainers with practical labs at your desk - so no need to travel or change your schedule!
To help our clients make informed decisions about new technologies, we have opened up our research & development facilities and actively encourage customers to try the latest platforms using their own tools and if necessary together with their existing hardware. Remote access is also available