Technologies / Artificial Intelligence

PaddlePaddle - a deep learning platform from basics to advanced techniques

The training provides an in-depth understanding of the PaddlePaddle platform, from fundamental concepts to advanced implementation techniques. Through hands-on workshops, participants learn about the platform's capabilities in the context of a variety of deep learning applications. The program combines theory with intensive programming exercises, using real-world use cases. Classes are conducted in the form of interactive workshops, where each participant implements solutions independently.

Issues

PaddlePaddle platform architecture
Tensor operations and calculations
Neural networks and their implementation
Transfer learning and model adaptation
Natural language processing
Computer vision
Recommendation systems
Teaching with reinforcement
Performance optimization
Implementing models
Monitoring and debugging
Scaling up solutions

Benefits

Upon completion of the training, the participant will be able to independently design and implement deep learning solutions using the PaddlePaddle platform
The ability to effectively train and optimize deep learning models
Will be able to implement models in a production environment with performance considerations
Will master transfer learning and model adaptation techniques for specific applications
Will learn to effectively debug and troubleshoot deep learning models
Will gain practical experience in implementing a variety of neural network architectures
Will learn methods for monitoring and optimizing models in production
Will be able to use advanced deep learning techniques in real-world projects

Who is this training for?

AI developers getting started with PaddlePaddle

Machine learning engineers

Deep learning specialists

Date scientists

AI systems developers

Researchers in the field of artificial intelligence

AI solution architects

Specialists in optimizing deep learning models

Prerequisites

Knowledge of the basics of machine learning
Experience in Python programming
Basic knowledge of neural networks
Understanding the concept of deep learning

Training program

Development environment and tools
Basic tensor operations
Data management and processing
Implementation of models
Construction of neural networks
Training and optimization

Visualization and debugging

Models in natural language processing
Convolutional networks in computer vision

Teaching with reinforcement
Implementation and optimization

Scaling up solutions
Performance optimization
Production monitoring

Delivery Methods

Online

Convenience of participating from anywhere
Interactive live sessions with trainer
Materials available for 30 days
No travel costs

On-site

Direct contact with trainer and group
Intensive hands-on workshops
Networking with other participants
Full focus on learning

Frequently asked questions

Who is the PaddlePaddle - a deep learning platform from basics to advanced techniques training for?

This training is designed for professionals looking to develop skills in paddlepaddle - a deep learning platform from basics to advanced techniques. Required level: advanced.

How long is the PaddlePaddle - a deep learning platform from basics to advanced techniques training?

The training lasts 3. Available in online or on-site format.

Will I receive a certificate?

Yes — every participant receives a completion certificate confirming acquired competencies. EITT holds ISO 9001 accreditation.

Can this training be conducted for a closed group?

Yes — we offer dedicated closed trainings for companies. We customize the program to your team's needs. Contact us for an individual quote.