Jumpstart your deep learning journey with this intensive two-day Deep Learning Essentials Boot Camp. In this hands-on course, you'll gain the practical skills needed to apply deep learning techniques using TensorFlow to solve real-world data problems. Deep learning, a key subset of machine learning, powers advancements in AI by mimicking the way the human brain processes information, enabling you to build models that handle complex data and make accurate predictions for your organization.
The course will guide you through the essential topics required for deep learning proficiency. You'll begin with the foundational concepts of machine learning and neural networks, followed by implementing these networks using TensorFlow. Along the way, you'll learn how to preprocess data, work with different data types, and enhance model performance through regularization and hyperparameter tuning. The course also explores advanced topics such as classification models, transfer learning, and the use of pre-trained networks like ImageNet. With 40% of the course dedicated to hands-on labs, you'll gain experience building, training, and optimizing models in real-time using the latest tools and techniques.
By the end of the course, you will have a solid understanding of how to build deep learning models from scratch, tune them for better performance, and use pre-trained networks to speed up development. With guidance from an industry expert and exposure to state-of-the-art tools, you'll leave equipped to apply deep learning strategies to your organization's data-driven initiatives.
This course combines engaging instructor-led sessions, valuable demonstrations, and hands-on labs designed to help you:
This course is designed for technical professionals who are ready to integrate deep learning into their data projects. It's ideal for data scientists, developers, machine learning engineers, and analysts who want to extend their skill set into deep learning. It's also suited for business analysts and other technical stakeholders involved in data-driven decision-making who need to understand the potential of deep learning in solving complex business challenges. Python experience is required.
To get the most out of this course, participants should have the following skills and knowledge:
Next Steps / Follow-on Courses: We offer a wide variety of follow-on courses and learning paths for Python, Big Data, Machine Learning, Generative AI, AI for Business, GPT, Applied AI, Azure OpenAI, Google BARD, AI for developers, testers, data analytics, deep learning, programming, intelligent automation and many other related topics. Please see our catalog for the current Python, Data Science, AI & Machine Learning Courses, Learning Journeys & Skills Roadmaps, list courses and programs.
Please note that this list of topics is based on our standard course offering, evolved from typical industry uses and trends. We'll work with you to tune this course and level of coverage to target the skills you need most. Topics, agenda and labs are subject to change, and may adjust during live delivery based on audience skill level, interests and participation.
1. Introduction to Machine Learning with TensorFlow
2. Loading and Processing Data
3. TensorFlow Development
4. Regression and Classification Models
5. Classification Models
6. Regularization and Hyperparameter Tuning
7. Pre-Trained Networks
Bonus Content: Exploring Generative Models in Deep Learning
Bonus: Recurrent Neural Networks
Bonus: Generative Models
Tailor your learning experience with Trivera Tech. Whether you need a custom course offering or want to schedule a specific date and time for corporate training, we are here to help. Our team works with you to design a solution that fits your organization's unique needs; whether that is enrolling a small team or your entire department. Simply let us know how many participants you'd like to enroll and the skills you want to develop, and we will provide a detailed quote tailored to your request.
Contact Trivera Today to discuss how we can deliver personalized training that equips your team with the critical skills needed to succeed!
