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Neural Networks with Deep Learning Training Overview
Neural Networks with Deep Learning Training Course Outline
Module 1: Introduction to Neural Networks
- Introduction to Neural Networks
- Supervised Learning with Neural Networks
Module 2: Neural Networks Fundamentals
- Binary Classification
- Logistic Regression
- Gradient Descent and Derivatives
- Computational Graph
- Vectorisation
- Introduction to Python
- Jupyter/IPython Notebooks
Module 3: Shallow Neural Networks
- Representation of a Neural Networks
- Computing the Output of a Neural Network
- Vectorised Implementation
- Feed Forward
- Back Propagation
- Hidden Layer
- Activation Functions
- Gradient Descent for Neural Networks
Module 4: Deep Neural Networks
- Deep L-Layer Neural Network
- Forward Propagation
- Computational Graphs
- Backward Propagation
- Neural Networks Training
- Deep Representations
- Building Blocks
- Difference Between Parameters and Hyperparameters
Who should attend this Neural Networks with Deep Learning Training Course?
The Neural Networks with Deep Learning Course is designed for individuals working in data science, artificial intelligence, and related fields who wish to deepen their understanding and practical skills in deep learning. The following are some professionals for whom this course can be beneficial:
- Data Scientists
- AI Engineers
- Software Developers
- Machine Learning Engineers
- Researchers
- Analysts
- IT Professionals
Prerequisites of the Neural Networks with Deep Learning Training Course
There are no formal prerequisites for this Neural Networks with Deep Learning Course. However, a basic understanding of programming and familiarity with machine learning concepts would be beneficial.
Neural Networks with Deep Learning Training Course Overview
Deep Learning is a subset of Artificial Intelligence (AI) that focuses on algorithms inspired by the structure and function of the human brain's neural networks. It's pivotal in revolutionising industries like healthcare, finance, and technology by enabling machines to learn from data, recognise patterns, and make intelligent decisions autonomously.
Proficiency in Deep Learning is crucial for Data Scientists, AI Engineers, Software Developers, and Researchers. Mastering this field empowers professionals to create innovative image and speech recognition solutions, natural language processing, autonomous vehicles, and predictive analytics. It is essential for those aiming to stay competitive and drive technological advancements across various industries.
This intensive 1-day course equips delegates with fundamental concepts and practical skills in deep learning. Through hands-on workshops and expert-led sessions, delegates comprehensively understand neural networks, convolutional and recurrent neural networks, and their applications. Delegates learn to implement deep learning models, interpret results, and optimise algorithms for diverse real-world scenarios.
Course Objectives
- To understand the foundational principles of neural networks
- To explore various deep learning architectures, including CNNs and RNNs
- To apply Deep Learning algorithms in image and speech recognition tasks
- To analyse and interpret profound learning model results effectively
- To optimise and fine-tune neural networks for improved performance
- To comprehend ethical considerations in deploying deep learning solutions
Upon completing this course, delegates will have acquired the knowledge and skills necessary to implement and optimise deep learning models using TensorFlow, making them invaluable assets in their professional fields.
What’s included in this Neural Networks with Deep Learning Training Course?
- World-Class Training Sessions from Experienced Instructors
- Neural Networks with Deep Learning Certificate
- Digital Delegate Pack
Why choose us
Ways to take this course
Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Neural Networks with Deep Learning Training. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.
Live classes
Join a scheduled class with a live instructor and other delegates.
Interactive
Engage in activities, and communicate with your trainer and peers.
Global Pool of the Best Trainers
We handpick from a global pool of expert trainers for our Online Instructor-led courses.
Expertise
With 10+ years of quality, instructor-led training, we equip professionals with lasting skills for success.
Global Reach
With classes running in all timezones, access any of our courses and course material from anywhere, anytime.
Unlock your potential with The Knowledge Academy's Neural Networks with Deep Learning Training, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.
Experience the most sought-after learning style with The Knowledge Academy's Neural Networks with Deep Learning Training. Available in 490+ locations across 190+ countries, our hand-picked Classroom venues offer an invaluable human touch. Immerse yourself in a comprehensive, interactive experience with our expert-led Neural Networks with Deep Learning Training sessions.
Highly experienced trainers
Boost your skills with our expert trainers, boasting 10+ years of real-world experience, ensuring an engaging and informative training experience
State of the art training venues
We only use the highest standard of learning facilities to make sure your experience is as comfortable and distraction-free as possible
Small class sizes
Our Classroom courses with limited class sizes foster discussions and provide a personalised, interactive learning environment
Great value for money
Achieve certification without breaking the bank. Find a lower price elsewhere? We'll match it to guarantee you the best value
Streamline large-scale training requirements with The Knowledge Academy’s In-house/Onsite Neural Networks with Deep Learning Training at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.
Tailored learning experience
Leverage benefits offered from a certification that fits your unique business or project needs
Maximise your training budget
Cut unnecessary costs and focus your entire budget on what really matters, the training.
Team building opportunity
Our Neural Networks with Deep Learning Training offers a unique chance for your team to bond and engage in discussions, enriching the learning experience beyond traditional classroom settings
Monitor employees progress
The course know-how will help you track and evaluate your employees' progression and performance with relative ease
What our customers are saying
Neural Networks with Deep Learning Training FAQs
Neural Networks are computational models inspired by the human brain, and Deep Learning involves using these networks to analyse complex patterns in large datasets.
The training fees for Neural Networks with Deep Learning Trainingin Ireland starts from €2295
The Knowledge Academy is the Leading global training provider for Neural Networks with Deep Learning Training.
Please see our Artificial Intelligence & Machine Learning courses available in Ireland
Why choose us
Best price in the industry
You won't find better value in the marketplace. If you do find a lower price, we will beat it.
Many delivery methods
Flexible delivery methods are available depending on your learning style.
High quality resources
Resources are included for a comprehensive learning experience.
"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"
Joshua Davies, Thames Water
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