Course information

Deep Learning Course Outline

Module 1: Machine Learning Basics

  • What is Machine Learning?
  • Need for Machine Learning
  • Types of Machine Learning

Module 2: Introduction to Deep Learning

  • Importance of Deep Learning
  • How Deep Learning Works?
  • Difference Between Deep Learning and Machine Learning

Module 3: Artificial Neural Network

  • Introduction
  • Characteristics of Artificial Neural Network

Module 4: Deep Neural Networks

  • Feedforward Networks
  • Convolutional Neural Networks
  • Recurrent Neural Networks

Module 5: Linear Algebra

  • Mathematical Objects
  • Computational Rules in Linear Algebra
  • Matrix Multiplication Properties

Module 6: Probability

  • Terminology
  • Random Variables
  • Probability Distributions
  • Marginal Probability
  • Conditional Probability
  • Chain Rule of Conditional Probabilities
  • Baye’s Rule

Module 7: Auto Encoders

  • Need of Auto Encoder
  • Architecture of Auto Encoders
  • Applications of Auto Encoders

Module 8: Computational Graphs

  • What are Computational Graphs?

Module 9: Monte Carlo Methods

  • Introduction
  • Machine Learning in Monte Carlo Method

Module 10: Deep Generative Models

  • Introduction
  • Boltzmann Machines
    • Functioning of Boltzmann Machines

Module 11: Deep Learning Applications

  • Applications of Deep Learning

Module 12: Libraries and Frameworks

  • Libraries
  • Framework
    • Features of Deep Learning Framework

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Who should attend this Deep Learning Course?

This Deep Learning Training Course aims at equipping individuals with knowledge of Natural Language Processing, Robotics, and even Healthcare. This course will teach Deep Learning algorithms, technologies, and applications providing learners the skills needed to implement and adapt Deep Learning models for different tasks. This course can be beneficial for a wide range of professionals, including:

  • Data Scientists
  • Machine Learning Engineers
  • Research Scientists
  • Software Developers
  • Artificial Intelligence (AI)/Machine Learning (ML) Product Managers
  • Business Analysts
  • Finance Professionals

Prerequisites of the Deep Learning Course

To attend this Deep Learning Training Course, delegates should have a basic understanding of Python, Linear Algebra, and Probability.

Deep Learning 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 Course 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 Deep Learning Training 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
  • To develop practical skills through hands-on exercises and case studies
  • To foster confidence in applying deep learning techniques in real-world projects

After completing the Deep Learning Training, delegates receive a certification validating their proficiency in deep learning fundamentals. This certification attests to their understanding of neural network concepts, ability to design and implement deep learning models, and skills in utilising these techniques to solve practical problems effectively.

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What’s included in this Deep Learning Course?

  • World-Class Training Sessions from Experienced Instructors 
  • Deep Learning Certificate
  • Digital Delegate Pack

 

Why choose us

Our Jacksonville venue

Includes..

Free Wi-Fi

To make sure you’re always connected we offer completely free and easy to access wi-fi.

Air conditioned

To keep you comfortable during your course we offer a fully air conditioned environment.

Full IT support

IT support is on hand to sort out any unforseen issues that may arise.

Video equipment

This location has full video conferencing equipment.

Jacksonville is the biggest city in the state of Florida. It is the biggest city by area in the United States. Jacksonville has an estimated population of around 854,000 people, making it the most populous city in Florida also. Education in the USA is provided by both public and private schools, and is mandatory until the age of 16.  Pupils conducting their schooling within the USA start off at preschool, followed by elementary school, then middle school, before finishing at high school.  At age 18, US citizens are able to engage in higher education.  Higher education in the USA normally comes in the form of a college, undergraduate school, or a community college – that latter of which doesn’t normally cost anything to attend.  Candidates participating in a course at a college will gain credits towards a bachelor’s degree, whilst candidates participating a course at a community college will be earning credits in order to achieve an associate’s degree. Primary and secondary education in Jacksonville is overseen by the Duval County Public Schools board. There is roughly 125,000 pupils in the Jacksonville school district, attending 173 schools. There are approximately 62 magnet schools in this area to serve those pupils with a specialised academic or artistic interest. Three schools in Jacksonville are a regular feature in a list of the country’s top high schools. These are: Stanton College Preparatory School, Darnell-Cookman School of the Medical Arts and Paxon School for Advanced Studies. Jacksonville is home to a number of higher education institutes, such as: University of North Florida, Jacksonville University and Edwards Waters College. The latter is the United States oldest black college, it was established in 1866 in order to educate the freed former slaves. Jacksonville University is a private university, established in 1934. It offers over 70 majors and programs at the undergraduate level, as well as several Master's programs. At The Knowledge Academy we offer over 50,000 classroom based training courses in the United States, including popular locations such as Jacksonville.

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Address

Aetna
841 Prudential Drive
12th Floor
Jacksonville
Florida
32207

T: +1 7204454674

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Deep Learning Course in Jacksonville. 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.

Unlock your potential with The Knowledge Academy's Deep Learning Course in Jacksonville, 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.

Streamline large-scale training requirements with The Knowledge Academy's In-house/Onsite at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.

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Tailored learning experience

Leverage benefits offered from a certification that fits your unique business or project needs

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Maximise your training budget

Cut unnecessary costs and focus your entire budget on what really matters, the training.

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Team building opportunity

Our offers a unique chance for your team to bond and engage in discussions, enriching the learning experience beyond traditional classroom settings

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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

Deep Learning Course in Jacksonville FAQs

Deep Learning is a branch of Machine Learning using neural networks to imitate human brain functions, processing data in complex layers for tasks like image recognition and language processing.
Machine learning is a subset of AI that focuses on algorithms learning from data to make predictions, while deep learning is a specialised area within machine learning that uses neural networks with many layers to model complex patterns, particularly in large datasets.
The Deep Learning Training enhances skills in building neural networks, improving AI model performance, and understanding algorithms. It equips individuals with the knowledge to solve complex problems and advance in data science and AI careers.
To attend this Deep Learning Course, delegates should have a basic understanding of Python, Linear Algebra, and Probability.
This Deep Learning Training is ideal for data scientists, AI researchers, software engineers, and professionals keen to enhance their skills in machine learning, neural networks, and AI technologies for solving complex business challenges.
Yes, The Knowledge Academy offers 24/7 support for Deep Learning Online Courses via phone & email before attending, during, and after the course. Our customer support team is available to assist and promptly resolve any issues you may encounter.
In this Deep Learning Online Training, delegates will have intensive training with our experienced instructors, a digital delegate pack consisting of important notes related to this course, and a certificate after course completion.
This course takes 1-day to complete during which delegates participate in intensive learning sessions that cover various course topics.
In this Deep Learning Specialisation, you will learn to design, build, and optimise neural networks, understand key algorithms, implement deep learning models, and apply AI techniques to solve real-world problems in various industries.
Upon completing the Deep Learning Certification, you will gain practical skills in building and training neural networks, optimising machine learning models, working with deep learning frameworks, and applying AI solutions to real-world problems.
While prior experience in programming, machine learning, or data science is beneficial, it is not essential. The course is designed to accommodate beginners, gradually building the necessary skills for deep learning applications.
With this training, you can pursue roles such as Data Scientist, Machine Learning Engineer, AI Specialist, Deep Learning Engineer, and Research Scientist, applying advanced AI techniques to solve complex business and technological challenges.
If you face any issues in accessing the Deep Learning Course materials, then you can reach out to our customer support team who will provide you with quick assistance to resolve the issue.
Yes, the certification includes practical components and hands-on activities, where you will work on building and training neural networks, applying deep learning frameworks, and solving real-world problems to reinforce theoretical concepts.
The Knowledge Academy provides flexible self-paced training for this course. Self-paced training is beneficial for individuals who have an independent learning style and wish to study at their own pace and convenience.
Yes, we provide corporate training for this course, tailored to fit your organisation’s requirements.
The Knowledge Academy in Jacksonville stands out as a prestigious training provider known for its extensive course offerings, expert instructors, adaptable learning formats, and industry recognition. It's a dependable option for those seeking this course.
The training fees for Deep Learning Coursein Jacksonville starts from $2495
The Knowledge Academy is the Leading global training provider for Deep Learning Course.
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Flexible delivery methods are available depending on your learning style.

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Resources are included for a comprehensive learning experience.

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"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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