Course information

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

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Who should attend this Neural Networks with Deep Learning Training Course?

The Neural Networks with Deep Learning Course will provide you a deep understanding of Neural Network Architectures and how they can be leveraged in various applications and industries through Deep Learning techniques. The following are some professionals who can greatly benefit from this course:

  • Data Scientists
  • Machine Learning Engineers
  • Software Developers
  • Data Engineers
  • DevOps Engineers
  • UI/UX Designers
  • Regulatory and Compliance Professionals

Prerequisites of the Neural Networks with Deep Learning Training Course

There are no formal prerequisites for this Neural Networks with Deep Learning Training, but a basic understanding of the Python programming language would be helpful.

Neural Networks with Deep Learning Training Course Overview

Neural Networks are a set of algorithms designed to identify patterns. These are developed to imitate the human brain. Neural networks translate sensory data through labelling or clustering raw input and machine perception. These networks identify numerical patterns that are stored in vectors. All the real-world data, including text, images, or sound, must be translated into these numerical patterns. Neural networks can be thought of as a clustering and classification layer on top of the data stored and managed.

The Knowledge Academy’s Neural Networks with Deep Learning Training course will provide delegates with an understanding of deep learning and neural networks. Delegates will be familiarised with basic concepts of neural networks such as binary classification, logistic regression, derivatives, and vectorisation.

During this 1-day training course, delegates will be introduced to Python and Jupyter/IPython notebooks. Delegates will learn about shallow neural networks, including vectorised implementation, activation functions, and backpropagation intuition. In addition, delegates will also gain knowledge on the concepts of deep neural networks involving deep L-layer neural network, deep representations, and forward and backward propagation.

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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

Our Minneapolis 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.

Minneapolis is the larger of the two cities that are known as the Twin Cities (Minneapolis and St Pauls).  It is the largest city in the state of Minnesota and has an estimated total population of around 410,000 people. Minneapolis and Saint Paul anchor the second-largest economic center in the Midwest. 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. There are around 40,000 pupils enrolled in Minneapolis primary and secondary schools. There are around 100 schools including 45 elementary schools, 7 middle schools and 7 high schools. The Minneapolis school system has a graduate rate of 44% which makes it the 6th worst city from the country’s 50 biggest cities. The city is home to the main campus of the University of Minnesota. There are around 50,000 students attending this university, studying for undergraduate and graduate degrees. The school is ranked 123rd in the world rankings of universities, which makes it a top 50 ranked American school. The University of Minnesota was ranked highest in counseling and personnel services, chemical engineering, psychology, macroeconomics, applied mathematics and non-profit management. At The Knowledge Academy we offer over 50,000 classroom based training courses in the United States, including popular locations such as Minneapolis.

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Address

Fifth Street Towers
100 South Fifth Street
19th Floor
Minneapolis
Minnesota
55402

T: +1 7204454674

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 Course in Minneapolis. 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 Neural Networks With Deep Learning Training Course in Minneapolis, 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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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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What our customers are saying

Neural Networks With Deep Learning Training Course in Minneapolis FAQs

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The training fees for certification in Minneapolis starts from $2495
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Flexible delivery methods are available depending on your learning style.

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High quality resources

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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