Deep Learning with Python

Artificial Intelligence (AI) entered the mainstream and revolutionized the way we do the business. It won't surprise you to know that more than 50% of current roles humans perform will be replaced by AI in the next 3 to 5 years

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Course Summary

Artificial Intelligence(AI) entered the mainstream and revolutionized the way we do the business. It won't surprise you to know that more than 50% of current roles humans perform will be replaced by AI in the next 3 to 5 years. There is already a big demand for AI specialists and this demand will be exponentially growing in the coming years. Artificial Intelligence is revolutionizing the way business and gaining Deep Learning skills will make you a scare, highly in demand resource, and has the potential to supercharge your career growth. In simple words, this course will help you build a career in the most coveted domain, AI.

Deep Learning with Python courses will get you ready for an AI career. Deep Learning is also one of the highly coveted skills in the tech industry. This course covers popular Deep Learning algorithms: Convolutional Networks, BatchNorm, RNNS, etc., with the case studies from autonomous driving, healthcare, Natural language processing, etc., With this course, you will not only master the concept behind deep learning but also see the application of the real world.

Course Objectives

  • Introduce Deep Learning AI algorithms
  • Improving Deep Learning models with Optimization and Hyperparameter tuning
  • Convolutional Neural Networks
  • Structuring Deep Learning Projects
  • Hands-on Case Study

Course Module

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  • What is a neural network?
  • Supervised Learning with Neural Networks - Python
  • How Deep Learning is different from Machine Learning

  • What is Machine Learning?
  • Supervised Machine Learning algorithms
  • K-Nearest Neighbors (KNN) concept and application
  • Naive Bayes concept and application
  • Logistic Regression concept and application
  • Classification Trees concept and application
  • Unsupervised Machine Learning algorithms
  • Clustering with K-means concept and application
  • Hierarchical Clustering concept and application

  • Restricted Boltzmann Machines
  • Deep Belief Nets
  • Convolutional Networks
  • Recurrent Nets
  • Autoencoders

  • Deep L-layer neural network
  • Forward Propagation in a Deep Network
  • Building blocks of deep neural networks
  • Parameters vs Hyperparameters

  • Deep Learning Use Cases
  • Deep Neural Network – Application

Learning Approch

  • Designed with a focus on real world relevance
  • Real-world case studies
  • Hands-on Assignments
  • Individualized Instructor
  • Career Guidance
Program
Dates
7 Feb
09:00 AM Sun
Classroom

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Certification (LP Certificate)

Earn a Course Completion Certificate, an official Learners Point credential that confirms that you have successfully completed a course with us.

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Certification (KHDA)

Earn a KHDA attested Course Certificate. The Knowledge and Human Development Authority (KHDA) is the educational quality assurance and regulatory authority of the Government of Dubai, United Arab Emirates.

Expert Instructors & Teaching Methods

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Trainer

We, at Learners Point, take immense pride in our teaching methods and instructors. Our instructors are some of the best experts from their fields and employ a practical approach to learning. Many of them are globally recognised and have a diverse set of experience in their field of expertise. You are always sure to have the best in the industry as your teachers who are ready to guide you at every step and make the experience informative yet enjoyable. Apart from the focus on learning your chosen course, our instructors also encourage students to develop communication skills and interpersonal skills necessary to excel in the practical world. 

 

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Frequently Asked Questions

Our trainings are mostly instructor led and classroom based. However, we also offer high quality live and interactive online sessions.

Our highly skilled faculties from around the globe are experts in their fields and come with decades of diverse industry experience. Our trainers are internationally recognized and locally preferred with rich research driven experience which will ensure highly customizable, engaging and top in the class learning experience.

Choosing LearnersPoint is true value for money as our trainings are right blend of theory and practice and specially developed keeping tomorrow's business needs in mind. All the training sessions are closely monitored through specially designed progress tracker to ensure reinforced and unparalleled learning experience.

Once you have registered for a course and wish to not to proceed with the training for any reason, you are entitled for a refund of the fees provided we are notified in writing within 2 days from the date of initial registration before the training commencement. The refunds are processed within 4 weeks from the day of withdrawal.

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