Deep Learning with Python

Deep Learning is the most interesting and powerful Machine Learning technique used in diverse areas like Robotics, AI, and Natural Language Processing. This Deep Learning with Python training course focuses on understanding and building models based on neural networks using Python.

Eligibility: This Deep Learning with Python course is ideal for professionals who seek to polish their statistical and programming skills. Anyone interested in enrolling in this Deep Learning training should have:

• Basic knowledge of programming language 
• Familiarity with statistics

Outline:

Introduction to Deep Learning

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

Overview of Machine Learning concepts

• 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

Deep Learning Modules

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

Building Deep Learning Neural Network

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

Hands-On case study

• Deep Learning Use Cases
• Deep Neural Network – Application

Key Takeaways:
Successful completion of our Deep Learning with Python training will enable the candidates to:

• Become familiar with Deep Learning concepts from basic to advanced
• Develop a thorough understanding of the capabilities, challenges, and outcomes of Deep Learning
• Utilize Python to learn the theoretical concepts and applications of Deep Learning
• Develop Deep Learning applications using the Python programming language
• Train and build Deep Neural Networks

Accreditation:

Our Deep Learning with Python course is accredited by ISO 9001: 2015 and the Knowledge and Human Development Authority (KHDA).

Why Learner's Point:

As the premier Deep Learning with Python course providers in Dubai, we are experienced in imparting the relevant skills and knowledge required. 

Our Deep Learning with Python course offers the following advantages:

• Our Deep Learning with Python course is designed based on real-world scenarios, formulating and evaluating practical requirements
• Our Deep Learning courses strive to provide a reality check and insight into the requirements of a challenging role and how to fulfill it
• We also provide live interactive sessions and hands-on experience through assignments associated with the actual work environment
• To enhance the learning experience of our students we provide organized group sessions and integrated training modules
• Our discrete approach to career guidance enables our students to get successfully placed in renowned organizations