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Deep Learning Explained

Machine learning utilizes PCs to run prescient models that understand from existing information to conjecture future practices, results, and patterns.

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Microsoft

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Intermediate

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24 Hours

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Machine learning utilizes PCs to run prescient models that understand from existing information to conjecture future practices, results, and patterns.

Course Information

About this course:

Machine learning utilizes PCs to run prescient models that understand from existing information to conjecture future practices, results, and patterns. Profound learning is a machine learning’s sub-field, where models inspired by the way our brain functions are communicated numerically, and the scientific models define parameters, which can be in the request for 1000 to 100+ million, are found out automatically from the information.

Deep learning is a key to AI-powered advancements being created over the globe. In this course of deep learning, you will gain proficiency with an intuitive way to deal with building complex models that assist machines with solving genuine issues with human-like intelligence. The methodologies of intuitive will be converted into working code with pragmatic issues and hands-on understanding. You will figure out how to create and get insights from these models using Python Jupyter notebooks running on your Linux machine or Windows, or on a virtual machine running on Azure. Then again, you can use the platform of MS Azure Notebooks for free.

The normal compensation for a Data Scientist is $129,219 annually.

Course Objective:

  • The segments of a deep neural system and how they cooperate
  • The fundamental sorts of deep neural systems (CNN, MLP, LSTM, RNN) and the kind of information each is intended for.
  • Working information on concepts, vocabulary, and algorithms used in deep learning
  • How to build a start to finish model for recognizing written by hand digit pictures, using an MLP (Multi-Layered Perceptron) and multi-class Logistic Regression.
  • How to build an RNN (Recurrent Neural Network) model to estimate time-series information.
  • How to build a CNN (Convolution Neural Network) model for improved digit acknowledgment.
  • How to build an LSTM (Long Short Term Memory) model to process successive content information.

Audience:

  • Engineers
  • Technology Managers
  • Data Scientist

Prerequisite:

Working knowledge of data science

Basic programming skills

Suggested prerequisite course:

Introduction to Python for Data Science

Data Science Essentials

Outline

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BrandMicrosoft
SubjectsCloud Computing, IT Ops & Management
Lab AccessNo
TechnologyMicrosoft
Learning StyleSelf-Paced Learning
Learning TypeCourse
DifficultyIntermediate
Course Duration24 Hours
LanguageEnglish
VPA DiscountVPA Discount

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Course Expert:

Author

Paul Jackson

 

Paul has over 2 decades of of technical experience as a senior engineer, operations manager & project lead.
He has had hands-on impact within internal IT infrastructure, as well as in hundreds of unique customer environments that resulted in an in-depth knowledge of a wide range of security, identity, cloud, and infrastructure products & features; and a breadth of knowledge in associated network devices and applications.

His specialties include:

Identity, AD, Azure AD, Azure AD Connect, Azure MFA, ADFS, WAP, e-Gap, IAG, UAG, Firewalls, DirectAccess, Load balancers, PKI, Troubleshooting application and network issues, quickly learning new applications/technologies, building and leading tech teams, project management, creating scalable processes.

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