Deep Learning on Azure with Python: Reinforcement Learning

BY
CloudSwyft Global Systems, Inc via Futurelearn

Explore reinforcement learning algorithms and problems by joining the Deep Learning on Azure with Python: Reinforcement Learning online course by FutureLearn.

Mode

Online

Duration

6 Weeks

Quick Facts

particular details
Medium of instructions English
Mode of learning Self study
Mode of Delivery Video and Text Based
Learning efforts 5 Hours Per Week

Course overview

The Deep Learning on Azure with Python: Reinforcement Learning programme is aimed at introducing you to reinforcement learning (RL). You will use Python in Microsoft Azure to explore its relevant formal notation and various RL techniques. During this course, you will understand how RL uses Artificial Intelligence (AI) to solve complicated problems that involve numerous decisions.

During the Deep Learning on Azure with Python: Reinforcement Learning certification course, you will also discover how RL is implemented in neural networks to create more refined algorithms. Furthermore, you will study common relational algorithms like temporal difference learning and dynamic programming algorithms. The curriculum will also cover Bandits, Policy Gradient, Approximate Solution Methods, and Actor-Critic RL that Works.

The Deep Learning on Azure with Python: Reinforcement Learning training will make you skilled to implement the RL methods in Microsoft’s Azure Cognitive Services. This six-week-long online course is curated by CloudSwyft Global Systems. You also have the option to receive a course completion certificate at the end of this programme.

The highlights

  • E-certificate
  • IT and Computer Science programme
  • Requires 5 hours/week study
  • Free access
  • Self-directed learning
  • 6-weeks programme
  • Offered by CloudSwyft

Program offerings

  • Up-to-date curriculum
  • An offering of cloudswyft
  • Self-paced learning
  • Free trial access
  • A shareable certificate
  • 6-weeks training

Course and certificate fees

  • With the seven-day free trial, you can join the Deep Learning on Azure with Python: Reinforcement Learning course for free.

  • In case you want a certificate and other paid benefits, you have to subscribe to Rs. 900/month plan.

Deep Learning on Azure with Python: Reinforcement Learning fee structure

Course option

Fee in INR

Deep Learning on Azure with Python: Reinforcement Learning (7-day free trial)

Free

Deep Learning on Azure with Python: Reinforcement Learning (monthly plan with certification)

Rs. 900/month

certificate availability

Yes

certificate providing authority

Futurelearn

Who it is for

The Deep Learning on Azure with Python: Reinforcement Learning training is suitable for anyone who wants to learn about AI, Deep Learning and Machine Learning.

Eligibility criteria

You need a solid understanding of Computer Science and Mathematics concepts before joining the Deep Learning on Azure with Python: Reinforcement Learning programme. Also, prior knowledge of Python would be beneficial in learning efficiently.

What you will learn

Knowledge of artificial intelligence Knowledge of deep learning Data science knowledge Knowledge of algorithms Machine learning

After finishing Deep Learning on Azure with Python course, you will learn:

  • Applied Markov decision process
  • Applied temporal difference learning
  • Debated reinforcement learning problem
  • Applied dynamic programming

The syllabus

Bandits

Approximate Solution Methods

Policy Gradient

Actor-Critic RL that Works

Admission details

Step 1 –Visit https://www.futurelearn.com/courses/deep-learning-fundamentals for FutureLearn’s Deep Learning on Azure with Python: Reinforcement Learning course page.

Step 2 – Click on the ‘Start your free 7-day trial’ near the top of this page. A signup form will appear.

Step 3 – Use your Google or Facebook account to log in. Alternatively, you have to create a new account by providing some details and clicking the ‘Register’ button.

Step 4 – To start your free trial, you will be redirected to the payments page, where you have to enter your payment details. Lastly, hit the ‘Subscribe now’ button to enrol in the Deep Learning on Azure with Python: Reinforcement Learning programme.


Filling the form

You can join the Deep Learning on Azure with Python: Reinforcement Learning online training without filling any application form. Simply log on to FutureLearn’s web portal, create an account and provide payment info to start your seven-day free trial. For registering, you must enter some details like name, email ID, age, etc. Or, you can link an existing social account to sign in directly.

How it helps

This course is developed to equip you with job-relevant skills. Also, you can choose to receive the Deep Learning on Azure with Python: Reinforcement Learning certificate after completing the programme. This industry-specific e-certificate will boost your employability considerably.

The Deep Learning on Azure with Python: Reinforcement Learning programme by FutureLearn is designed to be flexible to fit your unique schedule. This course, being completely self-paced, will let you study in your comfort from anywhere.

FAQs

Which organisation certifies this programme?

CloudSwyft Global Systems, Inc. certifies Deep Learning on Azure with Python course.

How much time should I devote to learning?

Although the Deep Learning on Azure with Python: Reinforcement Learning programme is 100% self-paced, you need to devote five hours per week to studying.

What information will be mentioned on the course certificate?

The Deep Learning on Azure with Python: Reinforcement Learning certificate will have CloudSwyft’s logo, instructors signature and your name. 

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