13 Courses and Certifications

University of Alberta Edmonton Courses & Certifications 2024

  • Ownership: Public/Government
  • Estd. Year: 1908
  • Total Faculty: 2832
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Certificate

Problem Solving, Python Programming, and Video Games

The Problem Solving, Python Programming, and Video Games training course by Coursera is an introductory programme in the field of Python programming and computer science. The programme places heavy emphasis on computer science techniques and methods such as problem decomposition, problem-solving (computational thinking), algorithms, software quality, and abstraction.

Moreover, the Problem Solving, Python Programming, and Video Games programme use the medium of video games through the Python programming language to help you consolidate various computer science techniques you have learnt throughout the programme. But the concepts are not limited to the domain of video games. Candidates can apply them to multiple other functions such as software development, machine learning, artificial intelligence, and more.

Also, the participants of the Problem Solving, Python Programming, and Video Games online course get access to the interactive learning objects. Interactive learning objects or ILO is a virtual environment integrated with the certification course to provide you with a platform for practising and developing algorithms, video games, functional test cases, and problem descriptions.

Lastly, upon successful completion of all the programme modules, practical exercises, and assignments, you will be eligible for the Coursera course completion certificate. 

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12 Weeks
Beginner
Free
Skills Covered:
Problem Solving Ability Computer skills Knowledge of Python
A Complete Reinforcement Learning System Capstone

Offered by

University of Alberta, Edmonton , Alberta Machine Intelligence Institute via Coursera
Certificate

A Complete Reinforcement Learning System (Capstone)

The Reinforcement Learning System (Capstone) certification course is a part of the ‘Reinforcement Learning Specialisation’ programme available on Coursera. This course is the 4th and final course in the series and aims to provide the students with complete practical knowledge on how to carry out Reinforcement Learning solutions in the real world.

In the Reinforcement Learning System (Capstone) online course, students will gain well-rounded and application-based skills that will help them in implementing Reinforcement Learning. They will complete the entire Reinforcement Learning problem-solving process – starting with the formulation of a problem, assessing the appropriate algorithm for the problem, and validating the impacts of the algorithm.

The Reinforcement Learning System (Capstone) programme by Coursera is suited for anyone who is expected to perform RL solutions in their field, along with the knowledge of skills like Machine Learning and Reinforcement Learning. The candidates will delve deep into the formalisation of a problem and how to translate it into an MDP. Finally, they will submit their Parameter Study towards the end of the course.

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6 Weeks
Intermediate
6,634
Skills Covered:
Knowledge of Algorithms Machine learning Knowledge of Artificial Intelligence
Certificate

Software Product Management Capstone

The Software Product Management Capstone certification course by Coursera is a six-week one, where you will learn theories and practical skills of software product management in an organized, online Capstone programme. You will learn to face industry-inspired challenges and handle them using agile, practical skills and techniques. You will learn how to interact with clients in real-life and understand what they exactly need in software requirements to drive software productions.

The Software Product Management Capstone course is offered by the University of Alberta and is taught by a top instructor in Coursera, who will guide you through graded programming assignments, quizzes, course readings, and videos. This is the sixth course in the ‘Software Product Management Specialization’ programme.

Furthermore, the Software Product Management Capstone training by Coursera comprises six modules, each with detailed video-lectures, readings, practice tests and quizzes. It can take approximately 19 hours to complete this course. Since it offers flexible deadlines, you can finish the programme in your own time and earn a shareable certificate from Coursera after completion. The course also provides subtitles in French, English, Greek, Spanish, Portuguese (Brazilian), and Russian.

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6 Weeks
4,087
Skills Covered:
Software development skills Knowledge of Product Management Knowledge of SCRUM
Sample Based Learning Methods

Offered by

University of Alberta, Edmonton , Alberta Machine Intelligence Institute via Coursera
Certificate

Sample-based Learning Methods

The University of Alberta and Alberta Machine Intelligence Institute offer the Sample-based Learning Methods training programme in conjunction with Coursera. An intermediate-level course, the programme is spread across four weeks, with intensive modules on reinforcement learning. The course will also help you understand how learning from experience can help you attain optimal behaviour. 

The Sample-based Learning Methods certification course will help you understand concepts like Temporal Difference learning, Monte Carlo strategy, exploration, dynamic programming, and more. Moreover, the certification course will provide you with a chance to apply TD algorithms, Expected Sarsa, Q-learning, and more.

Instructors will conclude the Sample-based Learning Methods online course by looking at how algorithms can combine model-based planning and temporal difference updates to fast-track learning. Additionally, the certification course offers the flexibility to learn at your own pace in your own time and set your own deadlines. 

You will also receive a combined shareable certificate from the University of Alberta and Coursera, upon completion of the Sample-based Learning Methods course.

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5 Weeks
Intermediate
6,634
Skills Covered:
Machine learning Knowledge of Artificial Intelligence
Prediction and Control with Function Approximation

Offered by

University of Alberta, Edmonton , Alberta Machine Intelligence Institute via Coursera
Certificate

Prediction and Control with Function Approximation

Reinforcement learning is a machine learning method that helps to understand how the software agents should take actions according to the situations and requirements. Helps solve all the problems that have large or high dimensional and potential limitless spaces available. It helps one to investigate how policy prediction and evaluation methods like TD and Monte Carlo can be used to help function approximation settings. 

Prediction and Control with Function Approximation certification course by Coursera include features construction techniques for representational learning through a neutral network, RL and backdrop. This course is designed for the candidates who have completed the first and the second part of the reinforcement learning and specialization training as it is a continuation of the same.

By doing the Prediction and Control with Function Approximation training course they will be a field ready and gain knowledge that will help them master their skills and help upgrade their portfolio which will, in the end, help them towards their successful career. 

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5 Weeks
Intermediate
6,634
Skills Covered:
Machine learning Knowledge of Artificial Intelligence
Certificate

Arctic Development

3 Weeks
Beginner
Free
Certificate

Introduction to Software Product Management

The University of Alberta created the Introduction to Software Product Management online certification, which is taught by Associate Professor Kenny Wong and is intended for applicants who want to learn the principles and methodologies related to software product management to work as professional product managers. Introduction to Software Product Management online course by Coursera provides a general overview of the significance and functionality of software product management and discusses its objectives, framework, and expectations.

Introduction to Software Product Management online classes aims to help the applicants to master agile software development practices to manage a team of engineers and interact with clients by using and practicing software product management techniques. With the help of this course, applicants will learn about strategies involved with the value of process, objectives, planning, and monitoring to create better software as well as will be able to acquire the knowledge and skills necessary to share their own experiences and benefit from the ideas of others.

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3 Weeks
4,117
Fundamentals of Reinforcement Learning

Offered by

University of Alberta, Edmonton , Alberta Machine Intelligence Institute via Coursera
Certificate

Fundamentals of Reinforcement Learning

The course Fundamentals of Reinforcement Learning certification course is offered by Coursera by collaboration with the University of Alberta to make the aspirants skilful with machine learning and applications of Artificial Intelligence. The course is free to enrol and can access all the course materials free of cost. Therefore aspirants can use the opportunity for growing their career with a course completion certificate and increase the chances of hiring.

With the digital connection over the world, Business Intelligence over decision making is made essential in organizations. Decision making increases the prosperity of the business. Therefore the use of decision making with Artificial Intelligence and machine learning became most popular when the programme comes into existence. Organizations are looking forward to candidates who are skilled in this type of Artificial Intelligence, Robotics, Machine learning and, the Internet of things (IoT) as well

Coursera is the digital platform to learn the concepts that are offered for free. Candidates can learn throughout their lifetime and can avail of certificates after completion of the Fundamentals of Reinforcement Learning Training course. 

...Read More
Intermediate
6,634
Skills Covered:
Decision making skills Machine learning Knowledge of Artificial Intelligence
Certificate

Science Literacy

Beginner
Free

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