Page 109 - Best Doctoral Certificate Courses - Eligibility, Fees, Duration, Career Options

Offered by

University of Montreal, Montreal via Edx

Certificate

Deep Learning Essentials

The Deep Learning Essentials program by edX will help candidates discover the issues of discrimination and bias in Machine Learning and gain valuable insights regarding the subject. They will become adept at performing tasks like signal processing, computer vision, robotics, sequential decision-making, and natural language processing.

Besides, the University of Montreal offers the Deep Learning Essentials training which is designed by IVADO, a hub of scientific and economic data science and Mila. The scientific director of this course is Yoshua Bengio, a reputed expert in artificial intelligence and a pioneer in Deep Learning, who is also a professor at the University of Montreal.

Rife with video tutorials, tests, and assignments, the Deep Learning Essentials certification course also provides diverse learning tools to help candidates become adept in deep learning's fundamental concepts and methods.

On successful course completion, candidates can also secure a verified certificate from edX to acknowledge their newly acquired knowledge in the field. The candidates may choose from any one of the tracks available namely verified and audit to complete the programme. Both the tracks are self-paced but during the audit track, the candidates shall receive limited period access to the course. On the other hand, the verified track will offer unlimited time for accessing the course.

5 Weeks

Intermediate

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Skills Covered:

Problem Solving Ability Machine learning

Offered by

IBM via Edx

Certificate

Applied Deep Learning Capstone Project

The Applied Deep Learning Capstone Project certification programme is a five-week-long online course curated by IBM. During this capstone project, you will get practical, hands-on experience in developing, training and testing a Deep Learning model. For this purpose, you will be using either PyTorch or Keras.

edX’s Applied Deep Learning Capstone Project is an advanced-level programme that is also a part of a Deep Learning professional certificate of edX. With the help of this course, you will learn how to preprocess and load data for a real-life problem, create a model and finally validate it.

The Applied Deep Learning Capstone Project programme by edX requires only two to four hours per week to study. You will learn through video lessons and ultimately master the procedure of generating a Deep Learning pipeline. At last, you are required to present a project report to showcase your competence in the domain of Deep Learning. EdX provides two tracks to pursue the self-paced course; verified and free audit. In the former mode, the learners can access the programme unlimited and get a certificate of completion. In the free mode, they can audit it for a limited duration.

5 Weeks

Expert

Compare

Skills Covered:

Statistical skills Data science knowledge Knowledge of deep learning

Offered by

IBM via Edx

Certificate

Using GPUs to Scale and Speed-up Deep Learning

Training sophisticated Deep Learning models takes plenty of time. The Using GPUs to Scale and Speed-up Deep Learning certification programme sheds light on how accelerated hardware like Nvidia GPU (Graphics Processing Unit) or Google’s TPU (Tensor Processing Unit) can be used to shorten computations time on the cloud.

During edX’s Using GPUs to Scale and Speed-up Deep Learning course, you will understand what accelerated GPU-based hardware is and how it can help you overcome scalability challenges in Deep Learning. You will also get familiar with IBM’s Power Systems with Power AI and Nvidia GPU.

The Using GPUs to Scale and Speed-up Deep Learning will also acquaint you with popular Machine Learning dependencies and learnings supported by Power AI. These include Caffe, Theano, Tensorflow and Torch. Lastly, with this course, you will get practical experience of deploying Deep Learning networks on accelerated hardware for numerous problems, such as classifying videos and images.

5 Weeks

Intermediate

Compare

Skills Covered:

Knowledge of Artificial Intelligence Knowledge of deep learning

Offered by

IBM via Edx

Certificate

Deep Learning Fundamentals with Keras

The Deep Learning Fundamentals with Keras online course by edX is designed to familiarise you with the domain of Deep Learning. It is a five-week-long programme, during which you will learn about the basics of various Deep Learning models, the fundamentals of neural networks, and some of the most interesting Deep Learning applications.

Through the Deep Learning Fundamentals with Keras certification course, you will get practical experience, building a Deep Learning model with the powerful and easy-to-use Keras library. Also, you will develop an understanding of unsupervised and supervised Deep Learning models.

The Deep Learning Fundamentals with Keras certification syllabus is divided into four extensive modules. You are required to devote merely two to four hours every week to your studies. As you progress across the modules, you acquire in-depth knowledge of how Keras is used to train, test and build Deep Learning models. Moreover, you will understand how neural networks learn. Upon completion, you can also get the verified certificate and earn a skill badge to showcase your acquired knowledge if you pursue it by paying free. For free, you can get a limited duration of access to the course.

5 Weeks

Intermediate

Compare

Skills Covered:

Knowledge of deep learning

Offered by

Amazon Web Services via Edx

Certificate

Building Containerized Applications on AWS

Container technology is a packaging method that enables applications to run with isolated dependencies and has existed for years. The most popular options in container technologies are Kubernetes and Docker, both with distinct features and challenging to orchestrate. Building Containerized Applications on AWS Online Certification by Edx is an introduction to the use of container technologies in modern applications, helping you solve such problems.

Furthermore, the Building Containerized Applications on AWS certification syllabus explores various services such as Amazon Elastic Kubernetes Service, Amazon Elastic Container Service, and Amazon Elastic Container Registry.

Through the Building Containerized Applications on AWS training, students will gain exposure to the services mentioned above, with thorough guidance from expert instructors. The certification program curriculum also includes practical assignments and lab exercises to help students learn about managing container technologies.

Besides, the Building Containerized Applications on AWS program is a free online course that gives students an opportunity to learn new skills and earn a digital certificate to add to their CV.

5 Weeks

Intermediate

₹ Free

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Skills Covered:

Knowledge of AWS Technology

Offered by

Amazon Web Services via Edx

Certificate

Introduction to Designing Data Lakes on AWS

This course by edX has been designed keeping in mind the challenges faced while dealing with data lakes. It can be attributed to the quantum of data and its growth over time. Thus, judicious steps need to be employed to avoid prevalent mistakes. With this aspect serving as a foundation stone, this program will address key challenges.

To begin with, the founding principles of Data Lakes are introduced followed by the organization of the data, which subsequently leads to its refining. The teachings of this program are targeted at professionals such as IT Administrators and Architects who need to design and maintain Data Lakes for a sustainable and scalable future.

It’s a 5-week programme that seeks student input of 1 to 4 hours per week. This intermediate-level course is presented in English and has the advantage of being self-paced. Thus, working professionals can decide on their choice of learning hours. 1 to 3 years of experience as a Software Engineer is a must.

This particular course on edX has 2 tracks namely audit and verified both of which is enrolled for shall be completed in may be opted for by a candidate for enrolling. Both the tracks have an instructor-led mode but the audit track offers only limited access to the course materials without any cost and provides no certificate of completion. The verified track offers unlimited access and also offers certification of completion only if the candidates are interested in paying a fee.

5 Weeks

Intermediate

Compare

Skills Covered:

Knowledge of AWS Technology

Offered by

PRACE via Futurelearn

Certificate

Managing Big Data With R and Hadoop

The Managing Big Data With R and Hadoop training is a five-week training programme offered by the FutureLearn portal in association with the Partnership for Advanced Computing in Europe (PRACE). In this course, candidates will learn about statistical learning, the use of Linux with Hadoop, and how to manage data using different tools and techniques such as R, Hadoop, and R Studio. Also, learners will learn to use the big data Hadoop tool to manage and analyse big data for the organisation or client.

Managing Big Data With R and Hadoop online course will be taught by Janez Povh, Biljsna Mileva Boshkoska, and Leon Kos using the English language as a medium of teaching. This course is designed for people who are interested in learning about data science, computational statistics, and machine learning. To apply for this course, students will have to visit the official website of the provider and register for the Managing Big Data With R and Hadoop online course. As for the complete information about this course, please go through the article given below.

5 Weeks

Intermediate

Compare

Skills Covered:

Data science knowledge Knowledge of Big Data Machine learning Knowledge of Linux

Offered by

Edureka

Certificate

Apache Kafka Certification Training Course

The Edureka Apache Kafka Certification Training programme is designed to help you develop the core concepts of Kafka and its architecture; such as Apache Kafka Monitoring, Apache Kafka Consumer, configuration Cluster, and Apache Kafka Producer.

You will also learn the core skills and concepts essential to becoming a Kafka Big Data Developer successfully. The programme curriculum smartly touches upon the fundamentals of Apache Kafka and all other complex concepts like the integration of Kafka with Apache Spark or Apache Kafka integration with Talend. Upon completion of the Apache Kafka Certification Training course by Edureka, you will become proficient in various Kafka APIs.

Moreover, you will also work on live projects and assignments to enhance your practical knowledge, along with your theoretical understanding of Apache Kafka. As Apache Kafka is a thriving field in the Big Data Analytics landscape, your newly developed skills will help you to pursue a profitable career in the Big Data Hadoop field.

In addition, Edureka also awards you an Apache Kafka Expert certification upon satisfactory completion of the training course.

5 Weeks

₹ 17,795

Compare

Skills Covered:

Knowledge of Big Data Knowledge of Kafka

Offered by

IBM via Edx

Certificate

Building ETL and Data Pipelines with Bash, Airflow and Kafka

5 Weeks

Beginner

₹ Free

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Offered by

NYU via Edx

Certificate

Penetration Testing Exploitation

5 Weeks

Intermediate

₹ Free

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Offered by

QA via Futurelearn

Certificate

ITIL 4 Foundation Certificate with Official Digital Manual and Exam

With the ITIL® 4 Foundation Certification, take your IT Service Management career to the next level and get comprehensive training in the ITIL® 4 framework. Learn about the latest features of ITIL® 4, which is internationally recognised as the standard for IT Service Management (ITSM).

QA, which is the UK’s leading tech and management skills organisation, provides the Microcredential in ITIL® 4 Foundation Certification. You will learn the foundational skills required to work with ITIL® 4 and get in-depth, first-level training in the same. This course is beneficial for anyone who is involved in the delivery, provision or support of IT-enabled services in any organisation.

During the ITIL® 4 Foundation Certification course by FutureLearn, you will learn about the Service Value System (SVS), key concepts of ITIL® 4 framework, principles of project management and more. In the end, you will appear for the certification exam. The completion certificate is certified by QA and accredited by AXELOS.

5 Weeks

₹ 56,479

Compare

Skills Covered:

Knowledge of IT industry

Offered by

LearnQuest via Coursera

Certificate

ITIL 4 Exam Preparation

ITIL 4 foundation examination prepares learners for IT service models that shall enhance the delivery and operation of tech-enabled services and products. By implementing ITIL concepts, IT operation teams can come to the forefront as the role players in overall business strategy.

However, one of the major steps in any examination is to familiarise oneself with the exam pattern. The next step is to work on sample or mock papers and practice questions to understand the real exam. ITIL 4 Exam Preparation Certification by Coursera is designed to touch upon the key terminology, concepts, and best practices for creating and improving the quality of IT services in an IT organisation.

This course will guide the learners through their exam and solely focus on the preparation. With active self-paced learning, sample exams and relevant practice quizzes, students will become acquainted with ITIL and learn how it applies to the service value lifecycle. In five weeks, candidates need to spend at least 2-3 hours each week on ITIL 4 Exam Preparation Certification Course to acquire skills in the ITIL 4 Foundation topics and ace their exam.

5 Weeks

₹ Free

Compare

Skills Covered:

Knowledge of IT industry

Offered by

CU Boulder via Coursera

Certificate

Everyday Excel, Part 1

The Everyday Excel, Part 1 programme is highly suitable for candidates who want to understand and learn the functionalities of excel. While the certification course is primarily designed for first-timer learners, advanced excel users can surely learn some new skills and tools. Moreover, the Everyday Excel, Part 1 online course is the first part of a three-course structure.

The Everyday Excel, Part 1 training course is a 5-week programme, in which candidates learn a wide variety of tools and techniques of an advanced level, which will help you navigate around the Excel system efficiently. You will learn how to edit and format excel worksheets and implement essential, as well as advanced excel functions, such as financial, text, and logical functions.

Moreover, Charlie Nuttleman instructs the Coursera Everyday Excel, Part 1 programme, while the University of Colorado Boulder, which is known for its superior academic quality, offers the course. Finally, once candidates finish the training course successfully, they receive a course completion certificate from Coursera.

5 Weeks

Beginner

₹ 3,369

Compare

Skills Covered:

Knowledge of Data Visualization Knowledge of Excel

Offered by

CU Boulder via Coursera

Certificate

Everyday Excel Part 2

“Everyday Excel, Part 2” is the second part of the famous “Everyday Excel” training programme. Intensifying on the theories studied in the first course the learners will carry on expanding their knowledge in the uses of Excel. Although this training program is intended for intermediate users, advanced users too will benefit from it, in learning new tools and skills in Excel. After finishing this course, the candidates will possess enough skills to take up part 3 of the series Everyday Excel, which is project-based.

This specialisation series, which is divided into three parts aims to teach the candidates basic as well as advanced tools in Excel. This curriculum is intended to be intriguing and enjoyable. It aims to encompass a wide range of learners so that a variety of experiences and abilities come together to teach something new to everyone.

A distinctive characteristic of this course is the compulsion to complete weekly assignments in the application itself, i.e. in Excel, which will push students into hands-on learning.

5 Weeks

Intermediate

₹ 3,369

Compare

Skills Covered:

Problem Solving Ability Knowledge of Excel

Offered by

IBM via Edx

Certificate

Analyzing Data with Excel

The Analyzing Data with Excel certification course is a self-paced 5 weeks online programme that is designed and offered by IBM on the platform of edX. By just focusing on 3-5 hours every week at their own speed, the learners can finish learning. Though the course is initially free, a nominal fee is required in case students wish to upgrade, get unlimited material access, and receive certificates along with verified badges. This is an introductory course that gives applied knowledge, and hands-on practice of lab exercises.

Analyzing Data with Excel training will give knowledge in the in-demand topics required for business. The students will be able to build basic knowledge of different kinds of Excel spreadsheets for performing the fundamental data analysis. This online introductory programme with zero admission prerequisites actually in its syllabus covers the working features of Microsoft Excel that will assist students in analysing their data.

The candidates can select from among the 2 tracks, the audit track and the other, the verified track. If one wants limited but free access their pick can be the audit track and if someone needs unlimited course material access they can upgrade to the paid verified track.

5 Weeks

Beginner

Compare

Skills Covered:

Knowledge of Excel

Offered by

Google via Coursera

Certificate

Architecting with Google’s Kubernetes Engine: Workloads

Google Kubernetes Engine is one of the fastest developing platforms for containerized workloads and services and as such happens to be an amazing skill to have for an aspirant of the Cyber World.

Architecting with Google’s Kubernetes Engine: Workloads is the perfect course as it not only teaches candidates how to create and manage deployments but also because what better source to learn this from other than Google Cloud itself. This course concentrates on building infrastructures with Google Kubernetes Engine and give it persistent workload storage.

The course introduces containerised applications of the GKE to the candidates as well as many other services offered by Google Cloud to give the candidates the best of any programme. Although the course is online, it does offer hands-on lab experience to all the candidates to formulate their own solutions to deployment elements, security management, resource monitoring, access management, resource management and much more.

5 Weeks

Intermediate

₹ 1,699

Compare

Skills Covered:

Computer skills

Offered by

IBM via Edx

Certificate

Introduction to Containers, Kubernetes and OpenShift

After virtualisation, cloud-native and containers are one of the most significant finds of the ITC industry. Several organisations are transitioning to this platform to gain competitive advantage. So, pursuing the Introduction to Containers, Kubernetes and OpenShift certification course will help you leverage this opportunity for personal gains. It is an intermediate-level programme for five weeks.

The introduction to containers kubernetes and openshift docker introduction has a self-directed training model. It will allow you to learn at your speed and enhance your employability quotient. After completing this course, you will develop and deploy cloud-native applications effectively. You will understand the difference between containers and virtual machines through the computer science course curriculum.

Furthermore, the Introduction to Containers, Kubernetes and OpenShift training will enable you to take on advanced roles in your organisation. It is also a beneficial programme for an individual who wants to become a cloud practitioner. The course dives into the concepts of how and why containers are important in cloud computing.

5 Weeks

Intermediate

Compare

Skills Covered:

Knowledge of cloud computing

Offered by

University of Toronto, Toronto via Edx

Certificate

Leadership Skills Development for Occupational Therapists

5 Weeks

Intermediate

₹ Free

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Offered by

UW Washington via Edx

Certificate

Sustainability Resilience and Society

5 Weeks

Beginner

Compare

Offered by

Stanford via Coursera

Certificate

Introduction To Logic

This is a course by Stanford University, is an introduction to Logic from a computational point of view. This course demonstrates the mechanisms of deciphering and encoding information and data into sentences that are logical; it demonstrates the correct method to infer meaning with the information on board.

Altogether, this training programme by Stanford University renders a synopsis of Logic Technology and its various applications across disciplines, in science, law, engineering, mathematics, business and so on.

This Training Programme of Introduction to Logic by Stanford University will teach the candidates the skill of picking up any information and summarizing it in a brief simple language.

The certificate which can be shared on your LinkedIn profile, CV or any other document will keep you one step ahead of your peers when appearing for any job.

5 Weeks

Intermediate

₹ Free

Compare

Skills Covered:

Mathematical skill

Offered by

State Bank of India via Edx

Certificate

Influence Essentials for Leadership and Marketing

5 Weeks

Beginner

₹ Free

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Offered by

MSU East Lansing via Coursera

Certificate

Pixel Art for Video Games

Through the aesthetic of pixel art, the Pixel Art for Video Games course by Coursera will explore artistic principles like shape language, colour theory, and composition. The programme portrays the systematic workflow that helps in creating assets that can be used to make your games.

The Pixel Art for Video Games online programme is divided into four main modules - props, environments, characters, and animation. All the modules will have a series of pre-recorded video lessons alternating between technical and artistic skills. Also, there is a peer-reviewed project at the end of the programme.

The Pixel Art for Video Games course is aimed at art novices who want to create art for their own video games or contribute to other game projects. Through this course, game designers and programmers can catch a glimpse into the world of game art. They will be able to work better with artists or create their own prototype or final artwork.

5 Weeks

Beginner

₹ 3,369

Compare

Skills Covered:

Artistic ability Animation skills

Offered by

The University of British Columbia, Vancouver via Edx

Certificate

Writing Video Game Scenes and Dialogue

5 Weeks

Beginner

₹ Free

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Offered by

The University of British Columbia, Vancouver via Edx

Certificate

Writing Video Game Characters

5 Weeks

Beginner

₹ Free

Compare

Offered by

The University of British Columbia, Vancouver via Edx

Certificate

Worldbuilding for Video Games

5 Weeks

Beginner

₹ Free

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Offered by

The University of British Columbia, Vancouver via Edx

Certificate

Video Game Writing Essentials

5 Weeks

Beginner

₹ Free

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Offered by

The University of British Columbia, Vancouver via Edx

Certificate

Working as a Game Writer

5 Weeks

Beginner

₹ Free

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Offered by

The University of British Columbia, Vancouver via Edx

Certificate

Interactive Narrative

5 Weeks

Beginner

₹ Free

Compare

Offered by

Georgia Tech via Edx

Certificate

Accessible Gamification

5 Weeks

Beginner

₹ Free

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Offered by

RIT via Edx

Certificate

Video Game Design and Balance

5 Weeks

Beginner

₹ Free

Compare

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