4013 Courses and Certifications

List of Online Courses and Certifications

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Certificate

Deploying TinyML

The Deploying TinyML Certification Course is an open online course that introduces students to the steps involved in implementing TinyML applications. The course will help students understand the workings of the software along with the right codes required to deploy their tiny microcontroller-based device. It is a specialized course and a mix of computer science and electrical engineering.

The Deploying TinyML Training Course is an intermediate-level course that requires learners to have basic knowledge of the Applications of TinyML and Basic Programming in C/C++. The course taught in a self-paced manner will be beneficial for students who wish to earn a professional certificate in Tiny Machine Learning.

The Deploying TinyML Online Course is taught over 5 weeks with the aid of online course materials. The course is instructed by Vijay Janapa Reddi, Professor at Harvard University and Pete Warden, Technical Lead at Google. After the completion of the online assessment process, students will get access to a certificate in the paid verified mode. In the free audit mode, they can get a limited duration of access to the self-paced course. 

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5 Weeks
Intermediate
Skills Covered:
Knowledge of deep learning Data science knowledge Machine learning Knowledge of Artificial Intelligence

Offered by

IsraelX , Technion - Israel Institute of Technology via Edx

Offered by

IsraelX , Technion - Israel Institute of Technology via Edx

Offered by

Certificate

Web Developer Certification Training Course

Through the Web Developer Certification Training Course, Edureka provides an in-depth understanding of the foundational languages essential to becoming a Web Developer. This programme will help you build your basics to understand and design HTML elements using CSS. Deploying the websites on Amazon Simple Storage Service using novel features such as HTML5 and CSS3 will help you gain industry-level expertise.

Furthermore, completing the Web Developer Certification Training Course by Edureka will make you more conversant with essential components of Twitter Bootstrap 3; such as Accordion, Carousel, Fixed Navigation Bar, Forms, Jumbotron, Modals, ScrollSpy, Thumbnails, and Bootstrap tour. The Web Developer Certification Training Course aims to help you build a wealth of projects in Web Development including AJAX Application, Drink mate web application, Canvas Clock, E-Commerce website menu, URL shortener, and Edureka Bootstrap Tour. You will learn javascript as well.

Besides, you have the option to study at your own pace; while course-end projects and practical assignments will build your technical understanding. The course also offers support in making your CV so that you attract prospective employers. A certificate will be issued after you complete the Web Developer Certification Training Course. 

...Read More
5.5 Weeks
19,995
Skills Covered:
Knowledge of CSS Web application development skills
Single Page Web Applications with AngularJS

Offered by

Certificate

Single Page Web Applications with AngularJS

Single Page Web Applications With the AngularJS certification course is designed for the participants who are interested in gaining skills in AngularJS. Through this course, the participants would learn about the fundamental structure of AngularJS 1. x, the components of AngularJS 1. x, and techniques of code organization. The course will train the participants in enhancing the capability of the web application by making use of dependency injection to regenerate existing services.   

The Single Page Web Applications With AngularJS certification by Coursera in collaboration with Johns Hopkins University provides hands-on experience through learning modules that would teach the participants about unit testing and web development. The participants to learn about the utilization of Angular filters in controlling data. AngularJS is considered to be a profitable skill to acquire. The candidates will master a series of skills namely, Web Development, JavaScript, Unit Testing, Angular JS, and many others while pursuing this Single Page Web Applications With AngularJS certification. 

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5 Weeks
Intermediate
Free
Skills Covered:
Java
Certificate

CSS Basics

The CSS Basics certification by edX has been meticulously curated to help the candidates develop the ability to completely redesign & transform their webpages using various features of CSS. The level of the course content in CSS Basics certification gradually paces, right from the scratch so that candidates can spend maximum time with the very basics of CSS, which can help them in building an indestructible foundation for themselves in the web development area. The CSS Basics certification course thoroughly talks about Cascade Style Sheeting, its superficial impact on the websites, their every visual aspect such as colours, fonts, themes, compatibility & overall look of the page. 

The course being created by the World Wide Web Consortium itself, ensures the content about the CSS Basics certification by edX course is always updated to the current web trends and standards. CSS Basics certification course has been carefully designed keeping in mind all the web development guidelines, to ensure the delivery of the most useful content to the course takers. The candidates get 2 tracks to choose from, the verified mode which offers unlimited access, and the audit mode which offers limited access to the course materials.

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5 Weeks
Beginner
Skills Covered:
Knowledge of CSS Web application development skills
Using JavaScript JQuery and JSON in Django

Offered by

Certificate

Using JavaScript, JQuery, and JSON in Django

5 Weeks
Intermediate
Free

Offered by

Certificate

Talend Certification Training For Big Data Integration

The Talend Certification Training For Big Data Integration programme is specifically tailored to help you master the various components, products, and tools of Talend to tackle the real-time Big Data problems and challenges. The course has an instructor-led training model that allows you to interact with the instructor for better and enhanced learning results.

The Edureka Talend Certification Training For Big Data Integration course will equip you with all important concepts and skills that will help you gain expertise in the use of Talend for data integration. You will learn to perform the integration of Talend with various frameworks such as Apache Kafka, Hadoop, Hive, and Pig. 

Besides, since the Talend Certification Training For Big Data Integration course is in-line with Edureka’s teaching style, you will be trained with the help of online and live sessions, interactive presentations, PDFs, assignments, and real-life case studies. As a result, you gain hands-on training in the field. Also, you will be working on an industry-based project to reinforce the learning.

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5 Weeks
17,795
Skills Covered:
Knowledge of Big Data Knowledge of Kafka
Introduction to Database Queries

Offered by

NYU via Edx
Certificate

Introduction to Database Queries

5 Weeks
Beginner
Free
Advanced Database Queries

Offered by

NYU via Edx
Certificate

Advanced Database Queries

5 Weeks
Intermediate
Free
NoSQL Database Basics

Offered by

IBM via Edx
Certificate

NoSQL Database Basics

5 Weeks
Beginner
Free
Introduction to NoSQL Databases

Offered by

Certificate

Introduction to NoSQL Databases

5 Weeks
Beginner
4,117

Offered by

Certificate

Modernizing Data Lakes and Data Warehouses

5 Weeks
Intermediate
4,117
Deep Learning in Computer Vision

Offered by

Certificate

Deep Learning in Computer Vision

The Deep Learning in Computer Vision online course by Coursera is focused on introducing learners to computer vision, right from the basics. Eventually, the certification course moves to deep learning models which are more modern. Image, as well as video recognition, is a primary part of the programme. The comprehensive curriculum will cover image annotation and classification, motion estimation, human action recognition, and more.

Moreover, Deep Learning in Computer Vision programme is the fifth course in the Advanced Machine Learning Specialization. The National Research University Higher School of Economics offers an online course in association with Coursera. The Deep Learning in Computer Vision certification course is an advanced-level course with a self-paced learning option. You will also work on a final project to implement their learnings. 

In the course project for the Deep Learning in Computer Vision course, you will learn to build face recognition and manipulation systems. This project will help you get an idea about the internal mechanics of this technology. The online course also includes a shareable certificate which you will receive from Coursera upon successful completion. 

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5 Weeks
Expert
4,202
Skills Covered:
Knowledge of Artificial Intelligence Knowledge of deep learning

Offered by

Certificate

Deep Learning Course with Tensorflow Certification Course

This course is tailor-made for students who are already coding in Python. This course is more advanced and tends to coders or developers who are interested in Deep Learning. Deep Learning is a little different from Machine Learning and deals with Artificial Intelligence. Deep learning is an AI functionality which tries to recreate human behavior when it processes data for purposes of detection of objects and speech, language translation and decision-making.

With this course, the student will be able to successfully differentiate between Deep Learning and Machine Learning. After the student learns the basic concepts of Deep Learning, they will learn how to successfully navigate the TensorFlow 2.x package in this course. A deeper dive will be taken when learning about the above concepts and topics such as CNN, RCNN, LSTM, RNN and RBM will be introduced.

After finishing the course, the students will be able solve real-time projects using these concepts. The projects could include emotion and gender detection or auto image captioning and many others.

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5 Weeks
19,995
Skills Covered:
Knowledge of deep learning
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.

...Read More
5 Weeks
Intermediate
Skills Covered:
Problem Solving Ability Machine learning
Applied Deep Learning Capstone Project

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. 

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5 Weeks
Expert
Skills Covered:
Statistical skills Data science knowledge Knowledge of deep learning
Using GPUs to Scale and Speed-up 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.

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5 Weeks
Intermediate
Skills Covered:
Knowledge of Artificial Intelligence Knowledge of deep learning
Deep Learning Fundamentals with Keras

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. 

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5 Weeks
Intermediate
Skills Covered:
Knowledge of deep learning
Building Containerized Applications on AWS

Offered by

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.

...Read More
5 Weeks
Intermediate
Free
Skills Covered:
Knowledge of AWS Technology
Introduction to Designing Data Lakes on AWS

Offered by

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.

...Read More
5 Weeks
Intermediate
Skills Covered:
Knowledge of AWS Technology

Offered by

Swiss Federal Institute of Technology Lausanne via Edx
Certificate

Optimization Principles and Algorithms- Network and Discrete Optimization

This fundamental course focuses on the mathematical approach to networks and optimization issues. This course is presented by edX, a popular online education medium along with the institution of Ecole Polytechnique Federale de Lausanne (EPFL), a top European institution for technology and science. This short intermediate course is provided with a flexible learning system and a comprehensive curriculum which will be under the experienced EPFL professor, Michel Bierlaire. The students can either go for a free audit session with limited benefits or a verified track session with complete Optimization: Principles and algorithms- Network and discrete optimization certification benefits.

The course mainly highlights five different sections: Transhipment, Discrete optimization, Shortest path, Exact methods for discrete optimization, and Networks which will be individually assessed and graded as well. Apart from these key concepts, the syllabus focuses on other important aspects such as modelling, the curse of dimensionality, total unimodularity, network representations, and so on. Two different tracks are available on edX which may be opted for by the students to complete the course. Both the tracks are self-paced but during the verified track, the candidates may access the course for a lifetime by paying some fee. To access the audit track, nothing is charged but the materials will only be accessible for a limited period.

...Read More
5 Weeks
Intermediate
Skills Covered:
Mathematical skill Knowledge of Algorithms
Introduction to Networking and Storage

Offered by

Certificate

Introduction to Networking and Storage

5 Weeks
Beginner
4,117

Offered by

Certificate

CBRS Professional Training

5 Weeks
Beginner
33,528
Software Defined Networking Deployment

Offered by

Certificate

Software Defined Networking (SDN) Deployment

5 Weeks
Intermediate
Free

Offered by

Certificate

Elastic Google cloud infrastructure: scaling and automation

The Elastic Google cloud infrastructure: Scaling and automation course by Coursera has been designed for computer enthusiasts who wish to know more about the comprehensive infrastructure of Google Cloud, along with its many platform services. The course is meant for those who are familiar with the fundamentals of Cloud and wish to learn further. 

The Coursera Elastic Google cloud infrastructure course explores and uses solution elements, that also include load balancing, securely interconnecting networks, infrastructure automation, auto-scaling and managed services. It dives deep into these processes to give a holistic experience about Google cloud and its various elements. 

Furthermore, the Coursera Elastic Google cloud infrastructure: Scaling and automation programme is an online, self-paced learning course allowing students to set convenient deadlines and learn at their speed. You will be learning through a combination of video lectures, demos, and hands-on lab experience to become skilled in the services and performance of Google Cloud.

...Read More
5 Weeks
Intermediate
1,699
Skills Covered:
Knowledge of cloud computing

Offered by

Certificate

API Design and Fundamentals of Google Cloud's Apigee API Platform

Application Programming Interface (API) can ensure a faster code. Thus, it is necessary to have consistently designed APIs. This course named, “API Design and Fundamentals of Google Cloud’s Apigee API Platform” is the first one from the three-course series, and is thus an important foundation. 

The API Design and Fundamentals of Google Cloud’s Apigee API Platform course of Coursera introduces you to API Design and the fundamentals of the Apigee platform. The second course is aimed at API security. The third and the last one focuses on the additional API developmental topics. 

Here you will be taught how to design APIs and the best ways you can utilize OpenAPI specifications to document them. You will learn about the aspects of the API lifecycle, and understand how the Apigee API platform assists you in managing all the facets of the life cycle. You will also learn how the APIs can be designed by using API provides and how APIs are encased as products that can be further used by app developers.

...Read More
5 Weeks
Beginner
1,699
Skills Covered:
Knowledge of cloud computing

Offered by

Certificate

Exploring Data Transformation with Google Cloud

5 Weeks
Beginner
3,277

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