4034 Courses and Certifications

List of Online Courses and Certifications

Career Category
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Certificate

Software Engineering Career Track Prep Course

6 Weeks
Beginner
$ 490
Certificate

Introduction to Machine Learning

The Introduction to Machine Learning certification course is offered by Duke University. It will help you know your strengths and apply your skills in the most efficient manner to get work done. It will give you additional knowledge that will make you more confident in your work and perform better at your workplace or start your own business. 

The course will give you a brief overview of machine learning models like natural language processing, logistic regression, convolution neural networks, and multilayer perceptrons, while also explaining how these models can be put to use for solving technical problems in various industries like medical, image recognition, and text prediction. 

It is a combination of practical as well as theoretical knowledge about Machine learning, that will provide you with a framework for understanding how you can implement data science models and machine learning algorithms. The  Introduction to Machine Learning Training Course will allow you to work on a real-world hands-on project that is required in the fast-developing technological world. 

...Read More
6 Weeks
Intermediate
Free
Skills Covered:
Natural Language Processing Machine learning
Certificate

Mathematics for Machine Learning: Multivariate Calculus

The Mathematics for Machine Learning: Multivariate Calculus course provides a brief introduction to multivariate calculus which is necessary for constructing several popular techniques for machine learning. The aim of the course is to provide an intuitive understanding of calculus, as well as the language required to look up concepts when candidates get lost. Candidates can still come away with the courage to dive into some more oriented machine learning courses in the future without going into too much detail. 

The Mathematics for Machine Learning: Multivariate Calculus course is the second one of the 3 courses in mathematics for machine learning specialisation. The goal of this specialisation is to bridge the gap then bring candidates up to speed in the underlying mathematics, develop an intuitive understanding, and relate it to data science and machine learning. The specialisation is pointed at what linear algebra is and how it applies to data in the first course on Linear Algebra. It will then draw attention to what exactly are matrices and vectors and how one can operate them. 

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6 Weeks
Beginner
3,369
Skills Covered:
Mathematical skill
Machine Learning

Offered by

Certificate

Machine Learning

According to a Hackernoon report, 74% of decision-makers, corporate owners and IT executives believe machine learning has the ability to transform their work and sector. Companies that use machine learning to enhance organizational performance and improve the decision-making process have clear benefits over those that do not. The Machine Learning online course aims to provide candidates with the knowledge and skills needed to comprehend the effect of machine learning and effectively articulate its integration.

It has never been simpler for businesses of all sizes to leverage the value of data. Introduction open-source and free Artificial intelligence and machine learning technologies. Embedding machine learning technologies into an organisation effectively necessitates a practical grasp of its concepts. The Machine Learning training teaches about the various types of modelling concepts used in machine learning. The Machine Learning syllabus focuses on determining the models, methodologies, and ethical implications of machine learning techniques, as well as presenting an economic case for using them in the firm.

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6 Weeks
Skills Covered:
Knowledge of Algorithms Machine learning
Certificate

Machine Learning in Business

Machine Learning in Business certification is basically a 6 weeks small course designed by  MIT Sloan School of Management and the MIT Computer Science and Artificial 

Intelligence Laboratory (CSAIL)along with its content partner being GetSmarter. With this programme, candidates can learn about how machine learning can be capitalized on by businesses.

The Machine Learning in Business certification syllabus is divided into 6 weeks which is taught online, and it will help in answering questions related to machine learning which is a branch of Artificial Intelligence. Basically here the programming of Computer Science will be used to improve data performance in businesses.

Machine Learning in Business training is an online executive programme that is guided by the MIT faculty to help the participants understand the foundational level capabilities of Machine Learning along with its advantages and limitations so that its’ potential can be unlocked within businesses. This certification course will give an opportunity for designing a roadmap towards the integration of business needs with machine learning successfully.

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6 Weeks
$ 3,850

Offered by

Certificate

TensorFlow on Google Cloud

The Introduction to TensorFlow certification course is thoroughly an online programme that is available for free for a specific period of time. The main focus of the programme is to make students aware of the Tensor flow. The training will revolve around the topics of datasets, designing and building of Tensorflow, and other features of the programme, etc. The course will take up to nineteen to twenty hours of learning.

The Introduction to TensorFlow online course is created for the students who want to learn from the course at their own pace so that they can take as much time as required to completely understand every topic. There are no last dates for the programme and it has no limitations with regards to attendance percentage or timings of attending the sessions.

The course provides an intermediate level of learning and requires no academic qualifications to get admitted into the course. Students also get an opportunity to become a certified user of the course and obtain a verified certificate when the Introduction to TensorFlow certification syllabus is completed by the participant. The language of the programme is set for English, however, participants who have a language barrier can use the subtitles that are available in RussianSpanishPortuguese (European), English, and French languages.

...Read More
6 Weeks
Intermediate
4,115
Skills Covered:
Machine learning Knowledge of Python
Supervised Machine Learning Regression

Offered by

Certificate

Supervised Machine Learning: Regression

6 Weeks
Intermediate
3,277
Certificate

Data-driven Astronomy

This Data-driven Astronomy online course is designed and developed by the University of Sydney for the candidates to learn on the Coursera online education platform. This physical and astronomical course is expected to be completed by the students in twenty hours entirely. The intermediate-level course is a study about the scope of data science in the field of astronomy and the role of tools and techniques of machine learning that are used to understand the data. 

In the Data-driven Astronomy training course, the candidates are provided with the opportunity to know and comprehend the problems that may arise while handling large datasets, the strategies to use algorithms, and the ways to use the different programming languages and software tools to decipher the data. 

The course instructors for this online certification course are associate professor Tara Murphy and Simon Murphy, a postdoctoral researcher at the school of physics at the University of Sydney. 

...Read More
6 Weeks
Intermediate
Free
Skills Covered:
Knowledge of Python Database Management SQL knowledge Programming skills Data science knowledge Knowledge of Algorithms Knowledge of deep learning Machine learning Knowledge of Big Data

Offered by

Certificate

Microsoft Azure Certification Training for Azure Solutions Architect AZ-305

The Microsoft Certified Expert: Azure Solutions Architect Certification Training Course by Edureka is designed to equip you with the knowledge of various Azure Services and their PaaS, IaaS, and SaaS features. The course is also specially crafted to prepare the candidate for the Microsoft Azure Certification Training for Azure Solutions Architect AZ-305 Examination. 

The course will familiarise you with multiple components of complete cloud solutions such as Security, Network Configuration, and Infrastructure Deployment. You will become capable of designing and building robust cloud solutions using Azure.

Moreover, the course comprises two elements: use-cases and hands-on, which help you to develop a clear understanding of how Microsoft Azure is used to building comprehensive cloud sol utions. By the completion of the Microsoft Certified Expert: Azure Solutions Architect course, you will become proficient with the roles and responsibilities of a Solutions Architect.

Best of all, the training course is tailored by industry professionals in alignment with the current requirements and demands in the industry. 

...Read More
6.5 Weeks
22,995
Skills Covered:
Knowledge of cloud computing

Offered by

Certificate

Salesforce Platform Developer 1 Certification Training

The Salesforce Platform Developer 1 Certification Training course by Edureka is a 6.5 week course designed to help you develop and deploy basic business logic and user interfaces with the use of programmatic capabilities of the Force.com platform. 

The course enables the candidates to write business logic customizations using Apex triggers and classes with the help of SOQL and DML. Also, to design programmatic solutions that take advantage of declarative customisations. 

The Salesforce Platform Developer 1 Certification Training programme also teaches you to design programs on a multi-tenant platform. In addition to this, the course also teaches you how to write Visualforce markup and code to customise the user interface.

Moreover, the curriculum includes modules on how to make use of the built-in testing framework to test Apex and Visualforce code. Upon completion of the Salesforce Platform Developer 1 Certification Training course, you will become an expert in writing business logic. Besides, you will also learn the art of using Visualforce UI customise applications.

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6.5 Weeks
19,995
Skills Covered:
Knowledge of cloud computing Database Management Programming skills

Offered by

Certificate

Salesforce Training Course: Admin & App Builder

Salesforce Training Course: Admin & App Builder course will provide you with all the core principles and concepts of Salesforce building blocks, data models, Sales and Service Cloud, and various integration options. The course primarily focuses on preparing you for the Salesforce Certification: ADM 201 and DEV 401.

The certification course will also enable you to understand the fundamentals of cloud computing, SFDC and its architecture, and different licenses in SFDC. You will be able to employ SFDC Data models and SFDC Security models to work on custom and standard objects. Also, you will be equipped with different models and tools for business process automation. 

Moreover, the Salesforce Training Course: Admin & App Builder course by Edureka also focus on diverse skills essential for the management and validation of data. The training programme will touch down at all crucial concepts related to Salesforce. By the end of the Salesforce Training Course: Admin & App Builder syllabus, you will become skilled at creating/customising reports, modifying dashboards, deployment process, and the application process of a Salesforce project.

...Read More
6 Weeks
19,995
Skills Covered:
Knowledge of cloud computing

Offered by

Certificate

Microsoft Azure Developer Associate (AZ-204) Course

The Microsoft Azure Developer Associate (AZ-204) Course by Edureka focuses on the core insights into multiple PaaS Solutions provided by Microsoft Azure. The course aims at training you for the Developing Solutions for Microsoft Azure Exam: AZ- 204.

With the course, you will get an understanding of the security, integration, and storage aspects of the different Microsoft Azure PaaS solutions. Further, you will learn about ARM templates and Azure Batch. The course also covers the use cases of Cosmos database storage, Relational database, and the Azure Blob storage for developing solutions.

Moreover, the Microsoft Azure Developer Associate (AZ-204) Course will enable you to select suitable communication, security, and Compute solutions to create and configure applications. You will also learn the fundamentals of API management and Logic Applications. So, by the end of the certification programme, you will be able to employ Authentication and Authorisation configurations into the apps.

...Read More
6.5 Weeks
21,995
Skills Covered:
Software development skills
Software Security

Offered by

Certificate

Software Security

The curriculum of the Software Security course by Coursera gives learners an idea about the foundations of software security and helps them start their career in that direction. This course provides learners a broad introduction about the software vulnerabilities, attacks and defences to prevent these attacks. Advanced testing and programme analysis are also included in the coursework. 

Through this Software Security course, the participants will be trained to build security and learn techniques to strengthen the security of software systems at each stage of the development cycle. They will be skilled enough to prevent attacks such as session hijacking, SQL injection, and buffer overflows effectively. This course is part of the Cybersecurity Specialization.

Coursera provides an online platform to explore diverse fields of education. These courses are provided by instructors from various universities and companies. This course is being offered by the University of Maryland on Coursera and includes E-learning videos, projects, discussion forums and practice exercises. It is one of the nation's eminent public research universities.

...Read More
6 Weeks
3,202
Skills Covered:
Knowledge of Cyber Security
Security Operations and Administration

Offered by

Certificate

Security Operations and Administration

The Security Operations and Administration course is a part of the System Security Certified Practitioner (SSCP) by (ISC)2. Besides, it is the second part of the six-course sequence, which will teach you the basic security concepts and their application. The course curriculum covers the basic security concepts and their application in the daily operation of computer systems.

Coursera Security Operations and Administration online programme is offered by (ISC) 2, a world-renowned non-profit association that strives to deliver a safe and secure cyber world. The instructors are part of the (ISC) 2 Education and Training Department. This will ensure that your credentials are backed-up with an all-inclusive and programmatic approach toward security.

With the proper knowledge of relevant ethics, security concepts, and their implementation as well as information about physical security operations, you will be able to pass the assessments of the Security Operations and Administration training course. You will be awarded a certificate only after the successful completion of all course requirements. It is a self-paced training programme and allows you to reset the deadlines as per your convenience.

...Read More
6 Weeks
Beginner
16,796
Skills Covered:
Knowledge of Cyber Security

Offered by

Certificate

The Bits and Bytes of Computer Networking

In this era of technology, the world has evolved to an extent that we have become dependent on networking for growth and survival. Active networking is said to be vital in career growth by building one`s reputation in every form. Exchange of information during challenges is beneficial for networking as it allows one to gain new insights that wouldn’t be possible to get otherwise. 

Every company searches for employees that have good knowledge about it and can handle the company's network effectively in a smart manner. This course will help the candidate learn and gain about the process work and train them in the field of networking by learning in detail about its bits and bytes and help them gain mastery. The course is designed by keeping in mind all the needs that are required for a beginner to learn in order to successfully finish the course and upgrade their portfolio.

...Read More
6 Weeks
Beginner
3,369
Skills Covered:
Troubleshooting Knowledge of computer networking
Systems and Application Security

Offered by

Certificate

Systems and Application Security

The Systems and application security online program by Coursera is the last of the six courses available under the Systems Security Certified Practitioner (SSCP) specialization course offered by (ISC) 2. With a properly structured syllabus, this course promises an in-depth knowledge of computer codes that can be extremely harmful and malicious.

The Systems and application security online certification course will familiarize you with various aspects involved in the security of a system, like a device security, cloud infrastructure security, big data systems security, and virtual environment security. It will give you proper guidance to pursue the best IT security jobs available and will help you to demonstrate the knowledge gained with confidence.

The training and certification course in Systems and application security is a balanced amalgamation of online video lectures, graded assignments, quizzes, and readings that will help you to cover all the intricacies involved in the area of cybersecurity. This program will give you knowledge about all malicious computer codes, non-technical and technical attacks, and how you can secure systems. Upon completion, you will earn a shareable certification as well.

...Read More
6 Weeks
Beginner
16,796
Skills Covered:
Knowledge of Cyber Security

Offered by

Certificate

Hands-On Labs in Google Cloud for Networking Engineers

The Hands-On Labs in Google Cloud for Networking Engineers online certification was created by Google Cloud and is targeted at candidates who wish to become qualified networking specialists, which is taught by Google Cloud Training through Coursera. To assist candidates in learning the fundamentals of cloud computing, the Hands-On Labs in Google Cloud for Networking Engineers online course offers hands-on exercises on the Google cloud platform utilizing the Qwiklabs program.

Hands-On Labs in Google Cloud for Networking Engineers online classes incorporate 5 Hours of hands-on learning materials that introduce candidates to primary methods for comprehending, performing, and troubleshooting network performance testing in Google Cloud. With this course, candidates will learn network infrastructure, VPC networks, load balancing, and bandwidth as well as will gaining knowledge of specific tools for building advanced networks.

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

Offered by

National Institute of Electronics and Information Technology, Haridwar
Certificate

MATLAB Programming

6 Weeks
2,832

Offered by

Certificate

Microsoft Azure DevOps Certification Training Course (AZ-400)

The Microsoft Azure DevOps Certification Training Course (AZ-400) course from Edureka is developed by industry experts to align with industry requirements. Besides, if you are looking to crack the Microsoft Azure AZ-400 exam, this is the course for you. The training is designed to help new learners master the basics and advanced concepts of the Azure DevOps-related services.

The Microsoft Azure DevOps Certification Training Course (AZ-400) programme packs of instructor-led live online learning real-life case studies, quizzes, presentations, installation guides, and class recordings. You will also open an Azure Free Tier account to execute practicals in the curriculum. It also features a comprehensive curriculum, which explores topics like security, source code management, compliance, delivery, continuous integration, and monitoring in Azure.

With the Microsoft Azure DevOps Certification Training Course (AZ-400) syllabus, you will also learn to devise and implement strategies for collaboration. As the course reaches its end, Edureka will award you with accreditation for attending the course. Furthermore, if you have any queries during or after the course, you will have lifetime access to the Edureka support team.

Also Read:
Microsoft Azure DevOps Certification Course Training for AZ-400
DevOps Engineer for Microsoft Azure

...Read More
5.5 Weeks
19,999
Skills Covered:
Software development skills
Certificate

Hurricane Tracking with Satellite Data

A 5-weeks online programme, the Hurricane Tracking with Satellite Data course is developed to impart students with comprehensive knowledge about how they can analyse satellite data related to hurricanes and predict hurricanes’ paths to minimise the damage caused by them. 

Satellite-enabled data allows us to monitor, track and observe hurricanes from a secure distance. You will be gaining insights on how these datasets can be explored to derive descriptive stats. With the help of Hurricane Tracking with Satellite Data online programme, you will understand the important ideas of data science imperative to analyse, process, and finally interpret the large sets of data. 

Utilizing the tracking data made possible by satellites, you will see how predicting the paths of hurricanes is crucial in administrating, evacuations, and relief efforts to save countless lives that are endangered by these natural disasters.

The Hurricane Tracking with Satellite Data course by FutureLearn uses practical case studies and tutorials for enabling you to extract vital information from the satellite datasets.

...Read More
5 Weeks
Beginner
6,500
Skills Covered:
Data science knowledge Knowledge of Python Knowledge of Data Visualization
Introduction to Data Analytics

Offered by

Certificate

Introduction to Data Analytics

This Introduction to Data Analytics certification course provides a gentle introduction to data analysis principles, the role of a data analyst, and the techniques used to execute everyday tasks. The enrolled candidate will acquire knowledge of the data environment as well as the foundations of data processing, such as data collection and data mining. This Introduction to Data Analytics training in the course would teach students how to tell the difference between a data engineer, data scientist and data analyst. 

They will understand what a data analyst's duties are and what data analysis entails. In order to attain Introduction to Data Analytics certification at the end, the candidate will be able to compile an overview of the data environment, including databases and data warehouses. Following that, students can learn about the key vendors in the data environment and investigate the different technologies available on-premise and in the cloud. 

Continue on this thrilling trip to learn about Hadoop, Hive, and Spark, as well as other big data platforms. The candidate will begin by studying the basics of data collection and how to classify data sources. They'll then learn how to use visualizations and dashboard software to clean, interpret, and distribute the results. All of this culminates in the final assignment, which will assess their understanding of the course content, discuss what it means to be a Data Analyst, and have a real-world application.

...Read More
5 Weeks
Beginner
3,384
Skills Covered:
Data science knowledge Knowledge of Excel

Offered by

Certificate

Prepare Data for Exploration

The online course on Prepare Data for Exploration by Coursera is the third part of the series programme under the Google Data Analytics certificate. The course will equip the students with the skills needed to apply to introductory-level data analyst jobs. The experts will guide the students throughout the Prepare Data for Exploration online course. Over 24 hours, students will gain a detailed understanding of the following topics - Considerations in Data collection, Data formats in practice, The structure of data, Introduction to Data Ethics, the importance of data ethics, Introduction to data privacy, steps for ethical data use and others. The students will gain practical data analytics skills and learn how to use tools like SQL and spreadsheet to extract, organize and protect data. Hence the online session will help the students emerge as successful data analysts.

...Read More
5 Weeks
Beginner
3,384
Skills Covered:
SQL knowledge
Certificate

Fundamentals of TinyML

The Fundamentals of TinyML Training Course is an open course provided on the HarvardX platform coordinated by edX and Harvard University. The course will introduce students to the fundamentals of embedded systems and machine learning along with the core aspects of TinyML language.

The Fundamentals of TinyML Certification Syllabus will benefit students who are interested in data analysis and statistics. The course is an introductory level course that requires students to have knowledge about basic scripting techniques in Python. The course is supported by online study materials and instructed by Vijay Janapa Reddi and Laurence Moroney.

The Fundamentals of TinyML Course is taught over 5 weeks in a self-paced manner. The course focuses on the main aspects of deep learning, machine learning, and embedded devices and systems, like smartphones and other devices. Upon the successful completion of the online exams and assignments, students will receive a certificate if they choose the verified mode with the course fee. In the free mode, they can audit it for a limited period. 

...Read More
5 Weeks
Beginner
Skills Covered:
Machine learning Knowledge of deep learning Data science knowledge Knowledge of Artificial Intelligence
Certificate

Business Metrics for Data-Driven Companies

Offered by Duke University, and Coursera, the Business Metrics for Data-Driven Companies certification course is a 4 weeks online course. This programme is also the first part of the Excel to MySQL: Analytic Techniques for Business Specialization which takes 8 hours to complete. With this course, professionals will be learning to use, and make application of the different techniques of data analytics for all kinds of business companies to make them profitable.

Business Metrics for Data-Driven Companies training will help recognize the important, and critical metrics of business so that it can be differentiated from simple data. Also, this certificate course will let the participants get a proper picture of the vital roles of business data analysts, business analysts, or data scientists play in companies of different sizes. Finally, the certificate at the programme’s end will help to identify skills that are required for hiring, and then succeeding in the above high-demand roles.

...Read More
5 Weeks
1,699
Skills Covered:
Business analytics knowledge
Data Analytics Basics for Everyone

Offered by

IBM via Edx
Certificate

Data Analytics Basics for Everyone

5 Weeks
Beginner
Free

Offered by

National Institute of Electronics and Information Technology, Chennai
Certificate

Online Certification Course in Deep Learning using Tensorflow 2 and Keras

Online Certificate Course in Deep Learning using Tensorflow 2 and Keras by the National Institute of Electronics and Information Technology is a foundational course aimed at imbuing within students various Deep Learning skills and algorithm evaluation performances for multiple applications. It touches on machine learning, natural language processing (NLP), and programming languages that guarantee a career in AI.

The course is spread across five weeks and filled with several theory and practical learning modules. Moreover, the Online Certificate Course in Deep Learning using Tensorflow 2 and Keras by NIELIT also covers Cloud Computing, Internet of things (IoT) and Data Analytics. It includes case studies and projects which are industry-relevant. A course completion certificate is also provided to candidates towards the end of the programme.

Mr Ripunjay Singh is the instructor of NIELIT’s Online Certification Course in Deep Learning using Tensorflow 2 and Keras programme. Candidates need to dedicate one hour on weekdays from 3 PM to 4 PM. Candidates are selected on a first-come, first-serve basis.

...Read More
5 Weeks
2,000
Skills Covered:
Programming skills Knowledge of deep learning Data science knowledge Machine learning
Deep Learning with Tensorflow

Offered by

IBM via Edx
Certificate

Deep Learning with TensorFlow

A considerable amount of the world’s data is unstructured, including text, sound, images, etc. By joining the Deep Learning with TensorFlow certification course, you will learn how Deep Learning can be applied with TensorFlow to this kind of data and solve real-life problems. You will study the main functions, execution pipeline, basic concepts and operations of TensorFlow.

During the 5-week duration of the Deep Learning with TensorFlow online program, you will explore various kinds of Deep Architectures, like Autoencoders, Recurrent Networks, and Convolutional Networks. Also, you will learn how to implement TensorFlow for backpropagation to adjust the biases and weights while training the neural networks.

With the help of edX’s Deep Learning with TensorFlow course, you will learn how TensorFlow can be used in regression, minimizing error functions, curve fitting and classification. The course offers you free access to its contents for a limited duration and you can also get the option to avail of a professional certificate on completion after paying the prescribed fee. 

...Read More
5 Weeks
Intermediate
Skills Covered:
Statistical skills Knowledge of deep learning
Exploratory Data Analysis for Machine Learning

Offered by

Certificate

Exploratory Data Analysis for Machine Learning

5 Weeks
Intermediate
3,277
Certificate

Machine Learning for Data Science and Analytics

5 Weeks
Beginner
Free

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