Online IT Software Courses & Certifications

Deep learning is a powerful technology that is being used to solve problems in many different areas. Deep Learning is a 10-week-long online certification course which is brought to you by Carnegie Mellon University’s School of Computer Science Executive and Professional Education along with the online education provider Emeritus. This online course will teach you the basics of deep learning and how to apply it to real-world problems. With the help of this course, you will be able to understand how neural networks operate, identify the right architecture for your needs, and generate and refine deep learning models.

The Deep Learning certification by Carnegie Mellon University’s School of Computer Science will teach you the basics of deep learning and how to apply it to real-world problems. You will learn about different neural network architectures, including CNNs and RNNs. You will also learn about the concepts necessary to solve time-based problems.

Also Read: Online Deep Learning with Python Certification Courses

The Google Cloud Fundamentals: Core Infrastructure programme introduces essential concepts and terminology. To work with Google Cloud Platform (GCP), these essential concepts and terminology are a mandatory requirement. On the Google Cloud Platform, candidates are able to learn and compare different computing and storage resources including BigQuery, Google Cloud Storage, Google App Engine, Google Computer Engine, Google Cloud SQL and Google Kubernetes Engine. Candidates will be learning about the essential resources for resource and policy management like the Access Management of Google and the hierarchy of Google Cloud Resource Manager and Identity. Hands-on labs will give candidates the basic abilities to work with the Google Cloud Platform.

By enrolling on the Google Cloud Fundamentals: Core Infrastructure programme candidates will be acquiring fundamental knowledge on Google Cloud Platform. The Google Cloud Fundamentals: Core Infrastructure course is part of multiple programmes. All the programmes are related to the Google Cloud Platform. To become an expert, candidates are advised to take one of the programmes completely, not just the Google Cloud Fundamentals: Core Infrastructure course. Google Cloud Platform has so many uses in the real world. So the learning will help candidates to achieve many in their career.

Machine Learning for Accounting with Python is an intermediate-level certification course offered by the University of Illinois at Urbana-Champaign. The online course can be covered by the learners within about 64 hours. Machine Learning for Accounting with Python Certification Syllabus will walk you through the application of machine learning algorithms in problems related to accounting. 

Learning for Accounting with Python Certification Course, offered by Coursera, is the third in the four courses in the Accounting Data Analytics Specialization. Through the online course, the learners will be able to understand classification, clustering, Python programming, machine learning and the like. Machine Learning for Accounting with Python Certification by Coursera is an online programme prepared in a way that enables the students to take the course at their convenience and time. 

Considering the impact of modern technologies in leading organisations and businesses, the Digital Transformation: 5 Game-Changing Technologies for Business certification course has been meticulously planned so that it entirely covers the key factors that are driving the digital transformation in various leading organisations and businesses. 

Through imperial thought leaders, case studies & interactive video lectures, candidates get to fully understand how to use modern technologies & how to implement those technologies in various businesses. Candidates, through this course, will not only get to identify key components of a financial ledger but also be able to implement technological innovations that impact various aspects of a business.

A perfect combination of live online training & pre-recorded video lectures, aided with interactive activities enables high-impact learning among the candidates. From the cloud and the internet of things to big data, artificial intelligence, and blockchain, candidates get a proper understanding of a wide-range of useful technologies. 

Introduction to Accounting Data Analytics and Visualization is an online course designed for beginner-level students. The online programme is meant to help the accounting students to have analytical skills and equip them with the capacity to manage the data analytic programming languages such as R, Python and whatnot. Introduction to Accounting Data Analytics and Visualization Certification Syllabus will explore various aspects of financial accounting and analytics including data assembling, the process of big data analysis using Excel and Tableau and many more. 

Introduction to Accounting Data Analytics and Visualization Certification Course, the online programme by Coursera, is offered by the University of Illinois at Urbana-Champaign. It is the first course in the four Accounting Data Analytics Specialization courses. After the completion of the Introduction to Accounting Data Analytics and Visualization Certification by Coursera, the learners will be provided with a certificate of completion after making the payment of the fee prescribed by Coursera. 

MIT xPRO’s Designing and Building AI Products and Services programme is designed for entrepreneurs and tech professionals in AI. The course offers holistic insights into AI’s applications and design principles implied across numerous industries. Offered in partnership with Emeritus, this 9-week training primarily revolves around explaining AI tech tools and fundamentals, allowing you to explore the design processes involved in various AI-based products.

As you progress through the Designing and Building AI Products and Services course syllabus, you’ll learn how to create AI-based product proposals to present to your internal investors or stakeholders. MIT’s renowned faculty use in-depth examples and data to teach you the numerous stages in designing AI-based products, along with the essentials of deep learning and Machine Learning algorithms. Upon course-end, you’ll know how to use these to solve practical problems.

Moreover, the Designing and Building AI Products and Services online course enhances your knowledge via demos, design-support activities, and crowdsourcing. You’ll gain market-ready skills to evaluate AI solutions’ opportunities and make the cases for them. 

Lastly, MIT xPRO will also award you the Designing and Building AI Products and Services certificate, should you meet its eligibility requirements. 

The Causal Diagrams: Draw Your Assumptions Before Your Conclusions training course by edX actively points out the different methods of using causal diagrams and how they are useful in many disciplines such as statistics, epidemiology, policy evaluation, sociology, psychology, and many more. Here, the implications of causal diagrams and also their limitations are shown.

The Causal Diagrams: Draw Your Assumptions Before Your Conclusions certification syllabus comprises seven guided lessons in its first part. In the lessons taught in the Causal Diagrams: Draw Your Assumptions Before Your Conclusions certification course there will be introductions to DAGs, SWIGs; their rules, and problems, and also about confounding. Case studies about the real implications of the Causal diagrams will also be shown in the Causal Diagrams: Draw Your Assumptions Before Your Conclusions programme. There are also provisions of 90 % financial assistance for the low-income grade participants. It is a self-paced online programme. The Causal Diagrams: Draw Your Assumptions Before Your Conclusions certification course is verified by Harvard University.

The Certificate can be accessed in the verified track. The participants can share the certificate on all platforms such as Linkedin. The certificate will fetch a good career option and also better connections in Linkedin. 

There are two pathways in which enrolling in this course of edX is possible. One is the verified track, and the other is the audit mode. During the audit mode, the candidates shall have limited time access to the course, but access becomes unlimited during the verified track.

Design thinking, lean management, and agile organisation are essential methodologies in today’s ever-evolving tech industry. They are a vital component of any performance-centric tech team. The UX/UI Design by Ironhack will help you develop these techniques and enable you to develop innovative solutions for your stakeholders and users.

The UX/UI Design training will be hands-on, guided by expert instructors who combine teaching with their own work and projects. You will get a chance to develop your own exercises and projects based on real-life scenarios from day one. Feedback is the best learning tool, and Ironhack employs it generously. The course doesn’t feature any exams or grades and only focuses on offering job-ready skills.

Moreover, the UX/UI Design programme offers both online and in-person training. In-person training is available in cities like Amsterdam, Barcelona, Berlin, Mexico City, Madrid, Lisbon, Paris, Miami, and Sao Paulo. On the other hand, online training can be accessed worldwide.

The Business Analytics: From Data to Insights online course is designed under the Wharton Executive Education, in collaboration with Emeritus, an online education platform. The program has over 170 video lectures from Wharton’s expert faculty, providing general information about concepts and frameworks. Emeritus will offer four live-teaching sessions to improve comprehension of how to use business analytics to turn data into an advantage.

The Business Analytics: From Data to Insights program allows the candidates to get an experience of the Wharton culture through the lectures. The course includes case studies about media, consumer packaged goods, apparel, retail, technology, and financial services, concerning companies like Starbucks, Amazon, and Netflix. 

Additionally, the students have the opportunity to participate in a real-world simulation to help them understand how to formulate production and marketing strategies, gauging the impact of the decisions.

The expert faculty will brief the Business Analytics: From Data to Insights certification with a combination of live and recorded video lectures. Prof Christopher D. Ittner, Prof Peter Fader, Prof Raghuram Iyengar, Prof Senthil Veeraraghavan, Sergei Savin, Ron Berman, Prof Noah Gans, Prof Eric Bradlow, and Mattew Bidwell will be teaching the curriculum.

Analytics and big data are more than just data science and technology issues to be relegated to specialists. Moreover, the difficult part about engaging in analytics is not technology or data science. The Business Analytics: Decision Making with Data course is a 9-week-long online programme. It aims to provide you with a substantial understanding of analytics equipped with business-focused insight and grounded in practical application. 

The Business Analytics: Decision Making with Data syllabus has been divided into 9 weekly modules. The curriculum covers topics like exploratory analytics, good and bad analytics, causal analytics, linking analytics, Artificial Intelligence, and machine learning. You will also learn the language to work with data scientists effectively.

To finish the course, you are required to put in 4 to 6 hours per week. The Business Analytics: Decision Making with Data programme will include learning tools, such as live faculty webinars, real-world application exercises, peer learning, feedback, and more. You will also gain a verified e-certificate upon completing the course.

Artificial intelligence and machine learning advances run hand in hand with the degree to which quantum computing footprint improves. Thus, it is natural to leverage machine learning capabilities with the advent of quantum computing. This Quantum Machine Learning certification course will explore the underlying principles associated with futuristic technologies. 

The program on Quantum Machine Learning encompasses the advantages of machine learning once it is coupled with futuristic quantum technologies. These have the potential to provide the much-awaited advancements of this industry. Some examples include machine learning and select frameworks in Python. 

This Quantum Machine Learning training program is intended to be delivered across 9 weeks along with an input of 6-8 hours per week by the participants on their own time for optimum results. The University of Toronto is the partner institution for this self-paced course. The video transcripts are in English and the students have an option to get a paid plus official certification. 

The candidates who enroll in any track of the course will be able to progress at their speed. Both tracks - audit and verified may be opted for by the candidates for finishing the course. If the candidates are interested in learning for free without a certificate they may choose the audit track which is open for a limited period of access. For unlimited access, the students should switch over to the verified track by paying some fees.

The Introduction to programming with MATLAB programme course is about the MATLAB platform where the programming basics are introduced and computer, mathematical operations are performed in the platform with the help of programming logics. The programming with MATLAB is simpler and logical than any other programme and the software of MATLAB is designed with reduced complexity instances. The programming with MATLAB is useful for simple mathematical calculations to scientists and engineers. The programme is conducted by Coursera, the most popular learning digital website.

Due to the robust and user-friendly platform programme developers and analysts prefer the MATLAB platform and the new development versions of MATLAB for new progress in the fields. However, technical developments have taken place in the digital platform users require a very simple and speed responsive platform. Therefore the need for MATLAB platforms is becoming trendy and useful for programmers.

The programme Introduction to programming with MATLAB is provided by Coursera, the most engaging student-learning platform with a certificate. The online learning platform provides a certificate that is useful for career aspects during the hiring process.

If you love numbers, are curious to learn to code, and possess strong communication skills, then a career as a data analyst is for you! Since the world is increasingly becoming data-driven and data is useless without the skill to analyse it, the demand for data analysts is soaring. 

Ironhack’s Data Analytics course covers all core concepts of data analytics within a span of 9 weeks if pursued full-time and 24 weeks if pursued part-time. Conducted by industry-best instructors, this in-person training programme can help you start a career as a data analyst even if you do not have previous IT experience. 

The Data Analytics course syllabus is divided into 3 Modules + 60 hours of online learning material as pre-work that will help you become familiar with the course content. The course will be taken in four languages, and at the end of the course, your final project will determine whether you qualify for an interview in the Hiring Week. 

Deep Learning and Reinforcement Learning Certification by Coursera introduces its learners to two of the most sought-after avenues in Machine Learning-Reinforcement Learning and Deep Learning. The latter is abundantly used to power most of the AI applications that are used on a daily basis. Deep Learning and Reinforcement Learning Certification Syllabus exhaustively cover the theory of neural networks that form the basis of Deep Learning as well as modern architectures concerned with Deep Learning. 

As an intermediate-level course, it serves as the perfect second step for aspiring data scientists interested in getting hands-on experience with both the domains in Machine Learning to learn at their own pace and earn a certification. Delivered by IBM professionals, the course will focus on Reinforcement Learning once learners have developed a few Deep Learning models. Although Reinforcement Learning has only a few practical applications at present, it is coming up as a promising area of research in AI that is expected to become relevant in the coming future. At the end of the course, data scientists will find them to be well acquainted with the learnings provided in the course. They can easily implement them in their workforce and deliver timely solutions.

Business Intelligence using Power BI online certification is designed by Board Infinity, an online educational platform for job seekers and students that would assist them in setting realistic objectives and achieving their full potential. The Business Intelligence using Power BI online course by Board Infinity focuses on teaching the fundamentals of Microsoft Power BI and discusses the principles and strategies used to graphically analyze data.

Business Intelligence using Power BI online classes includes more than 20 hours of extensive video-based learning resources, which seek to explore a variety of Power BI functionalities such as Power BI visuals and Power Query for various business intelligence operations. This course also covers data visualization, data modeling, data analysis, and data analysis expressions (DAX), among other data science topics. By the end of this course, learners will have learned the fundamentals of dashboards and will be able to design several dashboards.

The Salesforce Platform Developer 1 certification course is offered by saasguru. This hybrid training course is a 9 weeks program which can be completed with efforts of just 8 hours in a week by the participants. This certification programme taught by industry leaders is ideal for admins, developers, and technical consultants. This course offers a dedicated mentor directly from the industry so that they are able to teach the programme and guide them till they get placed.

The Salesforce Platform Developer 1 training is for a duration 72 hours during which the candidates get mentoring sessions, live online sessions, and a chance to be a part of the Slack community to get their course issues addressed. The faculty of this programme are not theoretical trainers but are salesforce professionals who are accomplished. saasguru has a built-in learning platform where the students can collaborate deeply 24 x 7 with the salesforce gurus.

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The Blockchain Technologies and Applications for Business certificate course by Berkeley is extended by Haas Berkeley’s Executive Education (ExecEd). This training familiarises terms such as blockchains and cryptocurrencies for smoother business transitions for participants. The programme features eight modules.

With the course, students take a plunge into the applications of technology and study its effects on business and society. Berkeley’s Blockchain Technologies and Applications for Business programme span over two months of online learning.  It includes live sessions, technical workshops, and weekly technical deep dives with separate modules for learning engagement. The modules explore the birth and future of blockchain technology. 

Professor Maura O’Neill- Lecturer and distinguished teaching fellow at UC Berkeley, Devadutta Ghat- CTO, Live Planet Inc., Wesley Graham- Co-founder of FourthState Labs, and Hamdi Allam- Software Engineer at Twitter instruct this executive course. This varied panel of faculty lends wholesome learning to the Blockchain Technologies and Applications for the Business course by Berkeley.

If you are an aspiring entrepreneur looking to make your first entrepreneurial venture a success or a business owner wanting to take your business to the next level, the Entrepreneurship Acceleration online course by Wharton is the perfect course for you. This programme aims to train you in a set of skills that will help you to materialise your idea and increase the likelihood of your success. 

Wharton, in association with Emeritus, has designed the Entrepreneurship Acceleration Programme: Scaling Your Business course, offering flexible learning options so that the candidates can balance it with work conveniently. Moreover, the classes are conducted online while the tutorials and live discussions are recorded so that you can cover them at your pace. 

The Entrepreneurship Acceleration online programme is a two-month course, rife with video tutorials, application-based learning through real-world examples, peer learning sessions and quizzes and assignments. 

Besides, the course is taught by reputed faculty like David Hsu, Karl Ulrich, Lori Rosenkopf, Kartik Hosanagar and Ethan Mollick. After you complete the programme, you will also be eligible to receive a digital certificate of completion.  

AI or artificial intelligence is shaping our lives and fundamentally altering them. With the onset of open source software, big data, and cloud computing, AI has become an integral part of how organisations work. Artificial Intelligence Applications for Growth certificate course by Emeritus has been designed to create an awareness of AI as well as an understanding of how it can transform businesses. 

Moreover, the Artificial Intelligence online programme developed by Kellogg Executive Education dives into the varied uses of AI in building customer experience and business support. Artificial intelligence is the future of technology, and businesses must embrace it and work towards creating more profitable ventures. The programme also explores the ways AI has already transformed how organisations work and operate these days.

Besides, the Emeritus Artificial Intelligence Applications for Growth course is ideal for several profiles. These include executives, managers, and professionals who are either charged with finding AI strategies or who wish to improve their knowledge on the topic. By finishing the course, candidates will get a digital, verified certificate.

AI Foundation by DataMites is a beginner-level online course that can be conducive to executives, industry professionals, leaders, researchers, and students. Takeaways from the course will ensure that learners are able to contribute to their organization and its transformation potential. AI Foundation certification syllabus is specialised for managers and is delivered by Ph.D graduates and industry experts.

Students have the option to choose from three learning modes-  Live virtual, Classroom training, and Blended learning. The live virtual learning sessions are instructor-led and continue for 2 months. The blended learning programme includes self-learning and live monitoring and students can access the course for a year. The in-person classroom training is for 2 months.

The Artificial Intelligence for Robotics certification course is a free course of two months, where the training will be provided via an online platform. The course is offered by Georgia Tech Masters in Computer Science. The course will include the final project as the evaluation criteria for the certification. The Artificial Intelligence for Robotics training provided is of the advanced level. This course will cover the fundamentals of artificial intelligence, such as planning and search, probabilistic inference, localization, control, and tracking, focusing on robotics. The candidate will get Artificial Intelligence for Robotics certification as the course will end. The course will be taught by the industry pros themselves. In total, the Artificial Intelligence for Robotics certification syllabus contains six lessons that will be covered in two months.

The Data Science Foundation Course by Datamites is a high-level online programme designed to teach you the main concepts of Data Science. You will explore the three broad domains of Data Science, i.e., business domain knowledge, data skills/programming/Machine Learning (ML) and Statistics. The International Association of Business Analytics Certification (IABAC) accredits this programme.

The Data Science Foundation certification programme offers intensive two days of Live Virtual Classroom (LVC)/full-time classroom training as per the IABAC syllabus. You will learn via video lessons, case studies, Data Science projects, cheatsheets, datasets, etc., for an in-depth understanding of concepts. You will also receive an IABAC certification in digital format.  

During the Datamites’ Data Science Foundation online programme, you will learn from expert trainers, including industry professionals and PhDs with deep coaching and research experience. You will get an overview of ML with algorithms, basic statistics and applications of Data Science in the top five industry domains. 

The Data Science and Artificial intelligence Course is a 2-months Bootcamp to help you launch your data science career. This course, held on Saturdays and weekday evenings, will cover core topics from Deep Learning to Pandas. You will work in teams equipped with premium tool belts and gauge your Data Science expertise via teachers and peer interactions.

Le Wagon also provides a ‘Data prep week’ right before the Bootcamp commences. In this, you’ll strengthen your Python, OOP, and Iteration skills and develop a robust foundation to study the Data Science Course syllabus. 

Apart from a thorough syllabus, the Data Science part-time training course provides numerous avenues for networking and learning. You’ll get access to Le Wagon’s online education platform for screencasts, lectures, challenges, etc. In addition, Slack groups will be available for tips from professional data analysts, scientists, and exclusive freelance opportunities. 

You will also become a part of Le Wagon’s global community, featuring 11,105 alumni, developers, entrepreneurs, etc. After the Data Science part time online programme completion, you’ll also receive career services through numerous networking events, job fairs, Le Wagon’s career guide, and alumni coaching sessions.

The Software Architecture & Design training programme is an intermediate level course delivered by Udacity and Georgia Tech. The programme has been designed to teach the concepts and principles involved in designing and analysing large software systems. It will run for a duration of approximately two months.

The Software Architecture & Design course curriculum has been divided into four sections that include Introduction, UML and Analysis, Software Design, and Software Architecture. You will learn through rich learning content crafted and taught by industry professionals. You will test your knowledge through interactive quizzes and learning exercises.

In addition, the Software Architecture & Design online course is free of cost to join for everyone. The programme has been offered by Georgia Tech in collaboration with the Udacity platform.

If you are a Software Engineer, this course can propel your career forward and help you gain better career opportunities. Moreover, since the format is self-paced, you can manage to complete the Software Architecture & Design training along with your job by learning at your convenience.

Digitalization has taken over the economy as online shopping and e-commerce have become a part of the lifestyle of most people. This widespread growth of online buying platforms is the main reason many offline businesses have been replaced, and can barely survive the digital wave. Therefore, the Digital Transformation certificate training course by Emeritus helps you address this growing need.

Data and technology are the future, and thus digital transformation is a necessity. Moreover, this programme allows managers to master the latest techniques and strategies to stay ahead of their rivals. This two-month Digital Transformation online course by Haas UC Berkeley Executive Education also dives into several processes and opportunities for digital transformation. 

The curriculum discusses various digital business models to help organizations earn profits using simple digital techniques. Thus, Emeritus’ Digital Transformation certificate programme is ideal for mid to senior-level managers who have observed disruptions in their business and wish to improve their sales through fundamental changes. Candidates can earn a digital certificate at the end of the course. The accreditation is an excellent addition to their resumes and will improve career prospects.

Digital Transformation: Platform Strategies for Success programme by Emeritus is an introductory study into the numerous ways in which network markets are transforming the economy. This course provides the strategies required for monetizing, designing, and launching a digital platform.

In the Digital Transformation: Platform Strategies for Success course, learners will grasp the basics of digital transformation and learn why platforms beat products. You will be taught how to make your own business a platform and contribute to its growth. Additionally, you will discover ways to leverage open innovation for your digital platform.

The online Digital Transformation: Platform Strategies for Success course is a comprehensive 2-month programme that helps to gain an understanding of governing a digital platform, evaluating the competition, and gives a futuristic view of digitalization across industries. Get a competitive edge by earning the course completion certificate, and embark on a digital transformation journey.

The programme was developed through a partnership between MIT Sloan and Emeritus.

The Data Streaming Nanodegree Programme has a custom study plan that lets you train at your own pace. The programme comprises two different courses followed by industry-based projects. The projects enable you to implement the concepts and techniques that you have acquired during the training. The programme is structured to help you in learning all its content within two months. 

The Udacity Data Streaming Nanodegree Course is crafted to provide you with the knowledge essential to grasp the core skills and theories of data engineering tools. The course curriculum covers Apache Kafka, Apache Spark, Kafka Streaming, and Spark Streaming. You will learn about the fundamentals of the data streaming and data analysis using the formerly-mentioned tools. Also, the training enables you to gain fluency in real-time data ingestion and data processing.

Moreover, data streaming systems find applications in several IT domains. With Udacity, you can avail benefits such as career support, career coaching sessions, mentor support, project reviews, quizzes, and live projects. Further, by enrolling in the Data Streaming Nanodegree Course, you get to learn industry best practices and practical tips to boost your learning outcomes and career growth. 

The Artificial Intelligence in Healthcare Certification Course aims to introduce participants to Machine Learning and Artificial Intelligence and their applications in the health and healthcare ecosystem. Learners will acquire real-world knowledge about how Data Analytics and related technologies work. The training will emphasise how these technologies are being applied to optimise healthcare service delivery across the world.

The Artificial Intelligence in Healthcare Certification Syllabus includes all the latest trends in AI application. The programme is delivered by a team of leading experts, from around the world. They will prepare you to adopt AI-enabled healthcare management practices. It is suitable for health care providers, health informatics professionals, health administrators, evaluators, researchers, and anyone involved in any capacity in the health and healthcare sectors, with at least two years’ experience.

The Artificial Intelligence in Healthcare Training includes eight modules taught over seven weeks in a virtual, synchronous mode. Each lecture will be two and a half hours long. Before learners appear for the session, they must go through the reading material for that particular module.