Online IT Software Courses & Certifications

The AI Product Manager certification by Udacity has been specially designed and conceptualized to give the learners an understanding of the AI concepts. The curriculum has been structured in such a way to ensure that the learners develop the skills required to evaluate the business value of an AI product and to ensure the success of the product by focusing on potential biases, scalability, and compliance. 

The learners will discover how to assess an AI product's commercial value. They will familiarize themselves with the basic Artificial Intelligence ideas and become adept at them. Then they will learn how to scope and construct a data collection, train a model, and assess its business impact. The learners will then develop the skills required to evaluate the business value of an AI product and to ensure the success of the product by focusing on potential biases, scalability, and compliance.

The AI Product Manager certification by Udacity is a two months online Nanodegree programme with flexible learning hours. The curriculum includes real-world projects built in partnership with top-tier companies, classroom mentorship, moderated forums, and personalized project review by experts for each project. The student hub and workspace have been made available for the convenience of the participants.

With the need for accessing personal data increasing, it is essential for you to excel in protecting user privacy. While there are umpteen privacy use cases unsolved, in recent years, privacy-preserving technologies have developed. The Secure and Private AI certification course introduces you to three groundbreaking privacy-preserving technologies, including differential privacy, federated learning, and encrypted computation.

You will also master the usage of OpenMined's PySyft and deep learning tools such as PyTorch. These offer distributed and cryptographic technologies for safely training Artificial Intelligence (AI) based models on distributed private data. You can also participate in Facebook’s Secure and Private AI Scholarship Challenge. It will help you enrol in the Secure and Private AI training and win the Deep Learning or Computer Vision Nanodegree programme scholarship.

Secure and Private AI programme from Facebook is an advanced-level free course. It runs for nearly two months and provides rich learning content, interactive quizzes, a self-paced learning approach, and industry professionals’ mentorship. Besides, you will learn by doing exercises.  

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 three-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 course titled AI-led Business Strategies focuses on the integration of Artificial Intelligence (AI) technologies and strategies into various aspects of business operations. The course aims to equip participants with the knowledge and skills required to leverage AI effectively to enhance business performance, drive innovation, and gain a competitive edge in the market.

The programme is tailored for professionals seeking to enhance their understanding and broaden their expertise in AI and its practical applications within business contexts and strategies. AI-led Business Strategies certification by Emeritus is a 2-month intensive course delivered online. It requires the participants to dedicate 4-6 hours each week. The programme caters to professionals who have a desire to further their knowledge and expertise in AI, focusing on its implementation in business scenarios and strategies.

The AI-led Business Strategies certification course is offered by the Singapore Management University. The course includes 8 modules of live teaching, along with assignments, case studies, industry examples and discussion boards to provide participants with a comprehensive learning experience. Participants will have access to real-world industry examples and world-class faculty.

Also, read: 

• Artificial Intelligence Certification Courses
• Business Strategy Certification Courses
• Artificial Intelligence and Machine Learning Certification Courses

Problem-solving for humans can be a tough nut to crack, and that is why certain approaches to problems can be tweaked for efficient resolution. Problem-solving in the field of artificial intelligence is not confined to a single approach but many. Problem solvers may be based on memory, search, reasoning, and knowledge representation. In AI: Constraint Satisfaction certification course, the approach to problem-solving by posing them as constraint satisfaction problems has been discussed lucidly along with the general methods to solve them. 

AI: Constraint Satisfaction certification by IIT Madras. The course is taught by renowned IIT Madras faculty Prof. Deepak Khemani. Throughout this course, candidates will learn how a user poses a problem as a CSP, and then calls an off-the-shelf solver. This course carries two credits and will teach candidates about the general approaches to solving finite domain CSPs while exploring how search can be clubbed with constraint propagation to determine solutions in the field of Artificial Intelligence.

The AI: Constraint Satisfaction online course is a companion to Artificial Intelligence: Search Methods for Problem Solving course and Artificial Intelligence: Knowledge Representation & Reasoning. It has been approved by AICTE as an FDP course to upskill the faculty in the current domain.

In the Introduction to Watson AI online course, the applicants will be learning the working principles of using Artificial Intelligence with the help of the mechanisms of IBM Watson. The students will be studying the ways AI works on the IBM platform. The ways of how Watson works with its client will also be covered in the Introduction to Watson AI certification syllabus. 

The Introduction to Watson AI programme will be delivered in 8 weeks time frame. The module will cover important topics and will help the candidates develop an understanding of-  How IBM Watson AI works, Experience and demonstrate AI in action yourself using Watson, Common use cases for AI, Fundamentals of AI and Watson machine learning, and others. For making the course accessible subtitles are available and lecture videos, quizzes, and assignments have been provided. The programme has the provision of self-paced learning.

Learners will have the leverage and choose any track from the two mentioned ones: audit and verified tracks. These tracks are self-paced and offer limited and unlimited course material access for the verified and audit tracks respectively.

This story-driven course of Data Ethics, AI, and Responsible Innovation by edX will be taught to the candidates by the experts leading in the field of data science, science and technology studies, innovation, and responsible research with the help of various case studies. The candidates will be taught to look at the original controversies in the world and challenges related to ethical issues possessed by large data. The candidates will be able to understand the complexities and realities by making an ethical decision with a competing interest.

The candidates will interact with predictive policing, and human autonomy and will get to know about the emerging new approaches in the industry to develop their understanding related to all of the concepts (Artificial Intelligence). The candidates will get experienced instructors like Ewa Ludger, Burkhard Schafer, and Morgan Currie from the University of Edinburgh.

The duration of the Data Ethics, AI, and Responsible Innovation certification by Edx is 7 weeks and 2-3 hours of weekly effort needed by the candidate. The video transcript of the Data Ethics, AI, and Responsible Innovation certification course will be in English and the level of teaching will be intermediate. One can find two tracks - audit and verified track which if enrolled into will offer course access. The audit track offers free limited access to the course only for a specific period. On the other hand, the candidates will get verified track access for a lifetime by only paying some amount of money.

Knowledge-Based AI: Cognitive Systems training is a core programme in artificial intelligence offered by the Udacity learning platform. Since this is an advanced-level course, it involves significant independent work, readings and challenging assignments and projects. 

Moreover, the Knowledge-Based AI: Cognitive Systems curriculum covers the structured knowledge representations, knowledge-based problem-solving methods, along with planning, learning and decision-making. The syllabus includes nine lessons that are further divided into multiple topics. 

The Knowledge-Based AI: Cognitive Systems programme has been designed to fulfil three learning goals. The first goal is teaching the methods, concepts and prominent issues related to knowledge-based Artificial Intelligence (AI). The second goal is to teach the specific abilities and skills required to apply the concepts to designing knowledge-based AI. And the third goal is to understand the relationship between knowledge-based AI and human cognition. 

Additionally, the Knowledge-Based AI: Cognitive Systems online course is a free-to-learn course that will run for an approximate duration of seven weeks and allow you to learn at your convenience, pace, and from the comfort of your home.

Evaluations of AI Applications in Healthcare is a beginner-level online programme offered by the Stanford University School of Medicine which is accredited by the Accreditation Council for Continuing Medical Education (ACCME). Evaluations of AI Applications in Healthcare Certification Syllabus, prepared by Tina Hernandez-Boussard and Mildred Cho, will provide the candidates with a deep understanding of the application of artificial intelligence in healthcare and evaluation of the effects of AI healthcare solutions. 

Offered by Coursera, the Evaluations of AI Applications in Healthcare Certification Course is provided completely in the mode with a flexible deadline where the students can set the deadline as per their own schedule. Evaluations of AI Applications in Healthcare Certification by Coursera is the fourth in the five courses of AI in Healthcare Specialization. 

The Certificate Course in Artificial Intelligence by NIELIT created by the national institute of electronics and information technology, Gorakhpur is a package equipped with course content that is structured by experts to help candidates learn the fundamentals of AI.

In the course duration of 6 weeks, candidates need to devote about 3 hours per day to this course. During this time candidates will be able to learn skills that they can implement in their respective fields in order to get positive outcomes. This course will help candidates learn about python and Artificial Intelligence terminologies, function calls, data types, machine learning, and GUI applications. Certificate Course in Artificial Intelligence will come in handy to the participants who aspire to work in this field. A certificate will be received by the candidates at the end of the Online Certificate Course in Artificial Intelligence that they can display in their resumes and can also post in their CVs that they have uploaded on a platform like LinkedIn to fetch more job opportunities.

The Ethics in AI and Data Science certification course provides an amazing opportunity for all the candidates who want to learn about the fundamentals of AI, data and business ethics. The Ethics in AI and Data Science certification course equips the candidates with the skills needed to develop and combine ethical principles and frameworks within Data Science and Artificial Intelligence to ensure transparency in their business initiatives.

Candidates who want to successfully learn techniques from this course should spend 1-2 hours per week. The course curriculum offered here is a self-paced level programme. The Ethics in AI and Data Science certification by edX will teach the candidates introductory level knowledge in Artificial Intelligence and Data Science. Course certification is provided with the edX platform with the logo of the Linux Foundation institution. Verified certification is provided after completion of this programme and paying the fees to the platform authority. Students will learn about all the necessary and required information which is needed to excel in their candidates.

The candidates can pursue the programme in two different enrollment modes; verified and audit tracks. In the free audit mode, the learners can access the course only for a limited period of time. 

Automation has the potential to assist the business to maximize its worth; however, professionals must be able to understand its consequences and have the confidence to use it in their organisations and teams. The Artificial Intelligence: Implications for Business Strategy certification course teaches applicants how to incorporate machine learning (ML) and artificial intelligence (AI) into the company strategy, as well as how to create a road map for execution.

The Artificial Intelligence: Implications for Business Strategy certification by Getsmarter equips applicants with the knowledge to drive AI adoption in business, with an emphasis on the institutional implications and possibilities of robots, machine learning, and natural language processing. Candidates will be armed with the expertise required to convert their firm into a future-oriented, sustainable, and innovative enterprise.

Along with the technical features of Artificial Intelligence and Machine Learning, the Artificial Intelligence: Implications for Business Strategy online course focuses on operational and management implications of AI and ML technologies, as well as how they may be implemented in the workplace.

An IDC report states that Businesses worldwide are expected to spend $2.3 trillion by 2023 on digital transformation technology and services. The Digital Business Strategy: Harnessing Our Digital Future certification course focuses on a novel approach to striking a balance across old approaches and innovative ways for businesses to leverage disruptive technology to enhance best practices.

The Digital Business Strategy: Harnessing Our Digital Future certification by Get smarter and MIT focuses on harmonizing various essential relationships: physical objects, human brains and machines, digital platforms, the crowd, and the core (centralized knowledge) with a concentration on allowing efficient digitalization.

The Digital Business Strategy: Harnessing Our Digital Future online course delves into the possibilities of disruptive technologies for business, preparing candidates to lead innovation inside their own company. Candidates will be advised to utilize their acquired corporate strategy knowledge throughout the online course in real-life circumstances, and candidates will eventually get an MIT completion certificate.

Artificial intelligence (AI) is progressing from disruptive technology to practical application. With AI's growing popularity across sectors, comprehending its applications and services is increasingly critical for maximizing its operational efficiency. The Artificial Intelligence Strategy certification course gives applicants a thorough grasp of AI technologies.

Since the beginning of the COVID-19 epidemic, 30% of firms have stated plans to expand AI initiatives. The Artificial Intelligence Strategy certification by Getsmarter and UC Berkeley covers the present environment as well as the practical effects of Artificial Intelligence on business. The training will give up-to-date, value-added knowledge about AI in commerce. However it is not a technological course, it does provide individuals with the information they need to keep their organisations aligned with an AI strategy.

The Artificial Intelligence Strategy online course is guided by industry leaders that encourage students to understand the potential and difficulties that artificial intelligence provides for the sector and build an effective AI plan for deployment inside their company.

Artificial intelligence (AI) has already had a major impact across the economy, running in short order in the global business environment. To truly understand the potential it holds, you first need to understand how technology works. The Oxford Artificial Intelligence Programme certification course discusses the framework of artificial intelligence technology with a brief overview of its history, capabilities, functionalities and implied ethical challenges.

The Oxford Artificial Intelligence Programme certification by Getsmarter covers what is the use of artificial intelligence now and in future. The course teaches how artificial intelligence can be implicated in business. The course encourages critical evaluation of artificial intelligence. The course introduces AI sub-disciplines and mechanics including various types of deep learning, machine learning and neural networks.

The Oxford Artificial Intelligence Programme certification course Introduces real-life case studies and empirical research to form an opinion on the capabilities and potential of artificial intelligence and its use in personal as well as organisational context. The course helps to develop a basic understanding of artificial intelligence technology.

Everyone is aware of the potential of artificial intelligence, and this 6 weeks Artificial Intelligence in Health Care certification by MIT Sloan School of Management and the MIT J-Clinic in association with GetSmarter explains how AI is required for the proper functioning of the Healthcare sector. This will make the work of both medical professionals, and organizational leaders easy.

Artificial Intelligence in Health Care certification syllabus gives an overview of AI in areas of patient care, breast cancer risk, chemotherapy regimens, and also ICU death predictions. When patients increase their datasets also increase, and it makes the data analysis for the hospital management very difficult. That is where AI jumps onto the picture and makes Data Analysis very economical and simple.

Artificial Intelligence in Health Care training is a short online course that helps explore the different facets of Artificial Intelligence like its application areas, limitations, and even industry opportunities. Further, the participants will have hands-on knowledge of applying techniques like Data Analytics, Natural Language Processing, and Machine Learning in contexts like disease diagnosis and hospital management. 

The Developing AI Applications on Azure certification by Coursera will equip users to create and work on an Azure Machine Learning Workspace, all to create their models and test run them on the cloud. 

The learners delve into algorithms, types of machine learning. They’ll learn the practical applications of Python for machine learning solutions, as well as certain scientific ecosystem packages which will help you implement machine learning. Along with standardized approaches to data analytic, they’ll learn Microsoft's Team Data Science Approach. 

Another perk of the Developing AI Applications on Azure certification course is that the learners will familiarize themselves with pre-trained and managed machine learning which is offered as REST API's in their suite of cognitive services. Other concepts include facial recognition API, sentiment analysis with the natural language service, implementation of solutions via the computer vision API.   

Created by Learnquest and available on Coursera, the Developing AI Applications on Azure certification course will take the learners through Artificial Intelligence, Machine learning, Data Analytics, Python programming, etc. Hands-on exercises will polish the AI skills of candidates and also equip them to deploy their machine learning models.

The Building AI Applications with Watson APIs programme certification by Coursera will equip the learner with the skills to create applications that can leverage multiple Watson AI services (Discovery, Assistant, Speech to Text, and Text to Speech). They’ll become proficient in incorporating Watson services as well as in building interactive data retrieval systems with Discovery + Assistant.

The Building AI Applications with Watson APIs certification course which is developed by IBM and offered in the Coursera platform, gives the candidates exposure towards learning varied skills namely, Chatbot, Watson AI, Machine Learning, Python Programming and Artificial Intelligence. The programme is imparted through different ways namely videos, assignments, quizzes, recorded content and exercises. 

The Building AI Applications with Watson APIs certification by Coursera enables candidates to learn the best practices prevailing in the industry for combining Watson services via Watson Assistant and Watson Discovery. 

AI in Healthcare Capstone will enable the student to have practical experience of the knowledge and skills acquired in the AI in Healthcare Specialization. The programme offered by Stanford University will provide the learners with an opportunity to look into the case of a patient who has respiratory symptoms and is under the care of a primary care provider due to the COVID19 concern. AI in Healthcare Capstone Certification Syllabus will provide the students with an understanding of applying artificial intelligence in healthcare. 

Provided by Coursera, the AI in Healthcare Capstone Certification Course can be completed within about 11 hours and the candidates will be provided with a certificate after the completion of the course. AI in Healthcare Capstone Certification by Coursera is the last course in the AI in Healthcare Specialization. 

The AI for Business Leaders certification by Udacity is ideally best suited for business leaders, managers, and business executives involved in taking strategic decisions in their company. The candidates post pursuing this programme will be able to evaluate proposals both impacting in terms of technical and business feasibility. The AI for Business Leaders certification course can help entrepreneurs, CEOs, etc. navigate their way through the world of Artificial Intelligence. The past decade has witnessed the rise of artificial intelligence in a way that brought a massive transformation in the field of workplace and computer science. 

The AI for Business Leaders certification by Udacity through real case studies equips the candidates with the ability to formulate strategic questions, develop proposals for evaluating opportunities to integrate artificial intelligence technology and machine learning processes into a business plan. With the capstone project, they will build an AI-based approach that could be deployed within organizations. 

Through the Applications of AI Technology certification by Futurelearn, you will understand how artificial intelligence technology is affecting and shaping the future of four key areas of today’s world. You will focus on one area every week. Each topic includes a specific idea of how AI influences that area in the future.

The Applications of AI Technology certification by FutureLearn incorporates the application of AI studies in four different areas. Deep Learning algorithms, intelligent systems, AI in medical health, and AI in fisheries management are covered in the course. With intelligent systems, you will explore genetic algorithms, neural networks, and particle swarm optimisation.

You will learn how machine learning is extremely helpful in forecasting models and finding clinical data patterns. With deep learning lessons, you will be introduced to methods of how virtual reality (VR) is used to train self-flying drones. Finally, with the Applications of AI Technology online course, you will investigate fisheries management. The course will also cover how AI can help bring sustainability to ocean fisheries.

The AI for Leaders certification course by Edx bridges the void between AI and Business. Artificial intelligence is often seen as the inevitable future that will disrupt human life by interfering to an enormous extent. However, on the other hand, AI is also expected to aid human growth and the world economy. Hence, we must learn more about AI and determine how it could help executives and leaders in the future. 

The AI for Leaders certification by edX aims to spread awareness of what AI has to offer in the business world. Professionals who are the decision-makers in their organisations can benefit from the programme and raise their companies’ levels. What’s more, the AI for Leaders online course delves into how Artificial Intelligence can influence and affect the customer base, investors, employees, and operations of a company. 

An AI-powered business model can take your organisation to new heights and into the league of tech giants like Apple, Alphabet, Amazon, and Uber. The online AI for Leaders course uses various teaching aids like video lectures, case studies, exercises, and reading material from top publications to bring more understanding. The candidates can pursue the course in two different modes; verified and free audit. In the free audit mode, they will have only a limited period of access to the programme. 

In an era of big data and social media, we have huge amounts of datasets at our disposal. Hence, it is necessary to address the loopholes that may be present in Artificial Intelligence technologies. The Bias and Discrimination in AI certification courses are designed to investigate the technical and social dimensions of fairness and bias in algorithm design and machine learning.

The inequalities related to socio-economic status, skin colour, and gender that are deeply rooted in our society have already made their way into the Artificial Intelligence systems utilised for decision making. The Bias and Discrimination in AI course by edX will explore the impacts of such biases and raise awareness about the same. The four-week programme is curated by the University of Montreal, a leading French-language institute based in Canada.

The growing usage of AI across all sectors raises considerable social justice and ethical concerns. Therefore, Bias and Discrimination in AI online courses will make you informed about how AI discrimination can have drastic effects on our daily lives. Students must have a fundamental understanding of machine learning to pursue the MOOC. The candidates will be proceeding to the course in a self