Page 32 - List of all Courses & Certifications - Eligibility, Fees, Duration, Career Options

Offered by

The Linux Foundation via Edx

Certificate

Building Microservice Platforms with TARS

TARS is a new-age distributed microservice applications framework developed to support multiple programming languages like C++, Java, Golang, PHP, Node.js, and Python, allowing enterprises and developers to quickly build reliable and stable applications that run at scale. This Building Microservice Platforms with TARS course is an introduction to the TARS framework and microservices for beginners.

The Building Microservice Platforms with TARS programme by edX will show you why an increasing number of companies and developers have opted for TARS to build their services. The course is ideal for enterprise managers who wish to explore internal technical architectures, as well as engineers working in microservices. Besides, anyone interested in software architecture will benefit significantly from this course.

Moreover, Building Microservice Platforms with TARS online programme also offers a certificate experience for those who wish to put their skills to work and make a career in it. The programme is offered by edX in collaboration with The Linux Foundation. According to the preferences, candidates will be able to select either the verified track or the audit track. For free limited access, the candidates can pick the audit mode whereas for the unlimited but paid version, the candidates can pick the verified track.

7 Weeks

Beginner

₹ Free

Compare

Skills Covered:

Software development skills

Offered by

The Linux Foundation via Edx

Certificate

Introduction to Hyperledger Sovereign Identity Blockchain Solutions: Indy, Aries & Ursa

Trust is broken on the internet. The advice is always the same – when you go online, ensure that you know what’s behind every button before clicking it. In this Introduction to Hyperledger course, you will look at three Hyperledger open-source projects – Aries, Indy, and Ursa. Moreover, you will get to know about the tools, reusable components, libraries attached to the projects.

The Introduction to Hyperledger programme will also teach you how to use these platforms to build applications. You will also learn how these technologies make the internet a safe place for everyone. The course is catered towards a wide-ranging audience, preferably those in the Business Administration or technology discipline.

The Introduction to Hyperledger online training is delivered by edX and developed by The Linux Foundation. Expert faculty from this institution will mentor the video lectures. A certificate option is also available if you’re looking to pursue a career path in a related field. According to the preferences, candidates will be able to select either the verified track or the audit track. For free limited access, the candidates can pick the audit mode whereas for the unlimited version, the candidates can pick the verified track.

7 Weeks

Beginner

₹ Free

Compare

Skills Covered:

Knowledge of Blockchain

Offered by

Georgia Tech via Udacity

Certificate

Knowledge-Based AI: Cognitive Systems

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.

7 Weeks

Expert

₹ Free

Compare

Skills Covered:

Knowledge of Artificial Intelligence

Offered by

Rotman School of Management, Toronto via Emeritus

Certificate

Healthcare Analytics: AI, Big Data & Digital Transformation

Today’s healthcare institutions have access to mountains of data but don’t have the expertise and knowledge to leverage it to improve care and outcomes for their organisation. Understanding how to implement data-driven solutions can help you operate more efficiently. The Healthcare Analytics online course can help you with that.

The Healthcare Analytics programme can help you gain fluency in healthcare analytics. You’ll learn to effectively communicate with analysts, employ data for optimal business and healthcare outcomes, and build a roadmap to adopting analytics in your organisation. In this way, you can continue to lead—and succeed—with data.

By the end of the Healthcare Analytics online course, you will have increased healthcare literacy and will be able to make data-driven decisions for the betterment of your organisation. This programme is developed by The Rotman School of Management and delivered by Emeritus. You’ll also get a certificate at the end of the course.

7 Weeks

$ 2,600

Compare

Skills Covered:

Data science knowledge Knowledge of healthcare sciences

Offered by

Google via Edx

Certificate

Google Artificial Intelligence for JavaScript Developers with TensorFlow JavaScript

7 Weeks

Beginner

₹ Free

Compare

Offered by

The Linux Foundation via Edx

Certificate

Business Considerations for Edge Computing

Offered by edX, this is a 7 weeks online course in which students have to contribute 1-2 hours of weekly effort to be able to complete the Business Considerations for Edge Computing training. The computing programme is free of cost but with an additional fee of the specified amount, the candidate can secure a Verified Certificate from the institution. Linux FoundationX has come up with the Business Considerations for Edge Computing certification course at an introductory level for students who are keen on learning about digital transformation.

The course will help candidates study what Edge is and how it has been a huge player in digital transformation in the world. Along with studying Edge, students will also study its relationship with and the rise of its ancillaries such as 5G, IoT, and AI. Candidates and faculties will together analyze data security and privacy so they can share examples and methods of how they can encourage more innovation with Edge under the Business Considerations for Edge Computing online course. The candidates will get free audit track access for a limited period only whereas the verified track gives unlimited access to the course. Both these tracks can be learned in the self-paced mode.

7 Weeks

Beginner

Compare

Skills Covered:

Knowledge of Digital Tools

Offered by

Google via Coursera

Certificate

Preparing for Your Associate Cloud Engineer Journey

Preparing for the Google Cloud Associate Cloud Engineer Exam course helps the learners to gain many skills and be prepared for their upcoming exams. It also covers the structure and format of the examination. This Preparing for the Google Cloud Associate Cloud Engineer Exam course offered and instructed by Google Cloud Training is a one-stop destination for learners to be prepared for their examination in an adequate and reasonable amount. It also gives out many benefits for the learners.

Preparing for the Google Cloud Associate Cloud Engineer Exam course is prepared for their learners to gain the required knowledge through lectures, demos and hands-on labs so the learners can have an understanding of the domains which are required for the examination.

7 Weeks

Intermediate

₹ 4,115

Compare

Skills Covered:

Knowledge of cloud computing

Offered by

Google via Coursera

Certificate

Preparing for the Google Cloud Professional Data Engineer Exam

The Preparing for the Google Cloud Professional Data Engineer Exam certification course is basically for those students and aspirants who are eligible for the Google cloud professional data engineer exam but couldn’t prepare on their own.

The aim of this Preparing for the Google Cloud Professional Data Engineer Exam training is to help those who are eligible, have faith in their ability to take the exam and to assist those who are not qualified in developing their own training plan. The student enrolled in the course needs to go through assessments, tests, and various other assessment patterns to attain Preparing for the Google Cloud Professional Data Engineer Exam certification at the last of the completion of the course.

The course does not have any fixed deadlines for submissions. The candidate needs to devote complete nine hours in a week to the course if he or she wants to succeed in it. The Preparing for the Google Cloud Professional Data Engineer Exam certification syllabus is entirely based on the advanced level study that gives students a 100% guarantee that they will clear this exam with good rank.

7 Weeks

Expert

₹ 4,091

Compare

Skills Covered:

Machine learning Knowledge of cloud computing

Offered by

Google via Coursera

Certificate

Building Resilient Streaming Analytics Systems on Google Cloud

7 Weeks

Intermediate

₹ 4,117

Compare

Offered by

Google via Coursera

Certificate

Developing a Google SRE Culture

7 Weeks

Beginner

₹ 4,117

Compare

Offered by

IBM via Coursera

Certificate

Tools for Data Science

Some popular data science tools used today include JupyterLab, RStudio IDE, Jupyter Notebooks, Git, GitHub, and more. Tools for Data Science by Coursera will introduce you to these data science tools and their features.

The Tools for Data Science certification is a part of a series of certification programmes related to data science and can be applied to different specialisations. Over the period of seven weeks, you will learn 18 hours of content in the form of video lessons and will receive extra readings and quizzes. You will have to create a final project at the end of the programme to showcase your skills and proficiency.

The Coursera Tools for Data Science programme is offered by IBM. It is easy to comprehend as it is a beginner-level course with flexible deadlines. You can earn digital badges and a shareable certificate that will help you enhance your resume and can be shared on LinkedIn.

7 Weeks

Beginner

₹ 4,115

Compare

Skills Covered:

Data science knowledge R Programming Knowledge of Python

Offered by

IBM via Edx

Certificate

Data Science Tools

The Data Science Tools certification course from IBM provides you with a background on popular data science and data visualisation tools, including RStudio IDE, Jupyter Notebooks, and Watson Studio. Learn about the proper usage of each tool and how data scientists utilise these tools today. You will also get to understand what programming languages the data science tools can execute and what limitations and features they possess.

The seven-week-long Data Science Tools programme is introductory and belongs to the Data Analysis and Statistics domain. Besides, the tools will be hosted in the cloud, and you will learn to follow instructions and test the tools to run simple code in R or Python. For finishing the training, you will complete a final project on IBM Watson Studio with a Jupyter Notebook on Cloud.

Moreover, you must demonstrate your expertise in writing Markdown, preparing a notebook, and sharing your work with peers. This hands-on Data Science Tools training will familiarise you with some of the most in-use, greatest, and latest data science tools. The course curriculum, divided into six modules, allows you to learn through lab sessions, assignments, graded quizzes, practice exercises, and more.

Learners may choose any track from the two mentioned ones: audit and verified. These tracks are self-paced and offer limited and unlimited accessor audit and verified tracks respectively.

7 Weeks

Beginner

₹ Free

Compare

Skills Covered:

Data science knowledge Knowledge of Data Visualization

Offered by

Alliance Manchester Business School, Manchester via Emeritus

Certificate

Data Science for Business Decision Making

Data Science for Business Decision Making course is being imparted by Emeritus and Alliance Manchester Business School to help the learners understand the various concepts of data science. It aims to provide the participants with fundamental data science skills to resolve their real-world business problems.

Through this course, the participants will be trained in basic coding skills, tools, and techniques for assessing and sharing data for data manipulation and implement statistical modelling. They will be given an applied understanding of data science and its use for management and business and practices.

They will learn about the basic commands, data analysis, and functions in the R programming language, predicting prices, sales, classification tools, key programming tools for data evaluation, and visualisation for improving understanding and communication. They will be equipped with the skills to process, model, analyse, and share data. Participants will be able to combine their business expertise with data skills in order to make management decisions and gain better business outcomes while dealing with real-world challenges

7 Weeks

£ 1,480

Compare

Skills Covered:

Data science knowledge Knowledge of Data Visualization

Offered by

MIT Cambridge via Edx

Certificate

Cybersecurity for Critical Urban Infrastructure

Cybersecurity for Critical Urban Infrastructure by edX is for professionals willing to learn about the risks and threats that cybersecurity poses to our critical urban infrastructure today. The course is a detailed study on the various ways hackers target the critical infrastructure of any city, like the waste management, communication systems, energy, transportation and other health and emergency services and try to extort money, terrorise or pose threats to the city. Cybersecurity for Critical Urban Infrastructure training by edX details further on how the hackers in recent times have used ransomwares for encrypting the city data of critical services and demand public agencies money in return for their own data. It will help candidates who are looking to understand cyberattacks on the cities to gain an insight into the cyberattack and how to fight it.

The Cybersecurity for Critical Urban Infrastructure classes course will prepare candidates willing to work for different government agencies about the vices of cyberattacks and the latest technologies involved in these attacks on the critical infrastructures. The course details the methodology of attacks, protective measures, security requirements, prevention measures etc. for providing a deeper understanding of the functioning cybersecurity in the city. Through various detailed video lectures, the Cybersecurity for Critical Urban Infrastructure online course offers case studies and key take away surveys for students to timely evaluate their understanding of the topic. The course syllabus is best suited for candidates who wish to find employment in agencies and government offices and wish to develop an outlook from the cybersecurity perspective. Cybersecurity for Critical Urban Infrastructure certification will equip candidates with the latest cyber security measure and more.

7 Weeks

Expert

₹ Free

Compare

Skills Covered:

Knowledge of Cyber Security

Offered by

IBM via Edx

Certificate

Cybersecurity Roles and Operating System Security

This Cybersecurity Roles and Operating System Security online course gives you the necessary background in essential cybersecurity. You will learn about the roles that system security professionals engage in, from security analysts to chief information security officers (CISO). You will get acquainted with basic system concepts, essential terminologies, and tools of the cybersecurity field through this Cybersecurity Roles and Operating System Security training course.

The Cybersecurity Roles and Operating System Security programme will also cover important operating systems like Windows, Linux, and Mac OS. Finally, the course will touch upon virtualisation and Cloud computing, cloud computing governance, the security it offers, and its benefits. The programme is mentored by Coreen Ryskamp, who is a programme manager with IBM Security Learning Services.

Besides, the Cybersecurity Roles and Operating System Security course also offers a course completion certificate if you opt for the certificate track. Otherwise, you can also audit the training materials for free. The programme spans four weeks and requires about four to eight hours of commitment per week for effective learning. The candidates will be asked to enrol on the course either by choosing the verified track or the audit track. The audit track is free but access is limited to the course materials. Again, if the students want to learn the course and have unlimited access then they may opt for the verified track which is payable.

7 Weeks

Beginner

₹ Free

Compare

Skills Covered:

Knowledge of cloud computing Knowledge of Linux

Offered by

Swiss Federal Institute of Technology Lausanne via Edx

Certificate

Introduction to Discrete Choice Models

The program will help the applicants to learn in detail about the theoretical foundations that pertain to choice modelling and at the same time describe all the steps that are involved in operational modeling.

The rudimentary focus of this course is on the various methods that are involved in the process of prediction of behaviour using the existing mathematical models and functions. In the Online Certification Programme on Introduction to Discrete Choice Models by edX, the students will be exploring the choices present in modelling in order to retain disaggregate demand models. The exercise that is incorporated in the program has to be solved using the software- “Biogeme”. The studies further will deal with case study modules for creating a stronger and more concrete base. The program will emphasize more on- the `logit model” will look over the specifications of the said model and also estimate its parameters and the process of this validation.

EdX provides two options to join the course, namely, by paying the fee and free of cost. While taking it free of cost, the learners will be given access to the course only for a limited duration.

7 Weeks

Intermediate

₹ Free

Compare

Skills Covered:

Mathematical skill

Offered by

IBM via Coursera

Certificate

Unsupervised Machine Learning

7 Weeks

Intermediate

₹ 3,277

Compare

Offered by

NYU via Edx

Certificate

Classical Machine Learning for Financial Engineering

7 Weeks

Intermediate

₹ 62,443

Compare

Offered by

Google via Coursera

Certificate

IT Security: Defense against the digital dark arts

The technological advancements have it's pro`s as well as cons. Nowadays cybercriminals have become more advanced and use sophisticated tools that one cannot even think of and cause devastating effects. To avoid such problems, one needs to rethink their security and amend accordingly for the same.

With the increasing risks of cyberattacks, cyber security needs to be taken care of by each and every business company to avoid digital dark arts. Which would not only prevent disruption of the company's revenue and details but also will help them maintain competitiveness in the industry. Therefore, they will always have to evolve their security with the evolution of technology.

This is a perfect platform to learn about IT security and how to defend against the digital dark arts. Our course is designed in a way which will help the beginners to understand things easily and make it easy for them to grasp knowledge.

7 Weeks

Beginner

₹ 3,369

Compare

Skills Covered:

Knowledge of Cyber Security

Offered by

The Linux Foundation via Edx

Certificate

Secure Software Development: Implementation

A course in Computer Science, Secure Software Development: Implementation aims to provide a comprehensive overview of how to develop secure software and counter the problem of constant security attacks. It is a self-paced course of seven weeks duration.

The Secure Software Development: Implementation syllabus comprises a detailed explanation of the software development basics. While focusing on practical approaches, this course dives deep into how you can improve information security even with limited resources.

The course is the second course in the three-part Secure Software Development Fundamentals Professional Certificate programme. It has been developed by the Open-Source Security Foundation (OpenSSF), a Linux Foundation project.

If you enrol through the 'Verified Track', you will have to take a final exam to earn the course completion certificate. You can also benefit from graded assignments, shareable certificates, edX support, instructor support, and finally, unlimited access to the course content. Students can choose their paths from among the ones stated on the Edx website. These are called the audit and the verified track which are both self-paced. The verified track is payable but offers unlimited access and the audit track is completely free but offers only limited course material access.

7 Weeks

Beginner

₹ Free

Compare

Skills Covered:

Software development skills Knowledge of Cryptography

Offered by

The Linux Foundation via Edx

Certificate

Secure Software Development: Verification and More Specialized Topics

Secure Software Development by EdX is a self-paced and 'free to start' course that falls under the domain of Computer Science. The course has been offered by Open Source Security Foundation, a project of LinuxFoundationX in partnership with the edX learning platform. This is the third instalment in the Secure Software Development Fundamentals Professional Certificate.

Furthermore, the Secure Software Development online course is suitable for software developers who wish to learn how to counter software attacks. The curriculum has been carefully curated to include topics like fundamentals of developing secure software and how to improve information security with limited resources. After learning this course, one can create systems that are harder to attack and are quick to respond in case of latent vulnerabilities.

The Secure Software Development certification syllabus also explains how software can be verified for security and developing threat models. Lastly, you can enrol in the programme using the audit or the verified track as per your learning goals and preference. In the audit track free course access for a limited time is offered and in the verified track paid but unlimited access is offered.

7 Weeks

Beginner

₹ Free

Compare

Skills Covered:

Knowledge of Cyber Security

Offered by

The Linux Foundation via Edx

Certificate

Secure Software Development: Requirements, Design, and Reuse

Modern-day software is constantly under attack, and software developers are unaware of how to counter these attacks. The Secure Software Development certification course aims to cover the basics of building secure software. This programme, best suited for web application developers, DevOps professionals, software developers, software engineers, etc., highlights the practical steps possible with limited resources to make any software attack-resistant and enhance information security.

The Secure Software Development online course focuses on risk management and allows software developers to build and sustain systems that are harder to attack. It also teaches how to reduce the overall damage when the attack attempts are successful and accelerates the response time to repair any hidden vulnerabilities. The curriculum also includes potential security requirements, supply chain evaluation, secure design principles, and selecting and acquiring reused external software to improve security.

The Secure Software Development programme, crafted by the Open Source Security Foundation (OpenSSF), from the Linux Foundation is an introductory study in the computer science domain. It is a part of the Secure Software Development Fundamentals Professional Certificate programme. The seven-week-long course is self-paced, free to start, and entails one to two hours of weekly dedication. Students can choose their paths from among the ones stated on the Edx website. These are called the audit and the verified track which are both self-paced. The verified track is payable but offers unlimited access and the audit track is completely free but offers only limited course material access.

7 Weeks

Beginner

₹ Free

Compare

Skills Covered:

Knowledge of Cyber Security

Offered by

Erasmus University, Rotterdam via Coursera

Certificate

International Security Management

The International Security Management online program is developed by the Erasmus University Rotterdam and is offered by the online platform for education, Coursera. The candidates will have to spend almost nine hours in seven weeks to finish the course. This course is a study about governance and society focussing on the principles and problems that prevail in the domain of international security management.

The resource persons of this training include Prof. Dr. Gabriele Jacobs, Dominique Lapprand(Consultant), Anthony Thompson(Institute of Civil Protection and Emergency Management), Bernat Vivolas Jorda(Junior Researcher), Lola Valles(Head of Research), Milton Soussa(Associate Professor), Fabio Bisogni(President of FORMIT), Jonathan Saunders(Research fellow) and Alice Raven (Researcher). The practical learning experience is enabled by valuable insights from the experts of the field. The programme is a beginner level course that makes it accessible for everyone to learn about the strategic management techniques involved in maintaining security in the international environment.

7 Weeks

Beginner

₹ Free

Compare

Skills Covered:

Knowledge of Sociology Risk Management Leadership Knowledge of Digital Tools Attention to Safety Managerial skill

Offered by

RWTH Aachen University, Aachen via Edx

Certificate

Machine Dynamics with MATLAB

7 Weeks

Intermediate

₹ Free

Compare

Offered by

Delft University of Technology via Edx

Certificate

Hello (Real) World with ROS – Robot Operating System

7 Weeks

Intermediate

₹ Free

Compare

Offered by

Swiss Federal Institute of Technology Lausanne via Edx

Certificate

IoT Systems and Industrial Applications with Design Thinking

Internet of things and design thinking is the developing technology that is creating a lot of opportunities for the budding and experienced people of the domain. IoT Systems and Industrial Applications with Design Thinking course are provided by EdX for learners who are keen to learn this technology and wish to upgrade their skill sets. This is the online self-paced course available on the EdX portal. The course aims to generate minds that will prove to be an asset to the domain of IoT.

IoT Systems and Industrial Applications with Design Thinking training will be delivered by industry experts who will help the learner strengthen their foundational knowledge of IoT. The duration of the course is 7 weeks and the learner must give at least 3-4 hours per week to complete the course on time. This online course comprises self-paced videos, assignments, and group discussions for the overall development of the learner. The candidate shall also receive IoT Systems and Industrial Applications with Design Thinking certification by EdX after the completion of the course if one has opted for a verified track learning mode. In the free mode, the students can audit the self-paced programme only for a limited period of time.

7 Weeks

Intermediate

₹ Free

Compare

Offered by

NYU via Edx

Certificate

Deep Learning and Neural Networks for Financial Engineering

7 Weeks

Intermediate

₹ 62,443

Compare

Offered by

IBM via Coursera

Certificate

Introduction to Big Data with Spark and Hadoop

Introduction to Big Data with Spark and Hadoop is a beginner-level online course offered by Coursera in collaboration with IBM. The course, which can be covered in about 19 hours, will guide and introduce the learners to Big data with Spark and Hadoop. Introduction to Big Data with Spark and Hadoop Certification Course is part of two different programmes or specializations offered by IBM, namely, IBM Data Engineering Professional Certificate and NoSQL, Big Data, and Spark Foundations Specialization.

Introduction to Big Data with Spark and Hadoop Training, provided by Coursera, will help the learners to learn Big Data with Hadoop, the implication of Big Data in Big Data Analytics, Resilient Distributed Datasets (RDDs), and many more. Introduction to Big Data with Spark and Hadoop Certification by Coursera demands from the learners 7 weeks of study. The course will provide the candidates with an insight into the Big Data processing tools and their features, limitations, benefits, and applications.

7 Weeks

Intermediate

₹ 4,117

Compare

Skills Covered:

Knowledge of Big Data Knowledge of Apache Spark

Offered by

Red Hat via Edx

Certificate

Fundamentals of Containers, Kubernetes, and Red Hat OpenShift

It is observed through many independent studies that Fundamentals of Containers, Kubernetes, and Red Hat OpenShift certification is gaining tremendous grounds of applications in large organizations in the realm of DevOps framework and practices. It is well established that the transfer of services and applications from the previous zone to containers has immense benefits.

The Fundamentals of Containers, Kubernetes, and Red Hat OpenShift course will focus on the founding principles of containerization in the context of Docker, Kubernetes cluster, as well as Red Hat OpenShift. Moreover, the experience of building an application from its source code will impart a sense of great achievement.

The Fundamentals of Containers, Kubernetes, and Red Hat OpenShift training is structured across 7 weeks of runtime with students expected to devote 1 to 3 hours per week on their own time outside classes for optimal learning. It’s a self-paced, introductory-level program being offered by RedHat in English. The option to get certified is also in a place subject to a nominal fee.

7 Weeks

Beginner

₹ Free

Compare

Skills Covered:

Web application development skills

Offered by

BU Boston via Edx

Certificate

Product Management with Lean, Agile and System Design Thinking

The ‘Product Management with Lean, Agile and System Design Thinking’ online certification course is an advanced level training for the students to engage in discussions of the decision making based on business and organizational frameworks involved with digital products. This course is provided by Edx and the course curriculum is developed by Boston University. This computer science program by Edx requires the students to complete the course within an estimated time of seven weeks and the students are expected to spend a minimum of four to eight hours per week.

The course instructors from BU for this self-paced learning program are Nitin R. Joglekar, an associate professor of operations management and technology, and Varun Nagaraj, Questrom digital learning and innovation fellow. The participants of this program will be given insights on specific aspects such as management of workflow, product life-cycle decisions, and system design thinking. The ‘Product Management with Lean, Agile and System Design Thinking’ certification course enables students to receive a course certificate at the end of the course.

7 Weeks

Expert

₹ Free

Compare

Skills Covered:

Knowledge of Product Management Decision making skills Design thinking Data science knowledge Knowledge of SCRUM Business Management

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