Page 38 - Best Free Edx Courses & Certifications - Eligibility, Fees, Syllabus, Career Options

Offered by

University of Montreal, Montreal via Edx

Certificate

Deep Learning Essentials

The Deep Learning Essentials program by edX will help candidates discover the issues of discrimination and bias in Machine Learning and gain valuable insights regarding the subject. They will become adept at performing tasks like signal processing, computer vision, robotics, sequential decision-making, and natural language processing.

Besides, the University of Montreal offers the Deep Learning Essentials training which is designed by IVADO, a hub of scientific and economic data science and Mila. The scientific director of this course is Yoshua Bengio, a reputed expert in artificial intelligence and a pioneer in Deep Learning, who is also a professor at the University of Montreal.

Rife with video tutorials, tests, and assignments, the Deep Learning Essentials certification course also provides diverse learning tools to help candidates become adept in deep learning's fundamental concepts and methods.

On successful course completion, candidates can also secure a verified certificate from edX to acknowledge their newly acquired knowledge in the field. The candidates may choose from any one of the tracks available namely verified and audit to complete the programme. Both the tracks are self-paced but during the audit track, the candidates shall receive limited period access to the course. On the other hand, the verified track will offer unlimited time for accessing the course.

5 Weeks

Intermediate

₹ Free

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Skills Covered:

Problem Solving Ability Machine learning

Offered by

IBM via Edx

Certificate

Applied Deep Learning Capstone Project

The Applied Deep Learning Capstone Project certification programme is a five-week-long online course curated by IBM. During this capstone project, you will get practical, hands-on experience in developing, training and testing a Deep Learning model. For this purpose, you will be using either PyTorch or Keras.

edX’s Applied Deep Learning Capstone Project is an advanced-level programme that is also a part of a Deep Learning professional certificate of edX. With the help of this course, you will learn how to preprocess and load data for a real-life problem, create a model and finally validate it.

The Applied Deep Learning Capstone Project programme by edX requires only two to four hours per week to study. You will learn through video lessons and ultimately master the procedure of generating a Deep Learning pipeline. At last, you are required to present a project report to showcase your competence in the domain of Deep Learning. EdX provides two tracks to pursue the self-paced course; verified and free audit. In the former mode, the learners can access the programme unlimited and get a certificate of completion. In the free mode, they can audit it for a limited duration.

5 Weeks

Expert

₹ Free

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Skills Covered:

Statistical skills Data science knowledge Knowledge of deep learning

Offered by

IBM via Edx

Certificate

Using GPUs to Scale and Speed-up Deep Learning

Training sophisticated Deep Learning models takes plenty of time. The Using GPUs to Scale and Speed-up Deep Learning certification programme sheds light on how accelerated hardware like Nvidia GPU (Graphics Processing Unit) or Google’s TPU (Tensor Processing Unit) can be used to shorten computations time on the cloud.

During edX’s Using GPUs to Scale and Speed-up Deep Learning course, you will understand what accelerated GPU-based hardware is and how it can help you overcome scalability challenges in Deep Learning. You will also get familiar with IBM’s Power Systems with Power AI and Nvidia GPU.

The Using GPUs to Scale and Speed-up Deep Learning will also acquaint you with popular Machine Learning dependencies and learnings supported by Power AI. These include Caffe, Theano, Tensorflow and Torch. Lastly, with this course, you will get practical experience of deploying Deep Learning networks on accelerated hardware for numerous problems, such as classifying videos and images.

5 Weeks

Intermediate

₹ Free

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Skills Covered:

Knowledge of Artificial Intelligence Knowledge of deep learning

Offered by

IBM via Edx

Certificate

Deep Learning Fundamentals with Keras

The Deep Learning Fundamentals with Keras online course by edX is designed to familiarise you with the domain of Deep Learning. It is a five-week-long programme, during which you will learn about the basics of various Deep Learning models, the fundamentals of neural networks, and some of the most interesting Deep Learning applications.

Through the Deep Learning Fundamentals with Keras certification course, you will get practical experience, building a Deep Learning model with the powerful and easy-to-use Keras library. Also, you will develop an understanding of unsupervised and supervised Deep Learning models.

The Deep Learning Fundamentals with Keras certification syllabus is divided into four extensive modules. You are required to devote merely two to four hours every week to your studies. As you progress across the modules, you acquire in-depth knowledge of how Keras is used to train, test and build Deep Learning models. Moreover, you will understand how neural networks learn. Upon completion, you can also get the verified certificate and earn a skill badge to showcase your acquired knowledge if you pursue it by paying free. For free, you can get a limited duration of access to the course.

5 Weeks

Intermediate

₹ Free

Compare

Skills Covered:

Knowledge of deep learning

Offered by

Amazon Web Services via Edx

Certificate

Building Containerized Applications on AWS

Container technology is a packaging method that enables applications to run with isolated dependencies and has existed for years. The most popular options in container technologies are Kubernetes and Docker, both with distinct features and challenging to orchestrate. Building Containerized Applications on AWS Online Certification by Edx is an introduction to the use of container technologies in modern applications, helping you solve such problems.

Furthermore, the Building Containerized Applications on AWS certification syllabus explores various services such as Amazon Elastic Kubernetes Service, Amazon Elastic Container Service, and Amazon Elastic Container Registry.

Through the Building Containerized Applications on AWS training, students will gain exposure to the services mentioned above, with thorough guidance from expert instructors. The certification program curriculum also includes practical assignments and lab exercises to help students learn about managing container technologies.

Besides, the Building Containerized Applications on AWS program is a free online course that gives students an opportunity to learn new skills and earn a digital certificate to add to their CV.

5 Weeks

Intermediate

₹ Free

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Skills Covered:

Knowledge of AWS Technology

Offered by

Amazon Web Services via Edx

Certificate

Introduction to Designing Data Lakes on AWS

This course by edX has been designed keeping in mind the challenges faced while dealing with data lakes. It can be attributed to the quantum of data and its growth over time. Thus, judicious steps need to be employed to avoid prevalent mistakes. With this aspect serving as a foundation stone, this program will address key challenges.

To begin with, the founding principles of Data Lakes are introduced followed by the organization of the data, which subsequently leads to its refining. The teachings of this program are targeted at professionals such as IT Administrators and Architects who need to design and maintain Data Lakes for a sustainable and scalable future.

It’s a 5-week programme that seeks student input of 1 to 4 hours per week. This intermediate-level course is presented in English and has the advantage of being self-paced. Thus, working professionals can decide on their choice of learning hours. 1 to 3 years of experience as a Software Engineer is a must.

This particular course on edX has 2 tracks namely audit and verified both of which is enrolled for shall be completed in may be opted for by a candidate for enrolling. Both the tracks have an instructor-led mode but the audit track offers only limited access to the course materials without any cost and provides no certificate of completion. The verified track offers unlimited access and also offers certification of completion only if the candidates are interested in paying a fee.

5 Weeks

Intermediate

₹ Free

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Skills Covered:

Knowledge of AWS Technology

Offered by

IBM via Edx

Certificate

Building ETL and Data Pipelines with Bash, Airflow and Kafka

5 Weeks

Beginner

₹ Free

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Offered by

NYU via Edx

Certificate

Penetration Testing Exploitation

5 Weeks

Intermediate

₹ Free

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Offered by

Delft University of Technology via Edx

Certificate

Automated Software Testing: Unit Testing, Coverage Criteria and Design for Testability

5 Weeks

Intermediate

₹ Free

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Offered by

Delft University of Technology via Edx

Certificate

Automated Software Testing: Model and State-based Testing

5 Weeks

Expert

₹ Free

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Offered by

IBM via Edx

Certificate

Analyzing Data with Excel

The Analyzing Data with Excel certification course is a self-paced 5 weeks online programme that is designed and offered by IBM on the platform of edX. By just focusing on 3-5 hours every week at their own speed, the learners can finish learning. Though the course is initially free, a nominal fee is required in case students wish to upgrade, get unlimited material access, and receive certificates along with verified badges. This is an introductory course that gives applied knowledge, and hands-on practice of lab exercises.

Analyzing Data with Excel training will give knowledge in the in-demand topics required for business. The students will be able to build basic knowledge of different kinds of Excel spreadsheets for performing the fundamental data analysis. This online introductory programme with zero admission prerequisites actually in its syllabus covers the working features of Microsoft Excel that will assist students in analysing their data.

The candidates can select from among the 2 tracks, the audit track and the other, the verified track. If one wants limited but free access their pick can be the audit track and if someone needs unlimited course material access they can upgrade to the paid verified track.

5 Weeks

Beginner

₹ Free

Compare

Skills Covered:

Knowledge of Excel

Offered by

IBM via Edx

Certificate

Introduction to Containers, Kubernetes and OpenShift

After virtualisation, cloud-native and containers are one of the most significant finds of the ITC industry. Several organisations are transitioning to this platform to gain competitive advantage. So, pursuing the Introduction to Containers, Kubernetes and OpenShift certification course will help you leverage this opportunity for personal gains. It is an introductory-level programme for six weeks.

The introduction to containers kubernetes and openshift docker introduction has a self-directed training model. It will allow you to learn at your speed and enhance your employability quotient. After completing this course, you will develop and deploy cloud-native applications effectively. You will understand the difference between containers and virtual machines through the computer science course curriculum.

Furthermore, the Introduction to Containers, Kubernetes and OpenShift training will enable you to take on advanced roles in your organisation. It is also a beneficial programme for an individual who wants to become a cloud practitioner. The course dives into the concepts of how and why containers are important in cloud computing.

5 Weeks

Beginner

₹ Free

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Skills Covered:

Knowledge of cloud computing

Offered by

Hong Kong University of Science and Technology, Hong Kong via Edx

Certificate

Introduction to Java Programming Part 1

Introduction to Java Programming – Part 1 is ideal for learning and developing the fundamentals of elemental Java programming and the topic of data abstraction. Introduction to Java Programming – Part 1 certification emphasizes the subject of “Computer Science”. The object-oriented framework will be provided in Introduction to Java Programming – Part 1 so that students are made familiar with problem representation.

Introduction to Java Programming – Part 1 certification course will be focusing on - loops, statements, variables, data abstractions, loops, and others. The programme will thus be introducing the participants to the core elements of java programming. The five-week session will consist of two parts. In the first half, the applicants will be introduced to the various domains of data types, problem-solving, branching, and loops. While the second half of the course will focus on - string manipulation, simple event-driven programming, fileI/O, and others. The certification session will thus be enabling the participants to tackle real-world problems and frame solutions according to the requirements.

The candidates will have two tracks to choose their study mode for completing this course. One is the audit track which offers self-paced learning free of cost for a limited period only. On the other hand, the other track is called the verified track which offers unlimited access to the course but for it the candidates need to pay some fee.

5 Weeks

Beginner

₹ Free

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Skills Covered:

Java

Offered by

Hong Kong University of Science and Technology, Hong Kong via Edx

Certificate

Introduction to Java Programming Part 2

Introduction to Java Programming – Part 2 Online Certification online course is a self-paced learning experience that introduces you to the basics of Java programming language. The online certification is split into two five-week courses, and this second part covers some of the advanced topics such as multi-dimensional arrays and character strings.

Furthermore, the Introduction to Java Programming – Part 2 training uses images to explain and enhance your understanding of the concepts. The course curriculum is well-curated and teaches students how to write procedural programs using control statements, loops, variables, data abstraction, and more. Ultimately, the program aims to teach how real-life problems can be solved using the right algorithm.

Besides, Introduction to Java Programming – Part 2 certification is entirely free of cost for interested students. Moreover, it has been developed by edX in association with the prestigious Hong Kong University of Science and Technology. Students can earn a certificate by paying the fee and sharing it on LinkedIn to improve their chances of getting employed. The students may choose any one of the tracks available namely verified and audit to complete the programme. Both the tracks are self-paced but during the audit track, the candidates will get limited period access to the course. On the other hand, the verified track offers unlimited time for accessing the course.

5 Weeks

Beginner

₹ Free

Compare

Skills Covered:

Java

Offered by

Galileo University, Guatemala City via Edx

Certificate

Java Programming Fundamentals

The candidates can enroll in the Java programming fundamentals course by edX and learn the basics of coding involved while doing programming. In the world of coding, java is the most basic needed, the candidates will be taught loops, conditional statements, and syntax in the Java programming fundamentals certification course.

The course involves question sets for candidates to help them assess their learning at every stage. Assignments help them stay on track and come up with the best possible solutions. Java programming fundamentals online course will be conducted by experts who have great knowledge in this field; the candidates can reach out to them at any point for help.

Differences between the conditional statements have been covered more simply in the Java programming course. The course also involves certification for the candidates, if they go for a verified course. The certification is provided at the end of Java programming fundamentals when the candidate completes it. Edx offers 2 tracks which are namely the verified track and the audit track. For the verified track, the candidates may access the course for a lifetime by paying some fee. The audit track on the other hand is free of cost but the materials can be accessed only for a limited period access.

5 Weeks

Intermediate

₹ Free

Compare

Skills Covered:

Java

Offered by

IIM Bangalore via Edx

Certificate

Brand Management

The certification course on “Brand Management'' by edX is primarily structured to provide aspiring students with a strong foundation and depth of understanding of the methods involved in the area of brand management. The session in vivid detail will help the students to learn and study more about the subject of “business and management”.

Brand Management by edX will be partnered by IIMBx. During the session, participants will be learning at their own pace. They will be provided with the basics of brand equity and brand communication. Aspirants will be guided by industry experts. The course will also guide students to learn about the principles of - “brand image” and “brand personality”. The Brand Management certification course level is purposely structured as “introductory” so that students learn in more dynamic and detailed structures. The 5-week course will provide participants with various examples from markets so that students learn more.

The candidates can join the online programme either in the paid track or the free audit track. The paid track provides unlimited access to the course and a certificate of completion while the free audit track gives access to the programme only for a limited duration.

5 Weeks

Beginner

₹ Free

Compare

Skills Covered:

Brand Management

Offered by

Harvard University, Cambridge via Edx

Certificate

Fundamentals of TinyML

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

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

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

5 Weeks

Beginner

₹ Free

Compare

Skills Covered:

Machine learning Knowledge of deep learning Data science knowledge Knowledge of Artificial Intelligence

Offered by

IBM via Edx

Certificate

Data Analytics Basics for Everyone

5 Weeks

Beginner

₹ Free

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Offered by

The Hong Kong Polytechnic University, Hong Kong via Edx

Certificate

Data Analytics in Accounting and Finance

5 Weeks

Beginner

₹ Free

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Offered by

Columbia University, New York via Edx

Certificate

Freedom of Expression and Information in the Time of Globalization: Foundational Course

Technology has transformed the way information is produced and distributed. It impacts societies and not only influences but defines the way we communicate. With the Freedom of Expression and Information in the Time of Globalization: Foundational Course certification by edX, you will learn about the global norms that protect our freedom of expression and information. You will study how these norms emerged over time, as technology got more advanced and how these norms transcend national and regional differences.

Classic philosophical works on the concept of freedom of expression, international human rights laws, and significant decisions taken by national and international courts are discussed in the Freedom of Expression and Information in the Time of Globalization: Foundational Course Since this human rights course is a Columbia University offering, you will have access to case analyses from their Global Case Law Database. Other suggested readings will be available for free on the Internet.

In addition to the recorded video lectures by Dr Agnes Callamard, there will be supplementary lectures by international experts. These lectures will add to the topics discussed in the main lectures, or address additional issues, which could not be included in the Freedom of Expression and Information in the Time of Globalization: Foundational Course certification syllabus. By enrolling in any one of the tracks namely verified and audit the students may learn the programme. During the audit track, learning is free for a limited time period whereas during the verified track learning is unlimited but paid.

5 Weeks

Intermediate

₹ Free

Compare

Skills Covered:

Knowledge of law

Offered by

UC San Diego via Edx

Certificate

The Science of Parenting

There are a lot of rumours, disputed claims, and scientifically fraught decisions surrounding the act of parenting. Every day, some research or the other comes up with a new claim and changes how we look at parenting while adding to the confusion by making contradictory statements. The University of California, San Diego, has created The Science of Parenting online course to dispel this confusion.

The Science of Parenting training looks directly at science and trains candidates to critically approach parenting. It covers various topics like diet, sleeping, discipline and impulse control that are central to the lives of parents. The course explores how science makes claims from correlational data that often may be far from reality.

The short-term course on The Science of Parenting by edX is five weeks long. During the training, you will acquire critical thinking and decision-making skills and learn how to avoid errors and make sensible decisions. You can enrol in this programme for free and audit it for a limited period. The learners can also choose to purchase the verified certificate by paying the fee.

5 Weeks

Beginner

₹ Free

Compare

Skills Covered:

Discipline Parenting skills

Offered by

IBM via Edx

Certificate

Analyzing Data with Python

Analyzing Data with Python certification course is designed by IBM and taught by Joseph Santarcangelo - PhD., Data Scientist at IBM, which is delivered by edX, which is targeted at the students looking for a comprehensive learning environment that could assist in their mastery of the concepts and methods required to develop the skills necessary for analyzing data with the Python programming language. Students who are interested in enrolling in the Analyzing Data with Python online classes by IBM and edX should be familiar with the fundamentals of programming in Python.

Analyzing Data with Python online training is a 5-week learning program that includes approximately 20 hours of extensive video-based materials that cover topics such as data loading, data manipulation, data preparation, data cleaning, linear regression, data visualization, ridge regression, polynomial regression, and machine learning models. Students who successfully finish the verified version of this program will also receive a skill badge that validates their knowledge and skills. This self-paced programme free course and they learners can upgrade it to the verified mode and get certification by paying the course fee.

5 Weeks

Beginner

₹ Free

Compare

Skills Covered:

Knowledge of Python Decision making skills Machine learning Statistical skills Knowledge of Data Visualization

Offered by

Georgia Tech via Edx

Certificate

Computing in Python II Control Structures

Computing in Python II: Control Structures by edX tries to go deep into the programming world. It tries to build on the existing knowledge of operators and variables. This is neatly organized into five sections. The learners will be able to write complex programmes in Python and get Computing in Python II: Control Structures certification benefits. This certification syllabus ensures faster and more complex computing in Python ability for the learners.

The course by edX is distributed evenly in several parts. The course proceeds in short video lectures. It will have tests such as multiple choice questions and problems in coding. Computing in Python II: Control Structures certification course is a self-paced online programme. It is an introductory-level course. It offers 90% financial assistance to those learners who earn a low income annually.

The verified learners will benefit from a verified Computing in Python II: Control Structures certificate. The Certificate of Computing in Python II: Control Structures training will have the logo of The Georgia Institute of Technology. The candidates will be learning the course either in the verified mode or the audit mode. The audit track supports course material viewing only for a limited time and the verified track mode supports unlimited course material viewing.

5 Weeks

Beginner

₹ Free

Compare

Skills Covered:

Programming skills Knowledge of Python

Offered by

Georgia Tech via Edx

Certificate

Computing in Python I: Fundamentals and Procedural Programming

The Computing in Python I: Fundamentals and Procedural Programming certification course by edX is the beginning course for the candidates who are new to this programming language. It covers the basics of the processes involved in the process of compiling and debugging the code such as how a computer interprets a line of code, and how to write, run and take the output of the code.

Computing in Python I: Fundamentals and Procedural Programming online course will train the candidates to write small programs in Python that use concepts like logical and mathematical operators. Gradually, the students will learn to program for complex problems. The Python course makes the candidates practice and solve more coding problems.

Computing in Python I: Fundamentals and Procedural Programming training consists of both audit and verified tracks. The audit track is free for the candidates to learn completely. The certification is provided only to the verified track students. The certificate awarded is verified by the student’s identification. This course is sharable and has the logo of Georgia Tech and the instructors’ signature. The candidates will be learning in a self-paced mode with limited access during the audit mode and during the verified mode, the candidates will get unlimited access.

5 Weeks

Beginner

₹ Free

Compare

Skills Covered:

Knowledge of Python

Offered by

IBM via Edx

Certificate

Deep Learning with TensorFlow

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

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

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

5 Weeks

Intermediate

₹ Free

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Skills Covered:

Statistical skills Knowledge of deep learning

Offered by

Dartmouth College, Hanover , IMT Paris via Edx

Certificate

C Programming: Getting Started

The C Programming: Getting Started Online Course will provide learners with the basic principles of C programming, which is considered one of the most popular programming languages. The learners will get the opportunity to use a browser tool and test their hands-on coding skills to learn and improve through practical applications.

The C Programming: Getting Started Training Course is taught over 5 weeks in a self-paced manner. The course is instructed by Petra Bonfert-Taylor, Professor at Dartmouth College, and Remi Sharrock, Professors at IMT. This programming course is the first course in the C Programming with Linux Professional Certificate programme.

The C Programming: Getting Started Certification course requires 4 to 5 hours weekly for learners to understand the concepts properly. The course receives financial support from the Patrick & Lina Drahi Foundation. The course will be delivered through online study materials and assessed through online assignments and exams. EdX gives two options for learners to pursue the self-paced course, namely, verified and audit-free. In the verified mode, the learners can access the self-paced course unlimitedly and in the free mode, they can audit it for a limited duration.

5 Weeks

Beginner

₹ Free

Compare

Skills Covered:

Computer skills Programming skills Knowledge of Algorithms

Offered by

Wageningen University and Research, Wageningen via Edx

Certificate

Business Strategy and Operations in a Biobased Economy

The online course on Business strategy and operations in a biobased economy is apt for candidates who want to pursue the course to build a strong understanding of biobased and economical business sides. The Business strategy and operations in a biobased economy certification course is presented by edX, one of the leading online providers of quality education in association with Wageningen University. This self-paced Business strategy and operations in a biobased economy program is also an instructor-led course which is under the guidance of experienced faculty from Wageningen University. Also, this Business strategy and operations in a biobased economy training course is part of Business and operations for a circular bio-economy, a Micromasters programme which can be achieved after 2 other similar courses and one capstone project.

Business strategy and operations in a biobased economy course mainly focus on the dynamic business sides of a circular and biobased economy in which key concepts such as Biobased transitions, biobased investments and biobased innovations, supply chain management, closed-loop supply chains, quantitative decision support and so on, are studied thoroughly. Along with the comprehensive curriculum packed with flexible learning systems, the Business strategy and operations in a biobased economy training course provide the students with an informative and interesting learning experience.

There are two options for the candidates to enrol in the online self-paced programme, namely, verified and audit tracks. In the free audit mode, they will be provided with a limited duration of access to the course.

5 Weeks

Expert

₹ Free

Compare

Skills Covered:

Supply Management

Offered by

Columbia University, New York via Edx

Certificate

Machine Learning for Data Science and Analytics

5 Weeks

Beginner

₹ Free

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Offered by

Purdue University, West Lafayette via Edx

Certificate

Business Accounting Basics

5 Weeks

Beginner

₹ Free

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Offered by

University of Cambridge, Cambridge via Edx

Certificate

Financial accounting and capital markets

5 Weeks

Intermediate

₹ Free

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