59 Courses and Certifications

Purdue University West Lafayette Courses & Certifications 2024

  • Ownership: Public/Government
  • Estd. Year: 1869
  • Total Faculty: 2909
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Certificate

Post Graduate Program In AI And Machine Learning

“Post Graduate Program in AI and Machine Learning” training program is a comprehensive online course provided by Purdue University, in collaboration with IBM. This online course has been ranked as World’s number 1 AI and Machine Learning course by TechGig.

The “Post Graduate Program in AI and Machine Learning” Certification gives proper knowledge of key technologies and skills that are used. and required recently in AI and Machine Learning, mainly Statistics, Python, Machine Learning, Deep Learning Networks, NLP, and Reinforcement Learning.

This “Post Graduate Program in Data Analytics” Certification by Purdue University will provide the best in class education. So that candidates can achieve success on their journey towards learning Post Graduate Program in AI and Machine Learning.

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11 Months
1,89,999
Brochure
Skills Covered:
Machine learning Knowledge of Artificial Intelligence
Certificate

Post Graduate Program in Data Science

The "Post Graduate Program in Data Science" training is a course provided in partnership with Purdue University and in collaboration with IBM that has been ranked as the number 1 course in the Data Science certification program by ET.

This "Post Graduate Program in Data Science" certification syllabus has a comprehensive course curriculum covering Statistics, Key Programming languages, Machine Learning algorithms, and more with a Capstone project that enhances candidates' learning experience.

With the "Post Graduate Program in Data Science" online course, a student experiences Hands-on labs and project work that brings the concepts to life with trainers and teaching assistants to guide them on their journey.

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11 Months
1,69,999
Brochure
Skills Covered:
Data science knowledge R Programming Knowledge of Python
Certificate

Post Graduate Program In AI And Machine Learning

The Machine Learning using Python course is a 12-part course for candidates interested in Machine learning, as it strives to make the candidates industry-ready from day one. The course provides interactive learning for the candidates, with Jupyter notebook available to them, which they can use for practicing right after a session to solidify the concepts. 

Candidates also have the freedom to learn at their own pace. Machine Learning using Python Course by Simplilearn offers an in-depth overview of working with real-time data, developing algorithms using supervised & unsupervised learning, time series modelling, regression, and classification. The course will also contain more than 25 hands-on exercises for the candidates. The online classrooms will consist of 44 hours of instructor-led training. There is also an option for corporate training so that businesses can train their employees.

Moreover, candidates will learn to seamlessly apply the concepts learnt with the array of practice and industry projects, which will take care of both the theoretical and practical nuances of Machine learning. Apart from the Lab sessions, students can also work with industry projects provided, where they’ll need to design industry-scale machine learning models for companies like Amazon, Uber, and IDB.

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11 Months
1,49,999
Skills Covered:
Machine learning Knowledge of Artificial Intelligence Knowledge of deep learning
Certificate

Post Graduate Program in AI and Machine Learning

The Post Graduate Program in AI and Machine Learning course by Simplilearn is a 11-month virtual Bootcamp that revolves around machine learning’s real-world applications. Curated in partnership with the prestigious Purdue University, the curriculum offers pristine education and top-tier mentorship by renowned educators.

The Post Graduate Program in AI and Machine Learning covers ML and data science topics like python, data analytics, data wrangling, feature selection, time-series modelling, recommendation systems, etc. All these are delivered via hands-on projects, virtual classes, real-time datasets, and real-time industry projects. 

Undertaking the Post Graduate Program in AI and Machine Learning course, you will also get access to an elective masterclass by the Purdue faculty. The curriculum will also help you hone your skills in top tools like Seaborn, SciPy, Pandas, NumPy, Matplotlib, Plotly, Statsmodels, etc. Upon course completion, Simplilearn and Purdue University will grant you the Applied Machine Learning Program certificate. Plus, you can access Simplilearn’s JobAssist platform for career mentoring, resume-building, career fairs, and interview preparation.

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11 Months
1,89,999
Brochure
Skills Covered:
Machine learning Knowledge of Python
Certificate

Post Graduate Program In Data Analytics

“Post Graduate Program in Data Analytics” training is a short course that is online and provided as an initiative taken by Purdue University and in cooperation with IBM. This course has been awarded as the World’s number 1 Online Bootcamp for Data Analytics. The “Post Graduate Program in Data Analytics” certification syllabus gives extensive knowledge of key technologies and skills most recently used in analytics of data and data science, including Python, R, tableau, statistics, SQL, Power BI, and many more.

Purdue University is one of the world's leading research and teaching institutions, so the “Post Graduate Program in Data Analytics” Certification by Purdue University will impart education with the best standards. This will enable candidates to achieve success on their journey towards learning Data Analytics. Once the course is complete, there is a 23% annual growth in job openings. Again the best part is that it can be done even while being an individual who is working, without having to compromise his or her work.

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8 Months
1,49,999
Brochure
Skills Covered:
Data science knowledge Knowledge of Data Visualization Tableau knowledge Knowledge of Python R Programming
Certificate

Post Graduate Program in Digital Marketing

In this digital era, the Internet is a huge market to sell products and services effortlessly and Digital Marketing is one of the finest sources to generate revenue by providing products and services to the targeted customer. The Post Graduate Program in Digital Marketing course is designed to deliver the fundamental knowledge of Search Engine Optimization to optimize the web page to make it easier for the web crawlers to crawl the web page and index the page in the ranking of search engine which makes the web page visible to more and more visitors resulting better insights and desired outcome. The course teaches social media marketing, brand management, content marketing, mobile marketing, and various ways to reach the targeted audience.

The Post Graduate Program in Digital Marketing certification offers candidates to learn about the basics of keyword research, language targeting, social media strategy, URL management, content marketing, online reputation management. The Post Graduate Program in Digital Marketing syllabus includes the operation of various tools including Similarweb, google trends, google tag manager, ubersuggest, semrush, Moz, google data studio, spyfu, buffer, etc.

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8 Months
1,01,999
Brochure
Skills Covered:
Digital marketing skills SEO skills Social Media Marketing Social media skills
Certificate

Post Graduate Program in Data Engineering

The Post Graduate Program in Data Engineering online course has been created in a way that delivers an understanding of data engineering, implementing security requirements and data protection techniques. The course covers from basic to advanced knowledge of processing large volumes of data to uproot the hidden useful information.

The Post Graduate Program in Data Engineering training offers candidates to learn about real-time data processing, data pipeline, provisioning data storage services, apache Hadoop, data visualization, data governance and compliance control. The Data Engineering course explores the Amazon web services management console, installing instances, creating volumes, working on Relational Database Services and Creating Elastic Block Storage.

The Post Graduate Program in Data Engineering syllabus encourages students to learn about various tools which are handy in Data Engineering, including Scala, DataBricks, Apache Spark, Amazon sagemaker, Azure data lake storage, SQL, MongoDB. The Post Graduate Program in Data Engineering will train you using the Amazon web services cloud platform.

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32 Weeks
1,69,999
Brochure
Skills Covered:
Data science knowledge Knowledge of Artificial Intelligence SQL knowledge Tableau knowledge
Certificate

Post Graduate Program in Digital Supply Chain Management

The Professional Certificate Program in Digital Supply Chain Management by Purdue University via Simplilearn is a 6-month online Bootcamp. This online certification course emphasizes the critical aspects of creating a digitally-enabled supply chain. This Digital Supply Chain Management online course provides learners with an in-depth understanding needed to identify opportunities to build a digital supply chain and disrupt the industry. They will also learn to develop a highly efficient, customer-centric supply chain driven by Innovation 4.0 while getting familiar with innovations such as the Internet of Things (IoT), analytics, big data, and advanced robotics.

By pursuing this Digital Supply Chain Management certification course, students will learn to effectively and successfully lead themselves, their team, and their organizations through a massive transformational change. The Post Graduate Program in Digital Supply Chain Management classes blends online self-paced videos, live virtual classes and hands-on projects that help learners apply their skills and enhance their learnings. 

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6 Months
1,08,999
Brochure
Skills Covered:
Supply Management Risk Management
Certificate

Post Graduate Program in Digital Transformation

Simplilearn has curated the Post Graduate Program in Digital Transformation in collaboration with the world-renowned Purdue University. This 6-month online training aims to make you highly proficient in digital leadership to create successful business transformations in your field.

The Post Graduate Course in Digital Transformation focuses on the essentials of creating digital-ready businesses. Purdue’s top-tier faculty use multiple learning cues, including real-world capstone projects, Harvard Business Publishing’s case studies, and live online classes to teach you the transformation drivers to create digital business strategies. 

You’ll also learn how to leverage these drivers to lead organisations and navigate them through digital disruptions. With over 100 hours of virtual classes, the Digital Transformation PG course syllabus aims to help you analyse business scenarios, managerial decision-making and find new ways to solve business problems. 

Plus, the curriculum involves KMPG experts’ mentorship and real-life group projects to provide an immersive learning experience. After you finish the training, you’ll also receive the prestigious Digital Transformation programme certificate from Purdue University and KMPG in India.

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6 Months
1,47,500
Brochure
Skills Covered:
Marketing skills Digital marketing skills
Certificate

Post Graduate Program In Business Analysis

The "Post Graduate Program in Business Analysis" training program is a short-term online course that is provided as an initiative of Simplilearn in partnership with the University of Purdue University. This online course is a course designed specifically for Business Analysis.

The "Post Graduate Program in Business Analysis" Certification Syllabus gives deep knowledge of solving critical business problems using in-demand tools that are used by Agile teams. Here a majority of tasks done by business analysts is focused on tasks and techniques specific to the context of the initiative.

This “Post Graduate Program in Business Analysis'' Certification gives candidate’s the luxury of attending Masterclasses from Purdue University and solving case studies from Harvard Business Publishing. So having this certificate on their resumes or CV’s will be an added advantage for their career in the long run.

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6 Months
1,08,000
Brochure
Skills Covered:
Business analytics knowledge Knowledge of Python
Certificate

Solid State Devices-1

EdX’s Solid State Devices 1 starts off with thermodynamics, statistical mechanics, materials science, and condensed matter physics. Professionals in the semiconductor technology field will find this course especially useful as it covers field developments for more than 50 years.

Students of the Solid State Devices 1 course by edX will be required to take three proctored exams conducted on EdX’s Proctortrack software, along with thirteen assignments, and thirty quizzes spread throughout the 15-week programme. A verified certificate will be awarded once students pay the fee needed.

Offered by Purdue University, the course is taught by Prof. Gerhard Klimeck. He is the Reilly Director of the Centre for Predictive Materials and Devices and professor of Electrical and Computer Engineering at Purdue University, along with being the Director of the Network for Computational Nanotechnology at Purdue. Students may also apply for a master’s programme after completing edX’s Solid State Devices 1 course.

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17 Weeks
Expert
Free
Skills Covered:
Knowledge of physics
Certificate

Data Science for Smart Cities

The Data Science for Smart Cities training is a 16-week course and requires the effort of six to nine hours every week. Purdue University has designed a programme that falls under the engineering category. Prof Satish Ukkusuri and Eunhan Ka will teach the intermediate level course. Language of the training and video transcripts are in English.

The focus of the Data Science for Smart Cities online programme is how to utilise scientific tools and techniques to analyse, infer, and predict large-scale data. Data present in city networks and collected from various sources such as social media, GPS vehicular data, mobile phones, social network, etc. will be used. The  Data Science for Smart Cities syllabus will introduce basic data science methods for the analysis of these datasets. The  Data Science for Smart Cities training will deal with these methods as well as applying those using Python for smart city issues. 

Candidates can enrol for the Data Science for Smart Cities certification without paying any fee. However, the ones interested in acquiring a verified certificate can do so by purchasing it. Additionally, the  Data Science for Smart Cities certificate will be signed by the instructor and have the university logo printed, making it a valuable addition to resumes or CVs.

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16 Weeks
Intermediate
Free
Skills Covered:
Data science knowledge Knowledge of Python Knowledge of Data mining
Certificate

The Physics of Electronic Polymers (PEP)

10 Weeks
Expert
Free
Certificate

Design of Steel-Concrete Composite Structures

The Design of Steel-Concrete Composite Structures Training Course is an advanced level course dealing with the significant aspects of steel and concrete composite structures in detail. The course offered on the edX platform will include the applications of different steel-concrete structures like columns, walls, and composite beams.

The Design of Steel-Concrete Composite Structures Live Course is an instructor-led course that is preceded through a specific course schedule that requires 2 to 3 study hours per week. The course can be opted by anyone with a special interest in civil engineering and related domains.

The Design of Steel-Concrete Composite Structures Online Course is taught by a top composite researcher with 20 years of extensive experience. The course taught through online study materials and example problems will help learners gain a certificate of completion in the end.

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8 Weeks
Expert
Free
Skills Covered:
Civil Engineering skills
Certificate

Probability: Basic Concepts and Discrete Random Variables

The Probability: Basic Concepts and Discrete Random Variables course has been formulated by the experts to provide the details of mathematical probability about data science as a domain. The programme will further help students to carve out a career in the field of data science and as actuarial scientists. 

The course contains- sample space, Bayes theorem, expected values, CDFs, conditional probability, and many more. The Probability: Basic Concepts and Discrete Random Variables online course discusses important models with respect o]to probability distribution models including- binomial distributions, Bernoulli theorem, negative binomial distribution, geometric distribution, possession distribution, and uniform distribution. The Probability: Basic Concepts and Discrete Random Variables training will introduce the enrolled applications with probability mass functions and joint distribution methods so that they can learn about mathematical probability in detail meet their expected career goals and gather more information in the area of science and computers.

This course is self-paced which means the students will be able to access the course content in their own preferred time. The candidates will only be getting a limited period to view and learn the course content in the audit mode whereas the verified track offers unlimited course access along with a certification of completion.

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6 Weeks
Beginner
Free
Skills Covered:
Mathematical skill
Certificate

Probability: Distribution Models and Continuous Random Variables

Probability: Basic Concepts and Discrete Random Variables Online Course helps candidates to learn about the different models involved in this field. It acts as an information booster for all the participants who want to brush up their skills and build their careers in the information sector. Different models have been given importance as this is the area where candidates find it difficult to understand the programme.

The experts will be guiding the candidates throughout the Probability: Basic Concepts and Discrete Random Variables Training. Assignments, projects, and quizzes are part of the learning which helps participants to know their learning and clear their doubts. The interconnection between the distribution has been well discussed in the Probability: Basic Concepts and Discrete Random Variables Certificate.

The Course also has an add-on where certificates will be given after they complete Probability: Basic Concepts and Discrete Random Variables certification. The certificate can be used in the future for better jobs and salary hikes. The participants shall have confidence in themselves for sharing their learning in the course. Edx offers two different tracks, out of which one may be chosen to finish the course. The audit access will be offered if the candidates want to finish the course for free, and that too without a certificate. On the other hand, the candidates who want unlimited access to te course content must pay for the verified track access, and get a certificate after course completion.

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6 Weeks
Intermediate
Free
Skills Covered:
Mathematical skill
Certificate

AP Computer Science A: Java Programming Polymorphism and Advanced Data Structures

Computer science programming is an exciting and fulfilling career option. We, at edX, have partnered with Purdue University to bring to you the AP Computer Science A: Java Programming Polymorphism and Advanced Data Structures program in Computer Science that encompasses Java Programming; specifically, the concepts associated with Polymorphism and other advanced data structures 

The main strategies covered in the AP Computer Science A: Java Programming Polymorphism and Advanced Data Structures training include but are not limited to Object-Oriented Programming, Abstract classes, keywords, generics, search algorithms, and exceptions. This is taught from the basics by a renowned learning mechanism developed at Purdue University. The teaching methods are exemplary.

The AP Computer Science A: Java Programming Polymorphism and Advanced Data Structures course is for those looking to immerse in the founding principles of Java programming, more so for those who are current students of the subject and would like a new approach towards learning. This 6-week course requires 5 to 10 hours of input from the candidates for an optimum learning experience. The students will be given two tracks called the free/audit track and the audit/verified track to get done with learning the programme. During the free track, the stduents will be offered no completion certificate with limited course access whereas in the paid track, the candidates will be able to visit the course materials for an unlimited time and they will also offered a course completion certificate.

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6 Weeks
Beginner
Free
Skills Covered:
Programming skills
Certificate

AP Computer Science A: Java Programming Loops and Data Structures

Computer programming is a sought-after skill by many technology companies around the globe. The AP Computer Science A: Java Programming Loops and Data Structures program is brought to you by Purdue University and covers the basics relevant to the AP Computer Science A course and its corresponding examination.

The key elements are taken into cognizance by the AP Computer Science A: Java Programming Loops and Data Structures course includes the logic associated with repetition statements such as for, for-each, while, and do-while. These bundles allow for a given condition to be checked repeatedly in a loop to achieve an envisaged task. Thus, it is targeted at first-level students.

The AP Computer Science A: Java Programming Loops and Data Structures training will last for 6 weeks and the participants are expected to dedicate 5 to 10 hours on a weekly basis for maximum impact. It is a self-paced program and is accessible through mobile platforms as well. Thus, the students have a fair bit of autonomy.

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6 Weeks
Beginner
Free
Skills Covered:
Programming skills
Certificate

AP Computer Science A: Java Programming Classes and Objects

The Certification course AP Computer Science A: Java Programming Classes and Objects is a basic programming course for beginners who want to learn programming skills. The course is certified by Purdue University. You are going to learn the programming skills in Java language in AP Computer Science A: Java Programming Classes and Objects. There are three instructors for the course. 

The certificate course, AP Computer Science A: Java Programming Classes and Objects will cover the most important yet the simplest concepts of programming in Java. The fundamentals covered in the course are the building blocks for any programming language used by the coders. Writing effective programs and applying the knowledge in a fruitful way is the major goal of the course. 

The course introduces you to programming in Java through various concepts. You will learn writing programs using classes, will know the meaning of objects, develop the skill of creating interfaces, and much more through Java programming language. AP Computer Science A: Java Programming Classes and Objects will be beneficial to learn the important programming fundamentals with a basic knowledge of Java.  

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6 Weeks
Beginner
Free
Skills Covered:
Java Programming skills
Certificate

AP Computer Science A: Java Programming

The AP Computer Science A: Java Programming Certification Course is a 6-week long course that explores the aspects of computer programming, computer operations, and the impact of computing with a special focus on the Java programming language. This is a first-level computer programming course and can be easily accessed on the edX learning platform.

The AP Computer Science A: Java Programming Training will be provided by expert tutors from Marquette University and Purdue University. Upon completion of the course through video lectures, course materials, assignments, and exams, learners will receive the AP Computer Science A: Java Programming Certification by edX and Purdue University.

Edx has 2 tracks in which the students can be enrolled - one is the audit track and the other is the verified track. One track offers limited free access to the course materials but no certificate after completion whereas the verified track is the upgraded version of the same course that gives unlimited but paid access to the course materials.

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6 Weeks
Beginner
Free
Skills Covered:
Java Programming skills
Certificate

Primer on RF Design

edX aims to increase access to quality education for learners everywhere, enhance campus and online teaching, and advance learning by means of research. Primer on RF Design course is being offered by edX and Purdue University.

Primer on RF Design course will teach the participants the essentials of RF design. It is built as a base course for students or engineers who do not have an in-depth background in high-frequency electronics. Participants will learn about basic RF design principles and tools. They will have an understanding of the vital RF concepts and how they are connected to the design of practical RF blocks. 

This course should benefit engineers who need an understanding of the "RF language" and working knowledge of the important RF concepts. Primer on RF Design course is an important prerequisite to the two other courses of this series: RF Design: Passive and Active Components and RF System Design. It is expected that the learners first complete the Primer on RF Design course they enrol for the RF Design: Passive and Active Components and RF System Design courses. 

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6 Weeks
Expert
Free
Skills Covered:
Knowledge of electronics
Certificate

Wells Hydraulics

The Wells Hydraulics programme is a five-week online certification that begins with a description of steady flow to wells. The notion of steady flow and radial coordinates to wells in unconfined and confined aquifers is introduced. Finite difference methods for modelling flow to wells are also explained in this programme. 

The Wells Hydraulics certification course by edX introduces slug tests and their analysis. After slug and well tests, topics such as well fields and issues of dewatering are studied. You will review the superposition principle and issues of domain boundaries before dewatering examples. It also covers the use of semi-automated and graphical methods to calculate aquifer properties from well tests. 

You will continue to learn about well fields concerning injection and extraction wells, with an example of an in-situ remediation design and a pump and treat design. Lastly, you will learn through an exemplar well model in MODFLOW. Moreover, the Wells Hydraulics online training gives you a verified certificate upon successful completion. You can share it to display your advanced skill set and knowledge. 

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6 Weeks
Expert
Free
Skills Covered:
Knowledge of engineering
Certificate

Big Data for Reliability and Security

The Big Data for Reliability and Security program will be teaching the students the key practices and principles of big data for developing and improving the security and reliability of computing systems. The students will be learning about the big data technology that is at present changing the way of doing business and transactions. The Online Certification Course on Big Data for Reliability and Security by edX will deal with the various techniques that pertain to computer science. 

The curriculum includes- Flink, containers, spark streaming, apache-spark, Mesos, and apache.  The techniques for solving various issues that currently exist in the computing world. The students will be provided with a set of challenging projects and assignments to solve. The Big Data for Reliability and Security training covers ways to analyze the data sheets that will be taught to the students. The participating candidates will be learning to formulate strategies and techniques. The various ways of presenting data will also be taught in the Big Data for Reliability and Security certification course. 

Two different tracks for enrolling and learning the course are available on edX which may be opted for by the students. Both the tracks are self-paced but some major differences may considered before rolling. During the verified track, the candidates will have to submit some fee to start accessing the course for an unlimited period. In the same way, if someone chooses the audit track, they will be able to learn the programme without any cost.

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6 Weeks
Intermediate
Free
Skills Covered:
Motivation Knowledge of Big Data
Certificate

Nanophotonic Modeling

5 Weeks
Expert
Free
Certificate

Fundamentals of Nanomaterials and Nanotechnology

5 Weeks
Intermediate
Free
Certificate

Introduction to Quantum Transport

5 Weeks
Expert
Free
Certificate

Computer Vision for Embedded Systems

5 Weeks
Expert
Free
Certificate

Business Accounting Basics

5 Weeks
Beginner
Free
Certificate

Boltzmann Law: Physics to Computing

The Boltzmann Law course, spread across five weeks, offers students a unique perspective by culminating in three diverse fields. This is accomplished by utilizing various unifying concepts of the state-space featuring 2^N dimensions (N binary digits define them). The program is excellent for physics enthusiasts who enjoy the nuances of the world of physics and combine it with computing to achieve better results. 

The Boltzmann Law certification syllabus takes students through statistical mechanics' seminal concepts. The training gives them a chance to explore the fundamentals of entropy, free energy, and the law of equilibrium. Furthermore, students can apply their learnings to enhance their understanding of interacting systems present in nature. 

Indiana’s Purdue University, also known for delivering sophisticated courses with simplicity, offers this Boltzmann law training. The advanced program in engineering requires five to six hours of weekly study. The course provides students with greater precision with conceptual explanations and broadens their comprehension of the concepts. There are two modes for the candidates to pursue the course; paid and free. The paid mode will provide the learners with unlimited access and a certificate and the free mode will give a limited duration of access to the programme. 

...Read More
5 Weeks
Expert
Free
Skills Covered:
Knowledge of physics

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