46 Courses and Certifications

UC San Diego Courses & Certifications 2024

  • Ownership: Public/Government
  • Estd. Year: 1960
  • Total Faculty: 4390
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Big Data Analytics using Spark

Offered by

Certificate

Big Data Analytics Using Spark

Big Data Analytics Using Spark course will be helping the students in analyzing the big data sets using the mechanisms of MapReduce, Jupyter notebooks and spark technologies. The ten week Big Data Analytics Using Spark course is the fourth in a series of the “Micro Master” programme by edX. Students will be learning about the difficulties that arise in the parallel computation system. Students will be taught both unsupervised and supervised methods of performing machine learning functions on data sets in the Big Data Analytics Using Spark programme. 

The candidates will also be learning about the machine learning library (MLLiB) mechanism in detail and in a comprehensive manner. Big Data Analytics Using Spark by edX will be conducted by experts of computer science. During the course, students will be provided with assignments and video lectures for comprehensive learning. The students will gain and build experience in the machine learning environment using the various tools available. The Big Data Analytics Using Spark certification will be guiding the candidates advanced level. 

There are 2 tracks namely the audit and the verified track which are self-paced. The candidates may choose any of these tracks and can be enrolled. The main differences between these 2 tracks are access to the course materials and certificate of participation. During the audit track, the access is limited and no certification is given whereas during the verified track, access is unlimited and a certification is also offered.

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10 Weeks
Expert
Free
Skills Covered:
Knowledge of Big Data
Python for Data Science

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Certificate

Python for Data Science

Python for Data Science certification will be guiding the students to learn about the topics of- python tools and open source including the concerts of git, pandas, matplotlib, and others. This program is a part of the series program under “Data Science MicroMasters” Here the students will be specifically learning to use- git, matplotlib, NumPy, pandas, Jupyter notebooks, and pythons. The tools will be learned by the students so that they can use them in solving complex algorithms and data science problems easily. Once the candidate completes Python for Data Science training they will be learning to find solutions within large datasets by the usage of Python tools for importing data, exploring the data, analyzing the data, learning from it, and lastly visualizing the given data. 

The course will help the students to formulate easily shareable reports. Python for Data Science certification course will make the students a part of their worldwide community of data scientists who are working in the field of “data science”. Two different tracks are available on edX which may be opted for by the students to complete the course. Both the tracks are self-paced but during the verified track, the candidates may access the course for a lifetime by paying some fee. To access the audit track, nothing is charged but the materials will only be accessible for a limited period.

...Read More
10 Weeks
Expert
Free
Skills Covered:
Knowledge of Numpy
Probability and Statistics in Data Science using Python

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Certificate

Probability and Statistics in Data Science using Python

Probability and Statistics in Data Science using Python by edX will be helping students to learn about the probabilistic and statistical approaches that pertain to data science using the tool Python. The course is a part of the “Data Science MicroMasters program” and will be dealing with mathematical theories in detail. Probability and Statistics in Data Science using Python certification course will be covering concepts like- dependence, PCA, regression, correlation, entropy, variables, and MDL. 

The course will also make the student's foundation in statistics and probability more strong. They will be learning to apply the theory of Jupiter in their course. Probability and Statistics in Data Science using Python training will further help the candidates enhance their skills in the subject of “Data Analysis and statistics''. Throughout the course, they will be guided by the experts and allowed to pursue the cases on their own time. By dedicating 10-12 hours every week the participants can very easily complete their course. Two different tracks are available on edX which may be opted for by the students to complete the course. Both the tracks are self-paced but during the verified track, the candidates may access the course for a lifetime by paying some fee. To access the audit track, nothing is charged but the materials will only be accessible for a limited period.

...Read More
10 Weeks
Expert
Free
Skills Covered:
Statistical skills
Machine Learning Fundamentals

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Certificate

Machine Learning Fundamentals

In the Machine Learning Fundamentals certification course by edX using real-world problem statements students will learn to figure out the features of topics in the corpus, classify the given images, group people according to various profiles depending on their personality and also capture the semantic structure of words available. With the information learnt in the Machine Learning Fundamentals training, the students will learn to analyze different types of data and also they will be able to build predictive and descriptive models. The Machine Learning Fundamentals certification has the following included in its curriculum- conditioned probability, linear models, random forests, reduction, bagging, and many other topics that deal with the domain of machine learning

The examples that will be provided in the Machine Learning Fundamentals programme will be in the language of Python and will use Jupyter Notebooks. The candidates will also be practising various types of algorithms using data science and its applied tools. The Machine Learning Fundamentals online course will provide students with both discriminative and generative models. There are 2 tracks namely the audit track and the verified track into which the candidates may enroll. The candidates may access the course for a lifetime by paying a fee which is called the verified track, and the audit track asks for no fees but offers limited period access to the course.

...Read More
10 Weeks
Expert
Free
Skills Covered:
Machine learning
Internet of Things Setting Up your Dragon Board Development Platform

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Certificate

Internet of Things Setting Up your Dragon Board Development Platform

Offered by UC San Diego, and Coursera the Internet of Things: Setting Up Your DragonBoard™ Development Platform certification course is an online course. The total time consumed for this certification programme is 18 hours that is taught completely in the English language. Any student can instantly start learning without the need of having to follow a particular set of schedule. 

The Internet of Things: Setting Up Your DragonBoard™ Development Platform training will be great if someone wants to have hands-on experience related to mobile technologies along with the use of internet. After this programme one can also understand how they want to pivot their careers towards development, and the design of different product enabled by the Internet of things. 

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10 Weeks
Free
Skills Covered:
Knowledge of Android Software Development
Advanced Data Structures in Java

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Certificate

Advanced Data Structures in Java

Java is an object-oriented programming language used worldwide for both the development of applications as well as websites. Java is the key ingredient behind Google Maps, Internet Routers and what not which makes knowledge about how Java works and its Data Structure a must when looking for opportunities in the Cyber World.

Advanced-Data Structure in Java by Coursera offers all that is required to master the computer language. This course is designed to teach candidates how to analyze and develop algorithms and study complex data structures, which in turn will help them resolve real-world problems of the field.

The contents of the course will be lined with videos, exercises, pre-course quizzes and multiple readings all of which have concepts being tied to the final event; making a route planning application. This course ensures to open a lot of doors for the candidates’ careers and thus, is exactly what the opportunists need.

...Read More
6 Weeks
Intermediate
4,001
Skills Covered:
Java
Mathematical Thinking in Computer Science

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Certificate

Mathematical Thinking in Computer Science

Mathematics and computer science have entrenched relationships as math forms an important background in the field of computer science and computer science also has a lot of applicability math. As math is abstract, it helps in learning all the other programming languages. 

Mathematical thinking is critical in all the crucial areas of computer science like bioinformatics, data science, machine learning, algorithms, computer graphics, etc. In this course, Mathematical Thinking in Computer Science by Coursera, you will be taught the most significant and paramount tools used in discrete mathematics like recursion, logic, examples, induction, optimality. 

In this course, we apply a practical approach: try-this-before-we-explain-everything. Due to such a practice, you will be solving a plethora of interactive and mobile-friendly puzzles. These are carefully designed to give you a chance and opportunity to invent many of the crucial ideas and concepts by yourself. 

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6 Weeks
Beginner
Free
Skills Covered:
Mathematical skill
Algorithmic Toolbox

Offered by

Certificate

Algorithmic Toolbox

The certificate programme on Algorithmic Toolbox by Coursera is an intermediate level course that will cover basic ideas for problems arising in the practical applications of computational problems, algorithmic techniques, greedy algorithms, Sorting and searching, Dynamic programming, and divide and conquer. The course offers a lot of theory and understanding of the burning questions in programming. It helps candidates develop an understanding of how to solve the most commonly arising problem and how they can break it into pieces and solve them recursively, Further how they can sort data and how it can help in searching, when it is ok to proceed greedily and how genomic studies use dynamic programming.

The candidates will be given enough practice in solving the computational problems, implement the solutions efficiently, design new algorithms, and ensure the easy and smooth running of the programs. This course forms a part of specialisation in Data structures and algorithm specialisation, for candidates willing to learn more about the topic and further continue to take the specialization too.

For candidates and professionals willing to learn about the new challenges in programming and better equip themselves for staying relevant in the industry this course on Algorithmic Toolbox will offer a much better understanding of the subject and help them take the next step in their career.

...Read More
6 Weeks
Intermediate
6,486
Skills Covered:
Programming skills Knowledge of Algorithms
Data Structures

Offered by

Certificate

Data Structure

The soul of programming is said to be data structures and algorithms. Data structures aim to hold the data while the algorithms aim to solve the problem using the data. Data structures are the key to the computer algorithms which help the programmers to manage the data efficiently. The perfect selection of data helps to enhance the efficiency of the computer programme.

Computer science in this era is all about sorting and computing from given data. So, it is necessary to have a powerful knowledge about data structure, it will help one deal with different ways of arranging, storing and processing the data. It helps in utilizing maximum space and also decreases the complexity in deletion of data, addition as well as insertion of data.

To be a successful data processor one should acquire all the skills appropriately and should master their skills that will make them stand out of the crowd. Each and every company searches for an employee who has the ability to overcome all the problems and keep up to the needs and the requirements of the company. This is the platform where they can shape their skills for the same.

...Read More
6 Weeks
Intermediate
6,486
Skills Covered:
Programming skills
Combinatorics and Probability

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Certificate

Combinatorics and Probability

Here most standard combinatorial settings are addressed in the Combinatorics and Probability course that can help answer questions of this nature. In particular, this course focuses on improving the ability to differentiate these settings from algorithmic problems in real life. This will assist candidates to apply new knowledge in practice. Besides that recursive counting technique that is necessary for algorithmic implementations is also addressed here.

The Combinatorics and Probability course is part of Introduction to Discrete Mathematics for Computer Science Specialisation. There are total of five courses in it and Combinatorics and Probability is the second one. The language of computer science is known as Discrete Mathematics. In many areas including data science, software engineering and machine learning, one needs to work fluently. Via a fun approach, candidates are introduced to this language. Firstly they will solve several interactive puzzles that are specially designed especially for this online specialisation. Then actual solving methods and significant ideas will be introduced to them. It is sure that candidates will gain a deeper understanding in this way and will appreciate the beauty of the underlying concepts better. Programming examples, projects and problems are integrated into the specialisation in order to get the knowledge closer to IT applications.

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6 Weeks
Beginner
Free
Skills Covered:
Mathematical skill
Certificate

Data Structures and Performance

It seems difficult for Java to deal with data in huge quantities. Various data algorithms and frameworks work together when applications exercise vast and real data sets. Data Structures and Performance is a Java course at an intermediate level which is recommended to the candidates who have an experience or familiar with computer science or software development. The programme focuses on establishing code which finishes the work effectively and efficiently by giving accurate results.

In this programme, the candidates would get an opportunity to analyze and utilize data structures that are applied in industry-level applications like hashtables, trees, and lists. The concepts will describe how the data framework makes programmes flexible and efficient. Through this course, the candidates can apply to Professional Certificates programs as well as multiple specializations. This course would be counted towards training in Object-Oriented Java Programming: Data Structures and Beyond Specialization and Object Oriented Programming in Java Specialization.

...Read More
6 Weeks
Intermediate
4,023
Skills Covered:
Knowledge of Data Sorting
Algorithms on Graphs

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Certificate

Algorithms on Graphs

Algorithms on graphs is a much-used concept in navigation services and has thus found supreme applicability in the current scenario. Whether it be road networks, social networks or computer networks, this domain offers a lot of scope for learning, especially for engineers. To think of the fastest time to commute, people often resort to a connected set of computers which are strewn through an efficient algorithm or a dense network. This also helps in detecting communities and leaders on Facebook.

Algorithms on Graphs course is one another valuable offering by Coursera which delves deep into the insights of graphs and its varied properties. Candidates will learn traversing graphs and orderly traversing of the same to perform meaningful tasks. Discussion on shortest paths algorithms from basic level used to open doors till faster ones used in Google Maps will be conducted. Pursuing this course will also help candidates in pursuing Fast Shortest Routes industrial capstone projects if they wish to.

This course concludes with minimum spanning trees utilised in road planning and telephone and computer networks.

...Read More
6 Weeks
Intermediate
6,486
Skills Covered:
Knowledge of Algorithms
Internet of Things Sensing and Actuation From Devices

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Certificate

Internet of Things Sensing and Actuation From Devices

Offered by the University of California San Diego, and Coursera the Internet of Things: Sensing and Actuation From Devices certification course is a small certificate course that can be completed within a time span of 16 hours. If one has access to internet, and is able to use the mobile application or website of Coursera, can register, and start learning the programme. 

The Internet of Things: Sensing and Actuation From Devices training will help the candidates understand how communications from the the real world is done using Smartphone processors. Through this course syllabus, the candidates will be able to make informed choices about the frequency of a sample. The students will also be gaining expertise on the different types of sensors, so that data from these sensors can be used for mobile-enables products.

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6 Weeks
Free
Big Data Modeling and Management Systems

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Certificate

Big Data Modeling and Management Systems

Big Data Modeling and Management Systems is an online course with a minimum completion time of 13 hours. The online course discusses management tools of big data modeling, types of data models in big data, and data genres. Big Data Modeling and Management Systems Certification Course is the second programme in the three-course Big Data Specialization. The online course is a joint venture between Coursera and the University of California San Diego. 

Provided by Coursera, Big Data Modeling and Management Systems Certification by Coursera explores big data, data modeling for big data, data modelling, big data modeling techniques, Impala, Neo4j, AsterixDB, HP Vertica, SparkSQL, and Redis. The learners will be acquainted with techniques and practical exposure through real-time projects. Though there are no prior requirements for the programme, the learners will be needed some technical requirements( hardware and software).

...Read More
6 Weeks
3,990
Skills Covered:
Knowledge of Big Data
Algorithmic Design and Techniques

Offered by

Certificate

Algorithmic Design and Techniques

6 Weeks
Intermediate
Free
Data Structures Fundamentals

Offered by

Certificate

Data Structures Fundamentals

6 Weeks
Intermediate
Free
Graph Algorithms

Offered by

Certificate

Graph Algorithms

6 Weeks
Intermediate
Free
Creating Virtual Reality Apps

Offered by

Certificate

Creating Virtual Reality (VR) Apps

6 Weeks
Intermediate
Free
Advanced Algorithms and Complexity

Offered by

Certificate

Advanced Algorithms and Complexity

If you have already learnt about the basics of Algorithms, you are now ready to take the next logical step into more complex algorithms and problem-solving. The idea behind this Advanced Algorithm and Complexity course is to teach you how to build upon the algorithm basics and utilize new ideas. In this course, we will be starting with network flows that are employed in the typical applications like detecting disjoint paths, optimal matching, and flight schedules along with a few other surprising applications like the segmentation of images in computer vision.

In the next segment, we teach linear programming with its application in allotting and optimizing budgets, Portfolio optimization, finding a diet that is cheap and satisfies all the requirements. Further, we discuss the inherent hard problems that have no perfectly good solutions known (and neither are likely to be found) and how you can solve them in practice. The course finishes with a slight introduction to the streaming of algorithms that are used, most heavily in Big Data Processing. These algorithms are mostly designed to process huge data sets without being capable of storing even a single dataset.

...Read More
5 Weeks
Expert
6,451
Skills Covered:
Programming skills Knowledge of Algorithms Knowledge of Python
Finding Hidden Messages in DNA Bioinformatics I

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Certificate

Finding Hidden Messages in DNA (Bioinformatics I)

Bioinformatics is one of the fastest developing industries in today’s world and has already secured an excellent position in the medical field. Its uses and functions have spanned into many fields including forensic science, medicine manufacturing, and now even the strings of our lives, DNA.

For people who wish to make something for themselves in the medical field, a certificate of Bioinformatics from a renowned program will go a long way in ensuring their goal. That’s where Finding Hidden Messages in DNA (Bioinformatics I) by Coursera comes in. 

In this course, a part of a specialisation programme on Bioinformatics will teach the candidates all the basics of computing knowledge and skills in DNA domain, starting with DNA Replication and going forward to circadian rhythm and much more. The course will work majestically for the candidates as it gives them the much required boost, they need to surpass their huge 21st century competition.

...Read More
5 Weeks
Beginner
4,023
Skills Covered:
Knowledge of Algorithms Knowledge of Python
Introduction to Graph Theory

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Certificate

Introduction to Graph Theory

Taking the Introduction to Graph Theory certification course will provide you with useful insights into how engineers design integrated circuits and how GPS systems find shortest routes. You will also learn why a political map can only be coloured using a few colours and how biologists assemble genomes. The course curriculum includes the Ramsey Theory, which proves that complete disorder is impossible in an extensive system.

Additionally, the curriculum for the Introduction to Graph Theory certification course will cover a wide variety of graphs, including Airlines Graphs, Directed Graphs, Bipartite Graphs, and more. You will become adept in applying various algorithms to solve real-world problems via practice exercises and hands-on projects. 

Moreover, National Research University Higher School of Economics and the University of California and San Diego are offering the Introduction to Graph Theory programme jointly. As a result, candidates will be able to find better career opportunities upon course completion. 

The Introduction to Graph Theory online course is highly suitable for professionals working in the IT sector and IT aspirants.

...Read More
5 Weeks
Beginner
6,486
Skills Covered:
Mathematical skill
The Science of Parenting

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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. 

...Read More
5 Weeks
Beginner
Free
Skills Covered:
Discipline Parenting skills
Internet of Things V2 DragonBoar Bring up and Community Ecosystem

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Certificate

Internet of Things V2: DragonBoard™ bring up and community ecosystem

Offered by UC San Diego, and Coursera the Internet of Things V2: DragonBoar bring up and community ecosystem certification course is course 2 out of the 6 specialisations in the course of Internet of Things and AI Cloud Specialization. This is a beginner friendly course that is 100 percent taught using online modes. The usual completion time of this course is 21 hours.

The Internet of Things V2: DragonBoar bring up and community ecosystem training will be teaching to build an environment for both hardware and software development by using the single board computer (SBC) DragonBoard™ 410c. This programme is where one gets hands down opportunity to do practice, and theory required for IoT protyotyping.

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5 Weeks
3,990
Hadoop Platform and Application Framework

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Certificate

Hadoop Platform and Application Framework

Hadoop Platform and Application Framework is a 26-hour long online certification programme offered jointly by Coursera and the University of California San Diego. Coursera provides the Coursera Hadoop platform and application framework course in a flexible mode that can be taken by the learners completely in the online mode. Hadoop Platform and Application Framework Certification Course, provided by Coursera, can be taken by all learners, including business people and novice programmers. 

Hadoop Platform and Application Framework Training will guide the students on the core tools used for big data analysis, especially Hadoop and Spark, along with practical exposure with the help of hands-on examples. The online Hadoop platform and application framework Coursera course will also explore Python ProgrammingMapReduceApache Spark, and Apache Hadoop. Hadoop Platform and Application Framework Certification by Coursera can be pursued by any learner from numerous parts of the world as Coursera provides subtitles in the languages of Arabic, Vietnamese, French, Portuguese (European), Italian, German, Russian, English, and  Spanish. 

...Read More
5 Weeks
Free
Skills Covered:
Knowledge of Big Data
Design Thinking and Predictive Analytics for Data Products

Offered by

Certificate

Design Thinking and Predictive Analytics for Data Products

Design Thinking and Predictive Analytics for Data Products is an intermediate-level programme designed and offered entirely in online mode. The online certification programme is the second programme in the four-course Python Data Products for Predictive Analytics Specialization. Offered by Coursera, the Design Thinking and Predictive Analytics for Data Products Certification Course will discuss the fundamentals of designing predictive models in Python, the design thinking process, design thinking methodology, predictive analytics algorithms, predictive analytics tools, the basics of statistical learning and various methods of building predictive models.

Design Thinking and Predictive Analytics for Data Products Training is prepared and tutored by Julian McAuley and Ilkay Altintas, faculty members of the University of California San Diego. Design Thinking and Predictive Analytics for Data Products Certification by Coursera can also be pursued by learners who hail from non-English speaking backgrounds as the subtitles are available in the languages of Arabic, Vietnamese, German, Russian, French, Portuguese (European), Italian and  Spanish. The practical exposure through the final projects also will be given to the students in the Design Thinking and Predictive Analytics for Data Products online course. 

...Read More
5 Weeks
Intermediate
3,990
Skills Covered:
Business analytics knowledge Design thinking
Introduction to Algae

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Certificate

Introduction to Algae

5 Weeks
Intermediate
Free
Analyze Your Genome

Offered by

Certificate

Analyze Your Genome!

The analysis of biological datasets requires a strong computational background. If you happen to be a non-computational biologist, then this programme can be highly beneficial for you. The Analyze Your Genome programme by edX covers several biological problems concerning NGS or next-generation sequencing. It is an offering of the University of California, San Diego.

The edX Analyze Your Genome online course will take you through the process of using Illumina’s BaseSpace platform. It will enable you to run workflows in a convenient and user-friendly manner. Besides, you will learn to utilise modern best-practice pipelines. These will include Trio Analysis, Genome Assembly, Differential Expression Analysis, and Variant Calling.

Furthermore, the professors and doctoral students of the University of California will be the Analyze Your Genome certification course educators. It is a four-week training programme that follows a self-paced model of learning. Thus, you can learn the course content at any time, anywhere.

...Read More
4 Weeks
Beginner
Free
Skills Covered:
Knowledge of genetics
Minecraft Coding and Teaching

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Certificate

Minecraft, Coding, and Teaching

If you are new to coding and want to teach coding to your students, then is a course that you can easily depend upon. Many of your students could be fans of Minecraft. Teach them to code their favourite games using the LearnToMod software that makes it easy for you to learn and code at the same time. 

This software is specifically designed for teachers who have never coded before and have to teach coding to students for the first time and provides them with Minecraft, Coding, and Teaching Training. The software comes equipped with hundreds of self-guided micro-coding assignments, project ideas, and lesson plans and helps the learner with the basics of coding through Minecraft. It is an education cum teaching course that exposes you to a vibrant community and a host of tools that empower you in the field of coding in your own way. The course does not require you to have previous knowledge of coding. 

The faculty is a set of instructors who have been teaching newcomer coding teachers and experienced coding teachers. Teaching experience will be desirable though for easy delivery of the Minecraft, Coding and Teaching Certification Course. 

...Read More
4 Weeks
Beginner
Free
Skills Covered:
Teaching skills
Mastering the Software Engineering Interview

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Certificate

Mastering the Software Engineering Interview

Mastering the Software Engineering Interview is an intermediate-level online training programme that will help software engineers to prepare for the professional interview and get hired into a fine position. Mastering the Software Engineering Interview Certification Course is one of the programmes of Object Oriented Java Programming: Data Structures and Beyond Specialization that can be completed within approximately 21 hours. 

Mastering the Software Engineering Interview Certification Syllabus will provide you with tips, and techniques to crack a software engineer interview at the topmost tech companies through examples and practices along with the knowledge of coding and programming. Provided by Coursera, Mastering the Software Engineering Interview Certification by Coursera will render the learners with subtitles in different languages including Arabic, German, Russian, English, Spanish, French, Portuguese (European), Italian and Vietnamese. 

...Read More
4 Weeks
Intermediate
3,992
Skills Covered:
Knowledge of engineering
Drug Commercialization

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Certificate

Drug Commercialization

Prof. Williams S. Ettouati and Prof. Joseph D. Ma developed the Drug Commercialization online certification, which is available through Coursera and is the final stage of the series drug discovery, drug development, and drug commercialization. The Drug Commercialization online course begins by offering an overview of the drug discovery and drug development process and advances to the main concepts of drug commercialization and the pharmacoeconomics of the drug development cycle.

Drug Commercialization online classes by Coursera begin with pharmacoeconomic, intellectual property strategy, marketing strategy, portfolio management, regulated markets, and strategic partnerships concepts, as well as post-marketing clinical testing or Phase 4 studies. The course seeks to provide participants with a piece of greater knowledge about how medicine is developed in the laboratory, evaluated in clinical trials, and finally released into the market.

...Read More
4 Weeks
Beginner
4,051

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