46 Courses and Certifications

UC San Diego Courses & Certifications 2024

  • Ownership: Public/Government
  • Estd. Year: 1960
  • Total Faculty: 4390
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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.

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5 Months
Expert
6,634
Skills Covered:
Programming skills Knowledge of Algorithms Knowledge of Python
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.

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10 Weeks
Expert
Free
Skills Covered:
Machine learning
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
Big Data Analytics using Spark

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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
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.

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9 Weeks
Beginner
4,117
Drug Development

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Certificate

Drug Development

Prof. Joseph D. Ma and Prof. Williams S. Ettouati created the Drug Development certification course, which is presented by the University of Pennsylvania, United States, in collaboration with Coursera, and is the second part of the Drug Discovery, Drug Commercialization, and Drug Development certification series. The Drug Development online course is intended to teach the various stages of clinical development as well as the regulatory responsibilities associated with the registration of new drugs.

Drug Development online classes are designed to teach the various stages of the clinical development process, which are divided into three major phases: phase 1 deals with the functioning of a new drug in the human body, phase 2 deals with testing the efficacy, safety, and side effects of the drug, and phase 3 deals with testing drugs on larger scales involving hundreds and thousands of people. Candidates will also learn how to integrate study design methodologies into clinical protocol formulation to examine the safety, tolerance, and effectiveness in several diagnostic.

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7 Weeks
Beginner
4,117
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 20 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. 

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6 Weeks
Intermediate
4,117
Skills Covered:
Knowledge of engineering
Creating Virtual Reality Apps

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Certificate

Creating Virtual Reality (VR) Apps

6 Weeks
Intermediate
Free
Algorithmic Toolbox

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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.

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6 Weeks
Intermediate
6,634
Skills Covered:
Programming skills Knowledge of Algorithms
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.

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6 Weeks
Intermediate
4,115
Skills Covered:
Knowledge of Data Sorting
Algorithmic Design and Techniques

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Certificate

Algorithmic Design and Techniques

6 Weeks
Intermediate
Free
Data Structures Fundamentals

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Certificate

Data Structures Fundamentals

6 Weeks
Intermediate
Free
Graph Algorithms

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Certificate

Graph Algorithms

6 Weeks
Intermediate
Free
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.

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6 Weeks
Intermediate
4,115
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. 

...Read More
6 Weeks
Beginner
6,634
Skills Covered:
Mathematical skill
Drug Discovery

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Certificate

Drug Discovery

People have witnessed pharmaceutical and biotechnological institutions spending a lot of money and time developing new drugs and pharmaceuticals with the primary purpose of saving the lives of patients suffering from specific diseases. Drug Discovery online certification is designed by Prof. Williams S. Ettouati and Prof. Joseph D. Ma and is made available through the University of Pennsylvania in the United States in partnership with Coursera as the first part of the Drug Discovery, Drug Development, and Drug Commercialization certification series. The Drug Discovery online course will teach individuals about the complete drug discovery and development process.

Drug Discovery online classes teach the drug discovery process up to the filing of an initial new drug application and the procedures that a pharmaceutical or biotechnology business takes to explore a new medicinal drug. This course also includes sections on the changing dynamics of the pharmaceutical and biotechnology markets, major components of the drug discovery process, numerous drug discovery tools and procedures, and regulatory obligations for drug discovery to register a particular drug.

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6 Weeks
Beginner
4,117
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
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. 

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5 Weeks
Beginner
Free
Skills Covered:
Discipline Parenting skills
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.

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5 Weeks
Intermediate
4,115
Skills Covered:
Knowledge of Algorithms Knowledge of Python
Introduction to Algae

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Certificate

Introduction to Algae

5 Weeks
Intermediate
Free
Code Free Data Science

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Certificate

Code Free Data Science

4 Weeks
Beginner
Design Principles an Introduction

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Certificate

Design Principles: an Introduction

A design is an approach or strategy for the development of systems, products, operations, or activities, as well as the output of that strategy or specification in the form of a model, finished good, or methodology. Design Principles: an Introduction online certification is designed by the University of California San Diego and taught by Scott Klemmer - Professor, which is delivered by Coursera.

Design Principles: an Introduction online training aims to assist the candidates to learn the fundamentals of design and how to properly assess their work. Design Principles: an Introduction online classes include 12 hours of online learning resources that cover topics like graphic design, information design, visual design, user interface, user experience, typography, A/B testing, chi-squared testing, and explain the best ways to arrange and present information in their interfaces.

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4 Weeks
Beginner
3,277
Algorithms and Data Structures Capstone

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Certificate

Algorithms and Data Structures Capstone

4 Weeks
Intermediate
Free
String Processing and Pattern Matching Algorithms

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Certificate

String Processing and Pattern Matching Algorithms

4 Weeks
Intermediate
Free
Analyze Your Genome

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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.

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4 Weeks
Beginner
Free
Skills Covered:
Knowledge of genetics
So You Want to Be a Biomedical Engineer

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Certificate

So You Want to Be a Biomedical Engineer

4 Weeks
Beginner
Free
Dynamic Programming Applications in Machine Learning and Genomics

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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
Machine Learning With Big Data

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Certificate

Machine Learning With Big Data

Machine Learning With Big Data is an online certification programme administered by the University of California San Diego to help the students explore machine learning with big data concepts. Machine Learning With Big Data  Certification Syllabus, developed by Mai Nguyen, the Lead for Data Analytics, and Ilkay Altintas, the Chief Data Science Officer, will give the students a clear understanding of strategies of machine learning for the analysis and exploration of data. 

In the Machine Learning With Big Data Certification Course, administered by  Coursera, the candidates will learn to build machine learning models with numerous algorithms and tools as well various concepts of big data. Machine Learning With Big Data Certification by Coursera is the fourth in six programmes of the Big Data Specialization. 

...Read More
3 Weeks
4,117
Skills Covered:
Machine learning Knowledge of Big Data

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