23 Courses and Certifications

Columbia University New York Courses & Certifications 2021

  • Ownership: Private
  • Total Faculty: 4381
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Certificate

Applied Machine Learning

The Applied Machine Learning online programme comprehensively touches upon the various aspects of the programming language Python, Data Analytics, and Machine Learning. This course not only provides you with theoretical knowledge, but also helps you acquire practical skills via 12 different application projects. 

In the Applied Machine Learning certificate course, you will have access to more than 240 video lectures, along with living online sessions. Moreover, the course is curated by Columbia University in collaboration with Emeritus. You will learn under the guidance of subject matter experts, as well as practitioners in the domain of Machine Learning. 

Besides, you will cover the syllabus for the Applied Machine Learning programme in two parts, each comprising 12 modules to facilitate comprehensive learning of the subject. You will have to dedicate at least 8-10 hours weekly, along with additional practice from your end, to make the most of this course. 

To assess your understanding of the lessons, you will also have a total of 45 quizzes and tests in the Applied Machine Learning online course.

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5 Months
$ 2,350
Skills Covered:
Knowledge of Algorithms Machine learning Data science knowledge Knowledge of Numpy
Certificate

The Age of Sustainable Development

Sustainable development is economic development that is environmentally sustainable and socially inclusive. Coursera offers a course in The Age of Sustainable Development in collaboration with Columbia University. Students will learn about what sustainable development means, how to achieve it and what challenges it faces.

The Age of Sustainable Development training will provide you with the skills to comprehend and perform energy, sustainable energy, environmental protection, and urban planning. Jeffrey D Sachs who is a world-renowned economics professor, UN advisor, champion in sustainable development, and an esteemed professor of Columbia University will be your instructor.

The Coursera Age of Sustainable Development programme consists of pre-recorded video lectures. Each video is anywhere between 10 minutes and 30 minutes long. A quiz marks the end of each module, and its duration is 30 minutes. The programme is 100% online, which enables students to learn at their schedule and convenience.  Students will require approximately 30 hours to complete this course, and at the end of it, they will have to appear for a final exam.

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14 Weeks
Free
Skills Covered:
Knowledge of Urban Planning
Certificate

Construction Finance Management

The Construction Finance Management course by Emeritus and Columbia Executive Education is designed keeping one question in mind: how to finish a project on budget and on time. This course covers all the methodologies and techniques necessary to answer the question, such as cost control and monitoring cash flow.

The Construction Finance Management certificate online programme features 200 video lectures, eight discussions, 12 assignments, three live webinars, and five real-world examples. The course also includes a hands-on module with a break-even analysis of various construction tasks in a project to put your skills to the test. Real estate developers, construction cost estimators, real estate investors, and construction project managers are best suited for the programme. 

You also stand to gain a certificate at the end if you manage to complete all the assignments and other study material. Columbia University’s constituent e-learning platform provides the Construction Finance Management course. Dr Ibrahim Odeh, a professor at the esteemed university, will mentor the programme. He currently teaches in Columbia’s Civil and Mechanical Engineering Department.

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3 Months
$ 1,400
Skills Covered:
Financial Management
Certificate

Construction Project Management

If your career trajectory is headed for the role of a construction project manager, you need more than just the technical expertise to manage the job site. You need more in-depth and advanced skills in scheduling and planning. The Emeritus’ Construction Project Management course provides all that along with mastery of the technology that will help you manage your construction teams.

Emeritus’ comprehensive three-month programme in Construction Project Management is aimed at professionals in the construction, transportation, real estate, and manufacturing domains. The training offers them the knowledge and tactics to streamline operations at the construction sites. This course will prepare you to manage regulations, schedules, risks, budgets, and personnel at a job site. 

Moreover, the online course in Construction Project Management will imbibe you with the versatility to undertake the construction of structures like office buildings, hospitals, and new residencies. The curriculum also extensively covers supervising megaprojects and retrofitting existing spaces. Lastly, after completing all the modules, you will also be awarded a course completion certificate by Emeritus, which will fast-forward your career growth.

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3 Months
$ 1,400
Skills Covered:
Project management
Certificate

Economics of Money and Banking

The Economics of Money and Banking online course by Coursera is a comprehensive 13-week study into the process of bringing about new theories in economics. The course teaches economic thinking by revisiting and updating many of the forgotten tenets of monetary thought which have recently become relevant again.

The Economics of Money and Banking programme focuses heavily on the dealers in money markets and capital markets – as they are the leading profit-seeking distributors of market liquidity to the novel system of market-based credit. Additionally, the training course features flexible deadlines, which enables you to tackle the course at your pace and convenience.

You need to complete all the modules in the Economics of Money and Banking training programme and maintain the minimum score requirements in practice tests and exams to be eligible for the course completion certificate. 

Moreover, Coursera and Columbia University will provide the course completion certificate. This course completion certificate will be displayed on your Coursera accomplishment page. You can share the certificate from this page to your LinkedIn profile and resume.

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13 Weeks
Free
Skills Covered:
Financial knowledge
Certificate

Artificial Intelligence (AI)

The Artificial Intelligence (AI) certificate course has been structured by edX and Columbia university to give the learners a comprehensive introduction to the fundamentals of Artificial Intelligence (AI).

Participants of this course will learn the various concepts of Artificial Intelligence (AI) and its application in real-world problems. They will be trained in the basic techniques for building smart computer systems and the application of AI to practical problems. This course covers the history of AI, intelligent agents, uninformed and heuristic search, logical agents, state-space problem representations, game playing and constraint satisfaction problems. 

Participants will be given the requisite practical experience by building a basic search agent. They will understand the various aspects of adversarial search by creating a game, constraint satisfaction problems, Markov decision processes and the basics of machine learning including working on linear regression. This course enables the participants to plunge into Python while resolving AI problems and learning its applications.

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12 Weeks
Expert
Free
Skills Covered:
Knowledge of Artificial Intelligence
Certificate

Machine Learning

Machine learning by edX primary stage starts from the core development of computer programs that can acquire data and use it to learn for themselves. 

The course served by edx will guide the candidate through various topics that include, matrix factorization, classification and regression, topic modeling,  sequential models, clustering methods, and model selection. In the first half of the course, edx will cover guided learning techniques for regression and classification. edx will explore several fundamental methods that will be essential for performing this task and optimizing it with algorithms. In the second half of the course, edx will shift to unguided learning techniques, where the end output will be more unpredictable based on a corresponding input.

Any student or professional with knowledge of undergraduate probability, statistics, linear algebra, calculus, probability and statistical concepts can enrol in this course. The course has a tenure of 12 weeks, where only 8-10 hours per week can push the candidate towards excellence. Under the guidance of Columbia (Columbia University) after successful completion, every student will get a verified certificate with the institution's logo.

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12 Weeks
Expert
Free
Skills Covered:
Machine learning
Certificate

Animation and CGI Motion

The candidates who are willing to participate in the programme of Animation and CGI Motion from the platform of edX will gain hands-on experience about how to produce and build animations that are realistic, keeping in mind the technical features of CGI animation. Students will gain expertise about the procedure to create physically based animation by learning about studio approaches for the same. 

wThe experts allotted for this course will make sure that the audience of this programme are able to create such characters or films that the society believes in. They will be provided with advice about how to predict as well as improve the mobility of their workpiece. This course, designed by Columbia University will run for a tenure of 12 weeks, where the students will gain the appropriate knowledge required to apply for higher posts. The course is an advanced-level course, and the candidates can easily complete it by putting in 8 to 10 hours of hard work per week.

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12 Weeks
Expert
Free
Skills Covered:
Animation skills
Certificate

Marketing Analytics

The Marketing Analytics course of edX is an advanced level program under the business and management function focused on developing skills to identify the best of market opportunities for a product or service and support important marketing initiatives. It teaches candidates about the importance of analytics in marketing and returns on investment (ROI) that will maximize a business’ revenue.

This course is a part of the Business Analytics MicroMasters Program, which finds new techniques to quantitative prototype that help a business in statistical analysis, sales forecast, and data computation. It teaches how these features impact communication, customer relations, and market divisions.

Marketing Analytics teaches candidates about various problem-solving techniques and expansion tools to win the business a lifetime value and how the designing of a product/ service affects it. The prerequisites of this course include being an undergraduate in calculus, probability, and statistics and having basic knowledge about R or any other similar programming language.

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12 Weeks
Expert
Free
Skills Covered:
Marketing skills
Certificate

Analytics in Python

The Analytics in Python course offered by Columbia University available on the edX platform is a well-structured programme equipped with course content designed by experts to enrich candidates with python programming knowledge. 

Data is an essential part of an organization and proficiency in programming is an important skill for effectively imparting knowledge and information from data. The course will help learners in developing an understanding of various topics like web scraping, web crawling, database basics, relational databases, data interchange formats of JSON and XML and text mining. Through the course, learners will gain knowledge to analyze and visualize data and will be introduced with the basics of SQL that they can apply in the programming area. 

The rapidly increasing demand for python as a programming language makes this course a one-time investment for professionals working in this field. The professionals can share the verified certificate provided towards the end of the programme in their LinkedIn profile for their professional benefits.

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12 Weeks
Intermediate
Free
Skills Covered:
Machine learning Knowledge of Python Database knowledge SQL knowledge Knowledge of Data Visualization
Certificate

Data, Models and Decisions in Business Analytics

Data, Models, and Decisions in Business Analytics, certificate course by edX, brings the ability to know, optimize, and alter the ways of business operations, marketing, transportation, and finance. In this course, the candidate will cover various topics and learn more in-depth about the various skills associated with each topic. Starting from introduction to Probability, where the candidate will go through random variables; Normal, Binomial, Exponential distributions with their various applications. Then the candidate will move up to estimation, where they will learn about Sampling, confidence intervals & hypothesis testing. Advancing further, the candidate will also learn about Regression, Linear Optimization & Dynamic Optimization. 

Any student or professional with knowledge of undergraduate probability, statistics, and linear algebra and with knowledge of Python, basic programming concepts can pursue this course. The programme will be completed within 12 weeks. Candidates need to dedicate 8 to 10 hours every week to attend this programme. 

Please note: This programme cannot be registered by students from Iran, Crimea, Cuba, and the Crimea region of Ukraine. 

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12 Weeks
Expert
Free
Skills Covered:
Business analytics knowledge
Certificate

Demand and Supply Analytics

The course of Demands and Supply Analytics is provided by edX and is associated with Columbia University. This course is of intermediate level of difficulty, requiring only 8 to 10 hours of weekly effort to complete the study materials successfully. The course will be extended for a duration of 12 weeks where all the required topics will be covered to turn the candidates into a confident professional. 

The course aims to make sure that the candidates gain fundamental knowledge about data usage, develop insights and capabilities to predict the issues and problems in the administration to make better business decisions. Candidates will gain the answers to varied but frequent questions arising in the field and they will manage to carry out several risks such as having a large amount of inventory in hand, turning customers down, etc. They will be able to overcome the challenges of operation and pricing by making use of different statistical tools.   

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12 Weeks
Intermediate
Free
Skills Covered:
Supply Management
Certificate

Crisis Resource Management

Columbia University collaborates with edX platform in the form of ColumbiaX to provide the beginner level certificate course on Crisis Resource Management. This course is framed with the intention to impart much required non-technical or soft skills that are critical for decision making and managing teams. This course will cover real-life case study examples and simulations for medical professionals and healthcare workers dealing with crisis situations. This programme is based on the learnings from the aviation industry where it focused to help teams to manage as well as prevent a crisis. 

The concepts taught in this programme are accessible where it creates a context for every real-life experience or simulation in the medical field. It provides an interactive pattern of approach to explore the influencers of culture on the principles of crisis management. The course also has three esteemed faculty members from Columbia University who are stalwarts in their fields and they help to explore many aspects in the subject through their discussion from real-life examples.

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12 Weeks
Beginner
Free
Skills Covered:
Human Resource Management
Certificate

Professional Certificate in Marketing Analytics & Research Methodologies

Professional Certificate in Marketing Analytics & Research Methodologies is a carefully designed course that helps aspirants learn and predict how customers buy products and their response to marketing initiatives. The programme curriculum teaches learners the best practices to identify potential customer segmentation and focused targeting.

In the Professional Certificate in Marketing Analytics & Research Methodologies online course, you will learn how to use optimization tools and probabilistic models to model pricing sensitivity, customer demand forecasts, and lifetime value. This comprehensive programme will also cover important topics such as data collection methods, statistical computation, forecasting sales via ML, and the introduction to research. 

Professional Certificate in Marketing Analytics & Research Methodologies training makes you understand how to gauge factors while introducing and designing new products to the market. Upon completion, you will receive a prestigious, verified certificate, awarded under - edX Partner University: Columbia University + Amity Online. This will showcase potential recruiters, the industry skills and practices you’ve acquired, accelerating your career path tenfold.

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12 Weeks
Beginner
60,000
Certificate

Learning Success

This Learning Success Training program will help the candidate in an assortment of ways, including a self-coordinated online experience. These procedures from note-taking to dynamic persuasion from the time in executives to seeing how candidates learn for assisting with accomplishing the scholastic objectives and to permit them to take advantage of an advanced degree.

In addition, candidates will be able to use this asset as a library or tool stash of scholarly achievement procedures and a device for flipped study hall teaching methods or a text for the ground change courses. This Learning Success Online Course intends to assist the candidate with being fruitful in their college studies and featuring compelling information about the reasonable techniques of studying. 

The candidate can do effective time management while navigating the campus culture. The candidate will be getting a verified course certificate after the successful completion of the course. The Learning Success Programme offers candidates an introductory level of teaching for a better understanding and concept clarity. 

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10 Weeks
Beginner
Free
Skills Covered:
Learning Skills
Certificate

Pediatric HIV Nursing

The Pediatric HIV Nursing course by edX is particularly designed for nurses and midwives who are assigned the care/treatment of children with HIV. The training is developed and delivered by nursing, paediatric HIV clinical care and treatment, and global health experts. The basis of the programme is the up-to-date clinical guidelines by WHO or the World Health Organization.

The Pediatric HIV Nursing online course comes with a self-learning model. It will allow you to accommodate your schedule and learning needs. Columbia University’s faculty will be instructing this programme. Moreover, insights from ICAP’s work and lessons learned over the years by healthcare professionals are highlighted in the course. ICAP at Columbia University has been a leading name for over a decade in international HIV treatment and care.

Furthermore, the Pediatric HIV Nursing certification training offers you the means to improve your knowledge concerning HIV treatment and care for children. The programme aims to deliver the best possible aid to children infected with HIV. The programme’s duration is eight weeks.

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8 Weeks
Intermediate
Free
Skills Covered:
Nursing skills Paediatric skills
Certificate

Fighting HIV with Antiretroviral Therapy: Implementing the Treat-All Approach

Scientists have come up with antiretroviral therapy or ART for the global HIV epidemic through years of research. Fighting HIV with Antiretroviral Therapy: Implementing the Treat-All Approach course by edX is your gateway to understanding HIV treatment and prevention with antiretroviral therapies. The programme is specially curated for healthcare practitioners and other medical workers.

Fighting HIV with Antiretroviral Therapy online course highlights the WHO guidelines of 2016 for using ART drugs to fight against HIV. Antiretroviral drugs suppress HIV and prevent its transmission and progression. You will acquire the skills to use and administer these drugs for treating your HIV patients using the current guidelines.

Additionally, the Fighting HIV with Antiretroviral Therapy course curriculum is taught by clinical experts. They hold specialisations in HIV and global health. Moreover, you have the flexibility of taking this training at your own pace and has a duration of six weeks only. It offers free enrolment to all those who satisfy its eligibility criteria.

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6 Weeks
Intermediate
Free
Skills Covered:
Knowledge of epidemiology