4 Courses and Certifications

Edx Business Analytics Courses & Certifications

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Certificate

Data, Models and Decisions in Business Analytics

Data, Models, and Decisions in Business Analytics, a certification 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 Data, Models, and Decisions in Business Analytics training.

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
Predictive Analytics-I

Offered by

Certificate

Predictive Analytics

Predictive Analytics is becoming increasingly popular across all business sectors. It is a competitive strategy that high-performing companies use to set themselves apart from their competitors. Organizations mainly use this tool to predict an event in the future and calculate the probability of its occurrence. In a business context, this event could be customer churn, fluctuation in the stock market, a borrower defaulting on their loan, etc. If you want to equip yourself with this powerful tool, take the Predictive Analytics certification course.

The Predictive Analytics certification syllabus covers the following topics: logistic regression, multiple linear regression, ARIMA (auto-regressive integrated moving average), neural networks, decision trees. You can learn all these and other models used to solve Predictive Analytics problems, by applying to this seven-week programme for free, and studying for four to five hours a week.

For practitioners and students looking to learn more about Predictive Analytics, or those looking to pursue a career in data analytics, the Predictive Analytics certification by edX is ideal.

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7 Weeks
Expert
Free
Skills Covered:
Business analytics knowledge Knowledge of Excel
Certificate

Policy Analysis Using Interrupted Time Series

The Policy Analysis Using Interrupted Time Series certification course provides candidates with a complete knowledge of Regression Discontinuity (RD) designs and Interrupted Time Series (ITS) analysis to verify the policies. This Policy Analysis Using Interrupted Time Series online course will introduce participants to concepts like ITS and RD, selecting and setting of data sources, interpretation and presentation of data, and their statistical analysis.

The Policy Analysis Using Interrupted Time Series certification will make applicants aware of the tools and techniques necessary for statistical analysis. They will learn how to set the data and present it graphically, various modelling parameters in RD and ITS, and add or remove variables from the data. Candidates will be able to add strength to their data by drawing impressive graphs and presenting accurate results.

A verified certificate waits for the candidates who have completed the Policy Analysis Using Interrupted Time Series programme by paying the fee. The certificate will be signed by the instructor and can be attached to your resume to highlight their skills and have a positive impact on your profile. The candidates can also audit the programme for a limited period without paying the fee. 

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5 Weeks
Intermediate
Free
Skills Covered:
Knowledge of Advanced statistics
Practical Learning Analytics

Offered by

Certificate

Practical Learning Analytics

People involved in higher education tend to have many questions about it. Students want to know whether their performance is up to the mark, which colleges they should apply to, and which classes they should take. With the Practical Learning Analytics certification course, they can finally find the answers. Faculty members will learn about the students’ backgrounds, and whether their teaching methodologies and techniques are effective. 

Besides, staff members can also review if the advice they give students in terms of college admissions, how to achieve their goals, etc., is accurate. Administrators wanting to get in touch with their students and faculty, see how they are doing, and anticipate changes can also learn from the Practical Learning Analytics training.  Developed by the University of Michigan, the course addresses questions raised by different stakeholders, including staff, faculty, campus leaders, and especially students. 

Participants can work with standard student record data, which every campus already has. All you need for the Practical Learning Analytics online course is college-level maturity. Furthermore, giving four weeks of your time (two to eight hours/week) will be enough for the program.

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4 Weeks
Intermediate
Free
Skills Covered:
Data science knowledge Knowledge of Data Visualization

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