Statistics Certificate Courses

The Preparing for the AP* Statistics Exam course aims to introduce its students to the important concepts and tools for data collection and analysis. Four main concepts would be dealt with here that is, exploring data, sampling and experimentation, pattern anticipation, and statistical inference. It is an introductory-level course, and you need to have mathematical intuition and quantitative reasoning ability to take admission here. 

The Tennessee Board of Regents is offering the AP* Statistics Exam preparation programme by edX. After completion, you will learn all the knowledge and skills required that will help you prepare for an advanced placement statistics exam. This course falls under the Data Analysis and Statistics subject. 

The edX AP* Statistics Exam preparation course is taught online via video lectures. It has a duration of about thirty-five weeks, and you can complete it at your own pace. Participants will be able to access all the course material completely free of cost. And when you pay the certification fee, you will also become eligible for certification. 

Swayam's Business Statistics course is hugely relevant in this era as statistics play a vital role in the business world, and helps in the quick and accurate decision-making process. To that end, this online course covers descriptive statistics, statistical study, probability, linear regression, and correlation in depth. 

Business Statistics online course is a 12-week online course available at the undergraduate level. By the end of the course, you can become familiar with the concepts of statistics, data collection, and data analysis tools. Additionally, the online course will make you adept at data analysis and interpretation, as well as the concepts of statistics. 

Furthermore, the Business Statistics certification course provides numerous employment opportunities in lucrative roles like data analysts and consultants. This comprehensive programme allows you to hone your decision-making skills in the corporate sector and gives you essential tools essential for data analysis. Take this course to earn a certificate and further your career with a strong professional portfolio.

Swayam’s upcoming MCO-03: Research Methodology and Statistical Analysis online course teaches its applicants about research’s most significant aspect - research methodology. This extensive programme falls under the ‘Commerce’ purview and aims to help researchers gain the necessary skills to establish highly-efficient methodologies for their research studies. Through online videos, students can learn at a self-directed pace as well.

The MCO-03: Research Methodology and Statistical Analysis certification syllabus is a thorough curation by the Indira Gandhi National Open University. It covers numerous vital topics, including business research, random sampling, comparative scaling techniques, research design, variance, correlation, data processing, non-random sampling, Bayes’ Theorem, scatters plots, etc. It also explains research report writing, critical terminologies, and interpreting statistical data.

Spread across 16 weeks, the MCO-03: Research Methodology and Statistical Analysis training is entirely online, delivered by the University’s skilled faculty, Dr Subodh Kesharwani. The curriculum is set at the postgraduate level, teaching beginners about research skills and helping existing research improve their research quality.

The Foundations of Mathematical Statistics certification course makes provision for the students to work on the aspects of mathematics and its related application in a professional way and as per industrial standards. The Foundations of Mathematical Statistics syllabus are inevitable for any applicants who want to get their foundation strengthened in statistical concepts.  

The content of the course starts with the rudimentary meaning and the scope of statics and goes on to cover topics like- diagrams, tabulations, correlation, graphs, central tendency, kurtosis, dispersion, regression, skewness, probability, and others in an elaborate and detailed manner. Foundations of Mathematical Statistics by Swayam serves as a foundation course for all the students who want to secure a career in the genre of statistics and its related subjects. The course will help the students learn about the random variable and its applications and also make the students aware of the data collection methods.

The Descriptive Statistics by Swayam helps the students to learn the course on their self-paced time as it is an online programme. This is an elective course through which the learners can boost up their knowledge in statistics. Users also learn this course along with the subject chosen at the college/university to build a strong basement in this field. 

This helps them to gain knowledge and enhance their skill is the desired field. They can also view an introductory video about this course before joining.

Participants, who opt for the certification for this programme, have to write an end-term exam which is proctored. This course is also offered with credits that can be added to their university/college credits to increase their score. This certification is more valuable for career opportunities as it is offered by Swayam, an initiative by the Government of India.

Data analytics has changed the way organizations and businesses run today. Extracting meaningful information from massive data has become possible, which further helps in decision-making and solving practical problems. Applied Multivariate Statistical Modeling Training offered by Swayam in association with IIT Kharagpur provides a fundamental understanding of data analytics and multivariate data. 

The Applied Multivariate Statistical Modeling certification course by Swayam aims to help students build their confidence in multivariate data interpretation. The online learning program will help students identify real-life problems and describe them to collect relevant data. It is a postgraduate-level course covering the core concepts of statistical modeling of multivariate data. 

The Applied Multivariate Statistical Modeling Certification Syllabus includes various assignments that will help you understand and apply the skills you learn simultaneously. Moreover, the average assignment score, along with the final assessment marks, will help determine whether you will get a digital course certificate or not.

In recent years, the use of data has increased significantly in the fields of finance, economics, science, and humanities. The Applied Statistics and Econometrics online course offered by Swayam has been carefully curated by the faculty at IIT Kanpur. The program runs for 12 weeks and explores the field of statistics and moves on to the concept of linear regression and causal inference. 

Furthermore, the Applied Statistics and Econometrics certification course will teach you how to perform quantitative analysis of social sciences data. The program is suitable for both undergraduate and postgraduate students, and the curriculum uses examples from various fields of social science that will benefit students from different streams.

The Applied Statistics and Econometrics certification syllabus includes tutorials, regular assignments, and software sessions to help you thoroughly understand the course material. What’s more, you can earn an e-certificate on completion by qualifying in a proctored exam after finishing the program.

The Probability and Probability Distributions certification course is taught by Dr P Nagesh, author of 22 international refereed journals. He is currently working at the Jayachamarajendra College of Engineering in Mysore. Thus, students joining the course as amateurs in the probability domain are sure to gain mastery over the concepts. 

Spread over 12 weeks, this elective programme is an undergraduate-level course. From permutations and combinations to probability and concept of random variables to variance and standard deviations, the Probability and Probability Distributions certification syllabus covers it all. The curriculum, divided into weekly modules, also includes practical applications of addition and multiplication theorem and Bayes theorem.

The Probability and Probability Distributions training also enhances the students’ understanding by helping them polish their concepts via in-course assessment tests. Besides, the course also offers its learners the chance to obtain a certification which can be done by taking the end-term examination.  Moreover, students are also eligible for a credit transfer. 

The Design and Analysis of Experiments certification course is designed to educate candidates on the various fundamentals of analysis tools and techniques, experimental designs, their applications, and interpretations. This course is created by IIT Kharagpur and imparted by Professor J. Maiti. It has industry support from renowned companies like Tata Steel and Tata Motors.

Candidates who enrol for the Design and Analysis of Experiments programme by Swayam will get to learn from video lectures, comprehensive and industry-relevant curriculum, and demonstrative software such as Minitab. Through this course, they will learn how to conduct experiments in a particular system and utilise different processes.

Spread over 12 weeks, the Design and Analysis of Experiments syllabus covers all crucial topics to impart a 360-degree understanding. The candidates will get various assignments to solidify their learning and can choose to appear for the final exam to obtain the certificate. This postgraduate MOOC is entirely free of cost and comes under the Management Studies category.

The Business Statistics certification course introduces the students to business statistics and its application. The course is a free online program. It is offered by the platform of Swayam in association with the Indian Institute of Technology, Roorkee. Students will also be able to get a verified e-certificate for the course if they follow the given procedure. Although the proctored exam of the course demands an amount to be paid, students can still access the Business Statistics training for free without any payment. 

Students who decide to learn through this course will get to know detailed information from topics such as data collection, probability, sample distributions, etc. Students can complete the course as per their wish, however, the estimated time taken for this course is 12 weeks. The Business Statistics online course contains quizzes, assignments, and tasks to get a better understanding of the course. The students will be given one assignment every week to understand every topic properly. 

Developed by IIT Bombay, the Introduction to Stochastic Processes by Swayam is an AICTE-approved Faculty Development Programme. Students will gain the necessary skills to design models and assess the effects of any event. Based on Management studies, this elective course is open for students from all disciplines. 

The Introduction to Stochastic Processes certification syllabus is spread across 12 weeks. During this, students will learn Poisson processes, Continuous and Discrete Markov Chains, variance, random variables, probability, and Bayes rule. Moreover, it is provided at a postgraduate level. Book references and video lectures are also provided to help students learn effectively.

Candidates can earn the Introduction to Stochastic Processes certification by paying a nominal certification fee and appearing for the end-term certification exam conducted by Swayam. Additionally, they must complete all the 12 assignments given throughout the course duration. 

Moreover, several companies across sectors use Stochastic Processes in their operations. As such, they readily employ individuals certified through the Introduction to Stochastic Processes program. 

The Probability And Statistics certification course explores statistics and probability with broad applicability across disciplines, including physical sciences, engineering, economics, and social sciences. The course covers essential statistical reasoning and methodology. It strikes a balance between providing a solid conceptual understanding and delving into advanced theoretical aspects.

The Probability And Statistics certification by Swayam is industry-relevant, particularly for those aspiring to work in business analytics, banking, finance, insurance, machine learning, and data mining. By combining theoretical knowledge with practical application through examples and problem-solving, students gain indispensable skills for various career paths.

Also Read: Online Statistics Certification Courses

Modeling Stochastic Phenomena for Engineering Applications: Part-1 is a 12-week certification course by the IIT Bombay. This course provides students with a comprehensive understanding of techniques for modelling stochastic phenomena in engineering systems. Students are provided with both practical as well as theoretical concepts in the course.

The Modeling Stochastic Phenomena for Engineering Applications: Part 1 certification by NPTEL will teach students the skill and knowledge of modeling techniques used in engineering design, decision-making, and another process. The course with its practical understanding makes engineers flourish in the professional working space.

Also Read: Online Software Engineering Certification Courses

The Stochastic Processes - 1 certification course is a 12-week programme. The course focuses on stochastic processes and concepts required for the students to perform experiments and research. The certification course covers a comprehensive curriculum that includes a Probability theory refresher, an introduction to the stochastic process, and problems in random variables and distributions. 

The prerequisite for this certification course is that students must have a basic course on Probability. The Stochastic Processes - 1 certification by NPTEL provides in-depth knowledge of the classification and properties of stochastic processes. With a robust curriculum and the support of industry professionals, the students can apply these concepts and processes in real-world projects. 

Also Read: Online Mathematics Courses & Certifications

The Introduction to Probability Theory and Stochastic Processes certification course is a 12-week duration programme. The intended audience for this course is undergraduate students of electrical engineering, computer engineering, mechanical engineering, civil engineering and mathematics and computing. The certification course covers a comprehensive curriculum that includes the basics of Probability, random variables, and standard distributions. 

The prerequisite for this certification course is a basic course on Calculus and Linear Algebra. The students gain in-depth knowledge of probability and stochastic processes concepts from Introduction to Probability Theory and Stochastic Processes certification by NPTEL. With the support of the leading industrial experts, the students gain confidence to apply these concepts in real-world scenarios.      

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Statistical Learning course is devoted to polishing the participant's skills in data science and statistical modeling. It is an introductory level course. It is mostly practice-based and equipped with both traditional and new methods of data analysis and statistics. Here, the course emphasis is on classification methods and regression. This Statistical Learning certification doesn’t rely on advanced and complex mathematical formulas. Introduction to all modern elements of data analysis is given. The techniques on how to use R is also shown in the Statistical Learning training.

The practical implications of this program are one of the main statistical learning benefits.  The Statistical Learning training is structured to meet the requirements of the professionals from this field. For computing, the course uses R. There are Quizzes in the prescribed Statistical Learning certification syllabus. The quizzes will be graded and hold value to earn the certificate. There is a provision to gain a 90 % discounted offer through edX’s financial assistance scheme.

On successful completion, the learners will gain the certificate for the Statistical Learning certification. The certificate can be shared in CV or resume and it can also be uploaded on Linkedin. This certificate is verified by Stanford University’s StanfordOnline institution. There are two pathways in which enrolling in this course of edX is possible. One is the verified track, and the other is the audit mode. During the audit mode, the candidates shall have limited time access to the course, but access becomes unlimited during the verified track.

The Intro to Descriptive Statistics course is a beginner-level programme. It is entirely an online course provided through the website of Udacity. Candidates who take admission in the programme will be introduced to descriptive statistics and its different aspects. Participants who are interested in the Intro to Descriptive Statistic Course can get enrolled without paying any amount since the cost of the course is zero. Students will be able to access the study material of the course at any time since the course regulates on a self-paced basis. The Intro to Descriptive Statistics syllabus includes seven chapters and can be finished in approximately two months. There are no restrictions or deadlines regarding any timings or attendance percentage, and participants can freely access the course whenever they want.

The Intro to Inferential Statistics online course is free of cost programme which is brought to the students by Udacity. The course is a beginner level programme and introduces the students to all the basic concepts of inferential statistics. Candidates who enrol on the course will be able to pursue this programme in online mode. 

The Intro to Inferential Statistics syllabus includes seven chapters along with various exercises and interactive quizzes and students will be able to complete the entire curriculum in the time period of two months. The course is a self-paced programme and can be pursued without any time limitations according to the schedule of the participants. Students can access the Intro to Inferential Statistics Course at any time depending upon their requirements.

The course of BioStatistics offered by the platform of Edx in collaboration with DoaneX gives an amazing opportunity to all the students who want to pursue this area professionally. The duration of this programme is 8 weeks. Candidates should spend at least 5-10 hours per week to complete this programme. 

The BioStatistics certification course given here on this platform is a self-paced learning programme. Verified certification for this course is available with the institution logo. Participants can gain verified certification for this programme by paying the certification fee according to the guidelines of the platform. The programme offered is an introductory level programme. Experienced faculty will teach this programme in 100 per cent online mode only. All the BioStatistics course content and materials are designed by experienced instructors. 

Students can use the certification achieved here for their academic records as well. Candidates will learn all the necessary techniques and skills required for working professionally in their field. The course offers 2 tracks of study for the students, one is the verified mode and the other is the audit mode. During the audit track, the candidates will get access only for a limited time but during the verified mode, the candidates will have unlimited course access. The candidates will have 2 modes of study to choose from, one is the audit track and the other is the verified track. During the verified track, the access is unlimited whereas during the audit mode, the candidates will get only limited access within which they will have to complete the programme.

The Statistics: Unlocking the World of Data program is a course on understanding statistics. The new digitalized world is dependent on data and it is a powerful tool that is shaping our world. Data is used in all fields such as in healthcare, media, engineering, and also in financial evaluation. The key principles of statistics will be explored in this course. Data will be interpreted, analyzed, and evaluated for understanding how it shapes our modern world.

This course is offered by Edinburgh University. The Statistics: Unlocking the World of Data y edX course is an introductory level course. This course is systematically structured for weekly efforts. First, it introduces the world of data, then in finding patterns, collecting data, evaluation and its distribution, and lastly to its statistical methods. edX platform also provides 90 % financial assistance to those people who can’t afford the verified certificate because of their low financial status.

The certificate of this Statistics: Unlocking the World of Data online certification is shareable and easily downloadable. The certificate will be verified by Edinburgh University. The Statistics: Unlocking the World of Data certification benefits will be given only to those candidates who successfully completed the course. 

The Biostatistics and Design of Experiments programme is an 8-week elective programme. The course is curated by IIT Madras and is offered at the UG and PG level. The programme falls under the category of Biological Sciences and Bioengineering. It is AITCE approved FDP course with plenty of industry support from particular Biotechnology, biopharma and agriculture companies. 

Professor Mukesh Doble teaches the Biostatistics and Design of Experiments course by Swayam. It is focussed on the various applications of statistics in pharmacy, medicine and a number of other topics in Biology. The course syllabus covers some essential topics in Statistics such as sampling and distribution of data, regression analysis, tests of significance, design of experiments, etc. 

The Biostatistics and Design of Experiments training is relevant for all students pursuing either a UG/PG degree in Biotechnology or its allied fields. The course lectures are provided online via video tutorials, and internal assignments are also offered for self-assessment. If the candidate wants to get certified, they can also sit for the certification examination at the end of the course.

Handling Large-Scale Unit Level Data Using STATA certification course has been designed with the objective of giving the candidates the exposure on various techniques used in complex database analysis. The different software has been covered so that the candidates do not have any issue in understanding them.

The module has been designed with the objective of covering all the basic forms of data. The candidates will have the opportunity of working on the real life data, so they know how to handle the data in various industries. The candidates can reach out to the experts for any kind of assistance during the course.

The Handling Large-Scale Unit Level Data Using STATA online course also offers certification for the candidates taking the end term exam. The learning process will be based on the basis of real implementations. Both quantitative as well as qualitative analysis has been covered for a better enhancement of the skills of aspirants.

Descriptive statistics extracts the information hidden under any data. In the Descriptive Statistics with R Software programme, you will learn about descriptive statistics' various tools. You will be using the open-source R software to learn these tools based on mathematical and statistical functions. This course has been designed for undergraduate students studying mathematics and science or humanities students with a background in statistics. If you are a professional working in analytics, you will find this course useful.

Descriptive Statistics with R Software certification is an online course of eight-week duration in Mathematics. It is an elective undergraduate/postgraduate course taught by the faculty of IIT Kanpur and NIT Sikkim. There will be assignments and practical usage of the software to break the monotony of theoretical lectures. All the course material will be available for free on the online learning portal Swayam.

Descriptive Statistics with R Software also offers certification. For this, you must submit all assignments and appear for an offline exam that is conducted after the course conclusion.

The Indian Institute of Technology, Delhi, has developed the Statistical Inference program, an online course under the mathematics course category. The instructors teach this core course at an undergraduate and postgraduate level. The eight-week FDP training is approved by AICTE and permits credit transfer as well.

During the Statistical Inference training, candidates will learn about the fundamental knowledge related to statistical inference and probability. The course aims at providing in-depth information about the theory of estimation and testing hypotheses. Candidates will learn the course content through the theoretical and practical aspects by solving complex problems.

The Statistical Inference online course is valuable for practitioners or students in statistics at a UG or PG level. The training will act as a foundation course for the students working on areas related to machine learning. Candidates need to have a general knowledge of probability, data collection, and descriptive statistics to understand the content without any difficulty.

The ‘Decision Modeling’ online course is a free online certification program offered for the professionals and students of engineering and management to get a conceptual understanding of the strategies and details of operations research that enables optimized decision making. This online training course is provided by the Swayam education portal with the ‘National Programme on Technology Enhanced Learning (NPTEL). The classes are conducted online through videos, lectures, and other online resources for a period of eight weeks studying the course modules. The students are guided by the program instructor who is an academic and professional expert, Prof. Biswajit Mahanty, from the department of industrial and systems engineering at Indian Institute of Technology Kharagpur. This elective course, classified under the management studies and operations domain is recognized by the All India Council for Technical Education.

The ‘Decision Modeling’ online certification program ensures students receive the course certificate and credit points at end of the course after completion of the assessments and exam.

EdX’s course on Statistics for business-I is ideal for the aspirants who want to build a fruitful career in business management and who wish to learn deeply about the concepts of business statistics. It is provided to the students in association with the Indian Institute of Management in Bangalore (IIMB) and the classes are taken by their experienced faculty, Shankar Venkatgiri. This intermediate course in business statistics is the first course in the series of 4-part courses on Business statistics. The course can be switched to a verified account with access to complete benefits like full-time access to the course, certification, and graded assessments.

This short program mainly focuses on giving a detailed Introduction and in-depth study on Business statistics to the students in which it is taught how data is examined from different perspectives and how it's applied to make better business decisions along with key concepts like descriptive statistics, summarizing variables, visualization techniques, numerical data and so on. 

The most important aspect of the business is Statistics. The Statistics for Business - II is designed by professionals which covers various topics and strategies of Business Statistics.

This course focuses on probability which is useful to follow a specified data distribution. Students represent real-life events using variables such as Normal, Binomial, and Poisson. They learn how to counterfeit data that is distributed using these variables. The duration of the course is 7 weeks which is divided into 2-4 hours per week. After the completion of the course, edX provides a certificate of completion. It is a self-paced course that lets the students study at their own comfortable pace. EdX brings this course in association with IIM Bangalore which is one of the most prestigious institutions in India. It is a bilingual course such that it teaches in both English and Hindi. It also provides video transcripts in both English and Hindi so that students won’t face any difficulty in following the lectures. 

Overall, this course nurtures the students and transform them into professionals in Business Statistics.  

Bayesian Statistics certification is a 7-week long programme where all the participants enrolling must devote approximately 34 hours of their time. This certification course is available on the Coursera platform but has been designed by Duke University. Also, this course is part 4 of 5 in the specialization of Statistics with R Specialization offering a free trial that is valid for 7 whole days. Whoever the interested participants must make sure that they have some kind of prior knowledge of what all is taught in the precious course parts of the specialization.

The Bayesian Statistics training will be responsible for introducing Bayesian comparisons related to means, credible regions, and Bayesian regression using multiple models to the participants. The course finally teaches all the applicants to learn the application of Bayesian methods to several practical issues and implementation in R programming. Apart from providing a certificate that is shareable, the candidates will be able to change the course timings with respect to their convenient schedules.