46 Courses and Certifications

Online Statistics Courses & Certifications

To make sense of the world humans turned to language and mathematics. To comprehend and represent the problems and come up with solutions they sought numbers. This created statistics.

Words alone won’t do the work most of the time. Which is why the most compelling arguments are backed by strong statistical data. This gives people assurance that the information is accurate. Thus the world heavily relies on statistics. Choose one of the best courses: Statistics certification courses to PG and become an asset everywhere!

What is Statistics?

It is a discipline within mathematics where you gather data and go through a thorough organisation, analysis, interpretation, and finally presentation to the respective parties. This leads credibility to the topic you are presenting. Statistics is paramount in all arenas (commercial, scientific research, healthcare, education psychology, economics, sociology, social sciences etc.)

Who can pursue Statistics courses?

  • You are great with numbers
  • Your observational and research skills are off the charts
  • You wish to become a statistician or simply needs to learn the concepts as your work demands it

If this is you? Then Statistics courses are for you.

Eligibility Criteria for Statistics courses

For UG Statistics courses, you must have (10 + 2) qualification with minimum 50% aggregate with Mathematics as one of the core subjects.

For PG Statistics courses, you must have a degree in Statistics/ Mathematics/ Mathematics with Computer Applications & Statistics.  You should have a 50-60% aggregate.

Entrance Exams for Statistics courses

You can also take online statistics courses to enhance your knowledge and skills.

Important skills for Statistics courses

  • Numerical skills
  • Logical and Analytical skills 
  • Problem solving skills
  • Attention to detail
  • Focus
  • Basic technical skills

What will you learn in Statistics courses?

  • Calculus
  • Algebra
  • Probability and Statistical methods
  • Biostatistics
  • Survey Sampling
  • Computer Programming in C
  • Real Analysis
  • Applied statistics
  • Numerical Analysis
  • Linear models
  • Design of experiments
  • Econometrics

Popular Statistics certification courses

Course

Offered by

Duration 

Fees

Advanced Linear Models for Data Science 1 Least Squares

Johns Hopkins University via Coursera

6 weeks

Free

Business Statistics

 

IIT Roorkee via Swayam

3 months

Free (Charge for certificate)

Fundamentals of Data Science and Statistics

IIT Kanpur

Self paced

INR 5,000/-

Advanced Predictive Modelling in R Certification

Edureka

Self paced

INR 8,475/-

Database Management System

Madras University via Swayam

 

3 months

Free (charge for certificate)

Non-Parametric Statistical Inference

 

IIT Delhi via Swayam

 

1 months

Free (charge for certificate)

Research Methodology and Statistical Analysis

IGNOU Delhi via Swayam

16 WEEKS 

 

4 months

Free (charge for certificate)

Statistical Learning

 

 

Stanford University via Edx

 

9 weeks

Free

Statistics Essentials for Analytics

Edureka

 

Self paced

INR 5,000/-

Statistics Unlocking the World of Data

The University of Edinburgh, Edinburgh via Edx

2 months

Free


Career Opportunities after Statistics courses

Anywhere you look, you will see the demand for Statistics. For example: advertising, healthcare, entertainment, politics, sports, research, corporate, banking, social media etc. Some of the top careers and the average base salary is mentioned below.

Salary Trends

Average salary of a Statistician based on experience

Experience in years

Average Base Salary p.a.

< 1

INR 4,05,880/-

1 - 4 

INR 4,27,293/-

5 - 9 

INR 10,00,000/-

10 - 19  

INR 14,00,000/-

** Source of Salary Details: Payscale

Note: The given salary details may vary depending on experience, skill, company, location etc. 

Scope after Statistics courses

It is unfathomable to imagine a world without proper information. Nothing will function if there is no clarity. Take any industry. They all demand proper data on a regular basis. Without which they cannot move forward with their business. This makes statistics inevitable everywhere.

As the world is expanding with more and more businesses, the need for statistics is on the rise as well. With the right statistics courses you could choose from a wide array of careers and make the most of your talent.

Top Recruiters

Neilson

Tata consultancy Services

Goldman Sachs

GE Capital

Deloitte

HDFC


FAQs

Q: What are the fundamental concepts that I’ll learn in Statistics courses?

A: Some of the prominent topics (along with advanced mathematics) you will learn are: Applied statistics,  Econometrics, Survey sampling, Biostatistics, Numerical Analysis,Linear models etc.

Q: Why should I learn statistics courses?

A: The course enables you to become an expert in numbers.  You are able to give  clarity to your employers, customers etc. And your employer and customer could be anyone from any industry. Hence the importance of statistics courses. You can opt for specific online statistics courses which teach you some of the basics, so you have an idea. 

Q: What are the various competitive exams for statistics courses?

A: Some of the top entrance exams for statistics courses in the country are:

JNU Entrance Exam, BHU UET, IISER IAT, DSAT, SUAT, CSIR NET, ISI Entrance Exam. For statistics certification courses, there are no prerequisites.

Q: How much does it cost to study statistics courses?

A: You can pursue statistics in the following: UG, PG, Diploma, research and certification courses. For UG statistics courses it can go upto 11 lakhs whereas for diploma it will be around 1-2 lakhs. For PG it is around 5 lakhs and for research the maximum is around 8 lakhs. You can also go for online statistics courses which could be either free or paid (up to a few thousand rupees)

Q: What are the skills needed for a statistician?

A: Mathematical skills, logical reasoning skills, research skills, focus are some of the important skills for a statistician. You can hone in these skills by taking advanced degrees as well as completing online statistics courses.

Q: How much can I earn after completing statistics courses?

A: As there are many fields that you can pursue after the course, the salary would vary based on the profession, skills, experience, company, location etc. For example a statistician at the beginning of her career would earn around INR 5,34,000/-

Career Category
Specialization
Job Role
Skills

Pricing

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To

Offered by

Tennessee Board of Regents via Edx
Certificate

Preparing for the AP* Statistics Exam

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. 

...Read More
35 Weeks
Beginner
Free
Skills Covered:
Statistical skills
Statistics

Offered by

Certificate

Statistics

The Statistics course is a beginner-level programme. Candidates who join the programme will be gaining plenty of information regarding data, variables, research methods, distribution analysis, and other related aspects. The course is available for all the interested students at absolutely zero cost. Candidates can complete the curriculum in online mode through the website named Udacity

The Statistics Course is conducted in association with the San José State University. Students who take up the course can access the course 24x7 without any limitations as the course is a self-paced programme. The course comprises a total of six lessons that can be completed in the time span of four months. Students get to learn from the Statistics syllabus through interactive video sessions and quizzes throughout the programme.

...Read More
4 Months
Beginner
Free
Skills Covered:
Statistical skills
Research Methodology and Statistical Analysis

Offered by

Certificate

MCO-03: Research Methodology and Statistical Analysis

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.

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16 Weeks
Beginner
Skills Covered:
Research skills Statistical skills
Certificate

Foundations of Mathematical Statistics

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.

...Read More
13 Weeks
Skills Covered:
Statistical skills
Certificate

Business Statistics

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.

...Read More
12 Weeks
Skills Covered:
Statistical skills Data science knowledge
Certificate

Descriptive Statistics

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. 

The Descriptive Statistics programme is available for free of cost to all the enrolled learners in Swayam. 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.

...Read More
12 Weeks
Skills Covered:
Statistical skills
Applied Multivariate Statistical Modeling

Offered by

Certificate

Applied Multivariate Statistical Modeling

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.

...Read More
12 Weeks
Free
Skills Covered:
Statistical skills
Applied Statistics and Econometrics

Offered by

Certificate

Applied Statistics and Econometrics

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.

...Read More
12 Weeks
Free
Skills Covered:
Statistical skills Data science knowledge Knowledge of Econometrics
Certificate

Probability and Probability Distributions

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. 

...Read More
12 Weeks
Skills Covered:
Statistical skills
Design And Analysis Of Experiments

Offered by

Certificate

Design and Analysis of Experiments

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.

...Read More
12 Weeks
Free
Skills Covered:
Knowledge of engineering
Business Statistics

Offered by

Certificate

Business Statistics

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. 

...Read More
12 Weeks
Free
Skills Covered:
Statistical skills
Introduction to Stochastic Processes

Offered by

Certificate

Introduction to Stochastic Processes

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. 

...Read More
12 Weeks
Free
Certificate

Statistical Learning

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. 

...Read More
9 Weeks
Beginner
Free
Skills Covered:
Statistical skills Data science knowledge R Programming

Offered by

Certificate

Intro to Statistics

Learn how to make decisions harnessing the power of data and statistics with Intro to Statistics by Udacity. This is a beginner-level study that runs nearly for two months. Besides, the training is free of cost.

Statistics is all about extracting meaningful insights from data. In this Intro to Statistics course, you will get acquainted with several techniques to visualise relationships in data. You will also explore systematic techniques to understand these relationships using mathematics.

The Intro to Statistics course syllabus is extensive and covers probability, estimation, inference, regression, outliers, and normal distribution, and more. Moreover, in the programme, taught by industry professionals, you learn by doing exercises and going through instructor-led videos.

The Intro to Statistics training features rich learning content, self-paced material, and interactive quizzes. What’s more, for enrolment, you don’t need any previous expertise in statistics. However, if you are familiar with algebra, like knowing how to calculate the median, mean, and mode of a set of numbers, it will help you make the most of the programme.

...Read More
2 Months
Beginner
Free
Skills Covered:
Statistical skills

Offered by

Certificate

Intro to Descriptive Statistics

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.

...Read More
2 Months
Beginner
Free
Skills Covered:
Statistical skills

Offered by

Certificate

Intro to Inferential Statistics

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.

...Read More
2 Months
Beginner
Free
Skills Covered:
Statistical skills
BioStatistics

Offered by

Certificate

BioStatistics

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 percent online mode only. All the BioStatistics course content and materials are designed by the experienced instructors. Students can use 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.

...Read More
8 Weeks
Beginner
Free
Skills Covered:
Mathematical skill
Certificate

Statistics Unlocking the World of Data

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. 

...Read More
8 Weeks
Beginner
Free
Skills Covered:
Statistical skills
Biostatistics and Design of Experiments

Offered by

Certificate

Biostatistics and Design of Experiments

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.

...Read More
8 Weeks
Free
Skills Covered:
Statistical skills
Handling Large Scale Unit Level Data Using STATA

Offered by

Certificate

Handling Large Scale Unit Level Data Using STATA

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.

...Read More
8 Weeks
Free
Skills Covered:
Statistical skills
Descriptive Statistics with R Software

Offered by

Certificate

Descriptive Statistics with R Software

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.

...Read More
8 Weeks
Free
Skills Covered:
Statistical skills
Statistical Inference

Offered by

Certificate

Statistical Inference

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.

...Read More
8 Weeks
Beginner
Free
Skills Covered:
Statistical skills
Statistics for Business - II

Offered by

Certificate

Statistics for Business - II

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.  

...Read More
7 Weeks
Intermediate
Free
Skills Covered:
Statistical skills
Advanced Linear Models for Data Science 1 Least Squares

Offered by

Certificate

Advanced Linear Models for Data Science 1 Least Squares

The Advanced Linear Models for Data Science 1: Least Squares course helps you develop a strong foundation of linear and regression modelling. Johns Hopkins University offers the programme, and your instructors will be subject-matter experts. It is the third part of the Advanced Statistics Specialisation by Coursera.  

Moreover, the course completion certificate that you will receive is shareable, after finishing the Advanced Linear Models for Data Science 1: Least Squares programme by Coursera. It will allow you to establish your relevant expertise in the field. Learn and develop fluency in the basics related to least squares and regression modelling, at your own pace.

In addition, the Advanced Linear Models for Data Science 1: Least Squares course features immersive content, developed around a self-paced model to align perfectly with your schedule. The training also provides adjustable deadlines. Furthermore, the online course allows you to quickly and efficiently start studying. You have to devote nearly 8 hours of learning time to the programme.

...Read More
6 Weeks
Expert
Skills Covered:
R Programming Knowledge of Applied statistics

Offered by

Osaka University, Osaka via Edx
Certificate

Introduction to Applied Biostatistics Statistics for Medical Research

If you want to learn how to analyse medical data but do not know where to begin, the Introduction to Applied Biostatistics programme is for you. It provides an introduction to all the essential statistics and reasoning concepts used in medicine. The curriculum will introduce each topic using examples published in clinical research papers. You will work with real-life datasets in your homework assignments for practice in hands-on data analysis.

The Introduction to Applied Biostatistics certification syllabus covers basic epidemiological concepts, including study designs and sample size computation. Open-source software like R Commander and PS Sample Size, which are easy to download and install, are used in training.

The six-week Introduction to Applied Biostatistics training is an Osaka University (Japan) offering, aimed towards an intermediate-level. Learners can watch the video lectures at their own pace and follow English transcripts. The weekly effort required on their part is just three to five hours.

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6 Weeks
Intermediate
Free
Skills Covered:
Statistical skills
Certificate

Probabilistic Graphical Models 1: Representation

The Probabilistic Graphical Models 1: Representation course by Coursera is a part of the Probabilistic Graphical Models Specialization on the Coursera platform. Stanford University offers a certification course in association with Coursera.

The Probabilistic Graphical Models 1: Representation online course has a curriculum spread out over five weeks. The certification course will help you develop a deep understanding of the PGM framework by communicating perplex material with skill. Moreover, the online course primarily covers the fundamentals of Bayesian networks and Markov networks. 

Furthermore, the Probabilistic Graphical Models 1: Representation certification course promotes interaction and improvement with a comprehensive curriculum, intermittent assignments, and discussion boards. Candidates can self-assess using these mediums and grasp the course contents at their own pace. 

Finally, Coursera provides a certificate upon successful completion of the  Probabilistic Graphical Models 1: Representation course. The certificate can be added to the resume or shared on LinkedIn and other professional websites. Learners can also take a print out of the certificate.

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5 Weeks
Expert
Skills Covered:
Machine learning
Certificate

Probabilistic Graphical Models 2: Inference

Probabilistic Graphical Models (PGMs) is considered to be a strong foundation for encrypting probability arrangement over composite domains. Hence, Probabilistic Graphical Models 2: Inference is drafted to address the questions related to probabilistic inference. This course depends upon the concepts from graph algorithms, probability theory, and machine learning. These concepts are the base for the advanced methods used in various applications like speech recognition, medical diagnosis, natural language processing, etc. These advanced methods are also essential tools in composing various machine learning problems.

In an order of three, Probabilistic Graphical Models 2: Inference is the second one. While the first course, focused on description, this course would address the question occurs in probabilistic inference or in other words use of PGM in answering the questions. PGM is described as a very high dimensional diffusion but its framework is drafted in such a way that it can answer the questions efficiently. The course introduces both approximate and accurate algorithms for the variety of inference tasks, and also talks over the application of each algorithm.

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5 Weeks
Expert
Skills Covered:
Knowledge of Algorithms Knowledge of Monte Carlo Method
Bayesian Statistics Mixture Models

Offered by

Certificate

Certification Course on Bayesian Statistics: Mixture Models

This certification course in Bayesian Statistics: Mixture Models by Coursera is a one stop place to learn the Bayesian Statistics and its Mixture Models along with its applications in the practical world. The course introduces one of the useful classes of statistics. This course is structured in a way to teach the most practical uses of Bayesian Statistics and its tools. It encourages candidates taking this course to practice and learn as the course progresses by not simply watching the videos but also constantly solving the Bayesian Statistics problems.

The course also utilises the industry software R in some places for solving the course problems. R is an easily available free statistical software that is used in m multiple industries of development, design and manufacturing, etc. The course lays out a basic tutorial to learn the software and teach the uses of it in Bayesian Statistics. Candidates are also encouraged to learn further about R for better advantages in their career.

The course is an intermediate level certificate course in Bayesian Statistics: Mixture Models taught by some of the expert faculty of the University of California Santa Cruz. For candidates who wish to take this course, it should be noted that prior knowledge of principles of estimation in maximum likelihood, Calculus based probability, and the Bayesian estimation is required. The course is a great way to take a step further in the statistics learning field and can provide you with the required edge in your career and the industry.

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5 Weeks
Expert
Free
Skills Covered:
Statistical skills
Statistics for Business-I

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Certificate

Statistics for Business -I

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. 

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5 Weeks
Intermediate
Free
Skills Covered:
Statistical skills
Certificate

Inferential Statistics

Inferential Statistics certification is a 5 weeks online course that belongs to the specialization of Statistics with R. This programme is course number 2 of 5 whose main focus is inferential statistics. The course belongs to a beginner level which only has a time requirement of 17 hours spread over the 5 weeks duration. Not only an end certificate is provided but also the study time can be reset at whatever time suits the candidates, 

Inferential Statistics training does help perform hypothesis testing, report the analysis of results by interpreting p-values, so that whatever is reported can be interpreted easily for the public or even the clients. Participants can learn to use the data examples that will help to report the estimates related to quantities that can express the uncertainty of interests. The participants can also learn the installation of R and RStudio software that is for the project in the final week of this course.

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5 Weeks
Beginner
Skills Covered:
Statistical skills R Programming

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