15 Online Courses on Statistics to Pursue! [2024]
Statistics is one of the most essential technical subjects and carries a lot of multi-dimensional utility. Be it creating complicated computer-based programming algorithms or measuring and analyzing data in-depth, statistics has found widespread acceptance and usage over the last few decades. The science of analyzing, collecting, interpreting, and presenting data is prevalently known as Statistics. It is often used for inferring proportion in a whole from those in a representative sample. These days statistics online courses are high in demand and can be pursued both by working professionals and students looking to build a solid foundation in statistics.
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If you have a strong foundation in mathematics and are looking to create a high-paid career in marketing, web development, or data analytics, among others, opting for the best statistics online courses can turn out to be an important and fruitful decision. Governments and big companies look for skilled, brilliant employees who will help them take the next set of goals ahead, and that is why there is a burgeoning demand for the best statistics courses in India. If you seek to enter the world of statistics, we have curated a list of top certificate courses in statistics to check right now. Here’s a look at some of the best statistics courses that will help you make an amazing career in statistics:
List of the 15 Best Statistics Courses With Certifications
Courses | Duration | Platform |
|---|---|---|
Self Study | Jain University | |
Foundations of Mathematical Statistics at Mahatma Gandhi College, Iritty | Self Study | Swayam |
11 Weeks | Edx | |
12 Weeks | Swayam | |
7 Weeks | EdX | |
Self-Study | Swayam | |
Self Study | Udacity | |
Self Study | Udacity | |
8 Weeks | Edx | |
8 Weeks | Swayam | |
Advanced Linear Models for Data Science 1 Least Squares at Johns Hopkins | 6 Weeks | Coursera |
| Self Study | Coursera | |
| 4 Weeks | Codecademy | |
| 4 Months | Udacity | |
| 8 Weeks | Swayam |
1. Introduction to Statistics
This is one of the best statistics courses to learn for those extra credits in statistics. This course is ideal for students who have a high-school-level background in Biology. The main aim of the course is to offer an understanding for graduate-level students who want to learn various statistical concepts. The different topics covered are distribution with graphs and numbers, two-way tables, correlation, probability, binomial distributions, sampling distributions, sampling and biases, two-population means, population proportion, regression, and two-way population proportions.
Course Duration: Self Study
Platform: Jain University, Bangalore
2. Foundations of Mathematical Statistics
This foundational-level course will help you understand the basics of mathematics and statistics as per industrial standards. Once you complete this one of the best certificate courses in statistics, you will be awarded a certificate. The syllabus of the course is inevitable for applicants who want to strengthen their foundation in statistical concepts. The content of the best course on statistics offers knowledge of statistics and goes on to cover topics for example - diagrams, tabulations, correlation, graphs, central tendency, kurtosis, dispersion, regression, skewness, probability, and others.
Course Duration: Self-Study
Platform: Swayam
3. Statistical Learning at Stanford
If you want a career in data science, or business intelligence and are passionate about numbers and quant analysis, this course is for you. This is one of the best statistics courses to understand the fundamentals of statistics. The course will teach you how to work with different types of data, calculate the measures of central tendency, asymmetry, and variability, and distinguish and work with different types of distributions. This course is also equipped with both traditional and new methods of data analysis and statistics.
Course Duration: 11 Weeks
Platform: Edx
4. Business Statistics at IIT Roorkee
Students who will be learning from this best statistics course will grasp knowledge of topics such as data collection, probability, sample distributions, etc. Candidates can complete the course as per their wish whereas the estimated time for this course to get over 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, this is the best online statistics course for you.
Course Duration: 14 Hours
Platform: Swayam
5. Fat Chance: Probability from the Ground Up
This online best statistics course is designed mainly for those who are new to the study of probability and those who are searching for an approachable review of core concepts before enrolling in their B.A. statistics course. The course prioritizes the development of a mathematical mode of thought over rote memorization of terms and methods. The course will teach you about quantitative reasoning behind probability and the intensifying nature of mathematics by tracing probability and statistics back to a foundation in the principles of counting. In this course, you will also learn how to overcome the fear of numbers, solve combinatorial counting problems, solve intricacies using basic and advanced probability, and understand the normal distribution and its many statistical uses.
Course Duration: 7 Weeks
Platform: edX
6. Applied Statistics and Econometrics at IIT Kanpur
If you want to delve deep into the field of statistics, this is the best online statistics course for you. This course will help students studying maths in their Leaving Cert. and in this area. In this course, you will get to know all about statistics and probability. Statistics and Econometrics are the first two strands prelude in paper 2 of the new project of the maths course. The entire course covers half of the new leaving certificate paper.
Course Duration: Self-Study
Platform: Swayam
7. Intro to Descriptive Statistics
This is one of the best courses for statistics to learn the fundamentals of statistics. The course will let you build your own functions in R and get your data in and out of R. This online statistics course will teach you how to visualise and transform data and will introduce descriptive statistics and its different aspects. Students will be able to calculate mode, median, standard deviation, mean, and the Z-score method to convert distributions in the Intro to Descriptive Statistics training.
Course Duration: Self-Study
Platform: Udacity
8. Intro to Inferential Statistics
This self-paced online statistics course which is a beginner-level programme introduces the students to all the basic concepts of inferential statistics. The Intro to Inferential Statistics syllabus includes seven chapters along with different exercises and interactive quizzes in which the students will be able to finish the whole curriculum in a period of 2 months in the online mode. This is again one of the best courses for statistics to learn.
Course Duration: Self-paced
Platform: Udacity
9. BioStatistics at Doane University, Crete
Participants can gain verified certification after completing the statistics certificate course by paying the certification fee according to the guidelines of the platform. The programme is an introductory level programme that is taught by experienced faculty in the 100 percent online mode only. The curriculum is full of BioStatistics course content and experienced teachers have designed which will have an impact on the academic pursuits of the candidates. Stduents will learn everything they need to professionally work with BioStatistics. This is one of the newest statistics related courses offered.
Course Duration: 8 Weeks
Platform: Edx
Also Read: Free Statistics Courses & Certifications
10. Descriptive Statistics with R Software at IIT Kanpur
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.
Course Duration: 8 Weeks
Platform: Swayam
11. Advanced Linear Models for Data Science 1 Least Squares at Johns Hopkins
The Advanced Linear Models for Data Science 1: Least Squares certificate course helps the candidates develop a strong foundation of linear and regression modelling. Johns Hopkins University offers the programme, and all the instructors are subject-matter experts. It is the third part of the Advanced Statistics Specialisation by Coursera.
Course Duration: 6 Weeks
Platform: Coursera
12. Statistics with SAS
This is an introductory-level course for SAS software users who are keen to perform statistical analyses using SAS/STAT software. The syllabus includes t-tests, ANOVA, and linear regression. The course does not require any previous experience and the course takes about 20 hours to finish off the course. The students may invest 3 weeks at 6 hours a week of their time to complete the course. The candidates will be able to learn at their own pace.
Course Duration: Self-Study
Platform: Coursera
13. Master Statistics with Python
The Master Statistics with Python programme on Codecademy is a skill path curriculum. The course covers vital concepts about one of the most in-demand programming languages, Python. As such, you’ll develop a specialised skill in using Python for running hypothesis tests and summarising data. Besides, hand-picked content is provided in this training to help you fast-track your learning and complete the course in a few months. Codecademy offers a vast Master Statistics with a Python certification syllabus. You will gain comprehensive knowledge of quantitative data stats, probability, visualising categorical data, and other related topics.
Course Duration: 4 Weeks
Platform: Codeacademy
14. Statistics at SJSU
Course Duration: 4 Months
Platform: Udacity
The Statistics course at Udacity 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.
15. Decision Modeling at IIT Kharagpur
The ‘Decision Modeling’ online course is a free online certification program that is offered for professionals and students who want to get optimised decision-making. This online training course is provided by the Swayam education portal where the classes are conducted online with the help of videos, lectures, and other online resources for a period of eight weeks studying the course modules.
Course Duration: 8 Weeks
Platform: Swayam
Popular Providers Offering Statistics Courses & Certifications
Conclusion
There are many best statistics courses in India offered online and offline. These courses will advance your knowledge and skills in statistics and make you more productive in the fields of data science, analytics, and statistics. You will utilize your knowledge gained from these certificate courses in statistics in any business area.
Frequently Asked Questions (FAQs)
Statistics has grown exponentially over the years and is now used not just in computer science. It is also used for data analytics, app development, marketing and sales, and more.
Khan Academy, Udemy, Coursera, Alison are some of the top-rated platforms that offer free and paid certificate courses in statistics, which will introduce you to the elementary, as well as advanced concepts and tools for research data.
Get familiar with fundamental statistics with online statistics courses from authorized platforms. These platforms offer both individual classes, and advanced certificate courses in statistics developed to assist you to study statistics in a useful and engaging online learning ambience encompassed with tutorials, quizzes, videos and many more
Enrolling in the best statistics courses will help develop your skills and enhance your career growth chart. You should learn data analysis, business analytics and other most demanded subjects with online statistics courses from top institutions.
The concept of launching the best statistics courses was to provide the aspirants with more options to acquire knowledge. Moreover, these courses offer students an appropriate guided approach to achieve their ultimate learning aim. According to the organizers, these statistics courses foster more long-term education, heighten course consumption and develop better commitment.
Statistic and probability courses teach different skills in comprehending whether data is meaningful or not, incorporating inference, testing, optimizations, and other diverse methods for researching different patterns in data and utilizing them to understand, predict, and enhance results.
Statistics courses are designed to be used by higher education institutions and students to serve a class or an entire campus.
Online education may seem a new concept, but years of studies suggest it can be just as productive as face-to-face classes. It is found that the student has the benefit of the time in online education.
All unique training discoveries are engaged with some degree of analysis, but uncertainty subsides as processes become more mainstream. Such is the case for online education. Studies symbolize organisations, that are accustomed to online credentials, serve to observe them more conveniently, and more organizations are familiarized with them than ever before.
The purpose of the statistical concept is a statistical characteristic of an observation or a time series.
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Application Date:05 September,2024 - 25 November,2024
Application Date:15 October,2024 - 15 January,2025
Questions related to Statistics
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Graduates may choose to work as lab technicians, microbiologists, biotech analysts, epidemiologists, biomanufacturing specialists, biochemists, etc. in the biotechnology field. Pharmaceutical, agricultural, medical, environmental conservation, animal husbandry, ecology, textile industry, etc. are a few popular industries for BSc Biotechnology graduates. In India, GSK, Reliance Life Sciences, Biocon, Cipla, Cadila Healthcare, Ranbaxy, and other companies are the top employers for BSc Biotechnology candidates.
In India, the beginning income for a biotechnologist is INR 3.1 LPA on average.
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- Mathematics (50 questions): Algebra, Calculus, Trigonometry, Probability & Statistics
- Analytical Ability & Logical Reasoning (40 questions): Data Interpretation, Puzzles, Arrangements, Critical Reasoning
- Computer Awareness (20 questions): Basic computer concepts, Hardware, Software, Networking, Internet
- General English (10 questions): Comprehension, Vocabulary, Grammar
Enrollment: Specific dates haven't been announced yet, but expect registration around March 2025. Keep an eye on the official NIMCET website for updates.
NITs in Himachal & Delhi: Currently, there are no NITs in Himachal Pradesh or Delhi. Here's a list of NITs offering MCA programs: [Link to list of NITs](You can find this on the official NIMCET website).
Placement Statistics: While official data for 2025 placements isn't available, past trends show good placement opportunities at NITs. It's best to check individual NIT websites for recent placement reports.
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Based on the available information, NIT Surathkal seems to be the best option for MCA with good placement statistics . Here's why:
- Average package: The average package for MCA students at NIT Surathkal is Rs16.76 Lakh.
- Course duration and fees: The MCA course at NIT Surathkal is a 3-year full-time program with a total tuition fee of Rs2.10 Lakh.
- Admission process: Admission to the MCA course at NIT Surathkal is through counseling based on the rank obtained in NIMCET.
- Seat breakup: The total number of seats available for the MCA course at NIT Surathkal is 58.
In comparison, Pondicherry University offers an MCA course with a total tuition fee of Rs12,000 and an average package of Rs1.01 Lakh . While NIT Puducherry offers various programs, the specific details for the MCA course are not available .
When choosing the best college for pursuing an MCA after your BCA from GJIMT, several institutions stand out for their excellent education and strong placement records. National Institutes of Technology (NITs) are highly reputable, with NIT Trichy and NIT Warangal being top choices offering robust curricula and impressive placement statistics. Admission to NITs is through the NIMCET entrance exam, so preparing well for this test is essential.
Jawaharlal Nehru University (JNU) in Delhi is another excellent option known for its academic excellence and research opportunities. Similarly, the University of Hyderabad offers a comprehensive MCA program with experienced faculty and good industry connections.
Private institutions like Vellore Institute of Technology (VIT) also provide quality education and have a strong placement cell that collaborates with leading IT companies. Birla Institute of Technology (BIT) Mesra is renowned for its MCA program and consistently records high placement rates.
Consider factors such as faculty quality, campus facilities, location, fee structure, and alumni network while making your decision. It's also advisable to look into the specific entrance exams required for each institution and prepare accordingly. Researching and reaching out to current students or alumni can provide additional insights to help you choose the best fit for your career aspirations.
Given the class intervals and frequencies:
- Class Intervals: 0-10, 10-20, 20-30, 30-40, 40-50, 50-60
- Frequencies: 4, 6, 7, 12, 5, 6
Step 1: Identify the modal class
The modal class is the class with the highest frequency. Here, the highest frequency is 12, which corresponds to the class interval 30-40.
Step 2: Apply the mode formula
{Mode} = L + ( {f_1 - f_0} ÷ {2f_1 - f_0 - f_2}) × h
Where:
- \( L = 30 \) (lower boundary of the modal class)
- \( f_1 = 12 \) (frequency of the modal class)
- \( f_0 = 7 \) (frequency of the class preceding the modal class)
- \( f_2 = 5 \) (frequency of the class succeeding the modal class)
- \( h = 10 \) (class width)
Step 3: Substitute the values into the formula
{Mode} = 30 + \left( \frac{12 - 7}{2(12) - 7 - 5} \right) \times 10
{Mode} = 30 + \left( \frac{5}{24 - 12} \right) \times 10
{Mode} = 30 + \left( \frac{5}{10} \right) \times 10
{Mode} = 30 + \left( 0.5 \times 10 \right)
{Mode} = 30 + 5
Final Answer:
{Mode} = 35
So, the mode of the given data is 35