Statistics Course Introduction
Statistics has a wide range of applications and is very useful for data scientists, researchers, and statisticians. So, if you belong to that category or are looking to learn statistics, we list the best online statistics courses and the best free online statistics course available. So, let’s look at the top statistics courses you can consider to learn statistics.
1. Basic Statistics by Coursera
This course is offered by the university of Amsterdam and is taught by Dr. Matthijs Roodujin and Emiel van Loon. This course is the best online course on statistics, and here you will be taught the basics of statistics. This course will also help you to prepare for advanced statistical concepts. Over 258,530 learners are enrolled in this course.
Topics Covered in this Course:
- Statistics
- Intervals
- Hypothesis testing
Why this course?
You will learn the following things with this course:
- You will learn about variables and cases.
- You will learn about probability and related concepts like calculating probabilities, sampling distributions, and probability distributions.
- You will learn about inferential statistics and how to analyze your data.
Who is this course for?
It is a beginner-level course for statistics.
Duration
You can complete this course in 27 hours.
Click here to browse the course.
2. Statistics for Business Analytics and Data Science A-Z™ by Udemy
This course was created by Ligency Team and Kirill Eremenko. Here, you will be taught the fundamentals of statistics and related concepts like intervals, distribution, and more. Over 56,856 students are enrolled in this course. This course was last updated in November.
Topics Covered in this Course
- Distribution
- Deviations
- Hypothesis testing
Why this course?
You will learn the following things with this course:
- You will learn the difference between discrete and continuous variables.
- You will learn to apply t-tables and t-scores.
- You will learn about concepts like hypothesis testing, Z-tables and Z-scores, sampling distributions and more.
Who is this course for?
It is for people who want to learn statistics from scratch for business analytics. This is also for people who wish to gain more practical experience in the field of statistics.
Course Rating
This course has a rating of 4.5 from 10,130 learners.
Duration
This course has 6 sections, 42 lectures, and a duration of 6 hours and 4 minutes.
3. Statistics for Data Science with Python by Coursera
This course is offered by IBM and is taught by Murtaza Haider. This is the best online statistics course for data science, and here you will be taught the concepts and methods of statistics and how you can use them for analyzing data. Over 17,985 learners are enrolled in this course.
Topics Covered in this Course:
- Data gathering
- Python
- Hypothesis testing
Why this course?
You will learn the following things with this course:
- You will learn about visualizing data and descriptive statistics.
- You will learn to analyze the relationships between the variables.
- You will learn concepts like correlation analysis, regression, and probability distributions.
Who is this course for?
It is for people who are business analysts, data scientists, statisticians, and data analysts. But some knowledge of Python is required.
Duration
You can complete this course in 14 hours.
4. Complete Statistics For Data Science In 6 hours by Krish Naik on Youtube (Channel: Krish Naik)
You can find this course on the Krish Naik channel on youtube. This course will cover all the essentials of statistics, its types, and related concepts like chi square testing, type 1 and 2 error, mean, median, median, and mode.
Topics Covered in this Course: Statistical concepts
Why this course?
You will learn the following things with this course:
- You will learn about normal, gaussian distribution and other types of distribution.
- You will learn about Hypothesis testing, significance values, and confidence interval.
- You will learn other concepts like spearman rank correlation, covariance, and Pearson correlation.
Who is this course for?
It is for people who wish to learn statistics to learn data science more effectively.
Duration
This course has a duration of 5 hours and 28 minutes.
5. Become a Probability & Statistics Master by Udemy
This course was created by Krista King. This course will teach you all about probability and statistics using various tests and quizzes. Over 71,583 students are enrolled in this course. This course was last updated in August. This is the best online course for probability and statistics.
Topics Covered in this Course
- Disruption
- Regression
- Hypothesis testing
- Sampling and other statistical concepts
Why this course?
You will learn the following things with this course:
- You will learn to visualize your data using Venn diagrams, bat graphs, dot plots and histograms.
- You will learn about confidence intervals, sampling distribution, mean, and proportion.
- You will learn data analysis using concepts like box-and-whisker-plots, IQR, plus range, and mean and median.
Who is this course for?
It is for people who wish to understand statistics. It is also for statistics and probability students who wish to enhance their knowledge.
Course Rating
This course has a rating of 4.7 from 9.692 learners.
Duration
This course has 10 sections, 141 lectures, and a duration of 14 hours and 20 minutes.
6. Python for Statistical Analysis by Udemy
This course was created by Ligency team and Samuel Hilton. You will learn about applied statistics with Python. Over 71,583 students are enrolled in this course, which was last updated in July.
Topics Covered in this Course: Statistical concepts with Python
Why this course?
You will learn the following things with this course:
- You will learn to solve complex statistical problems using Python.
- You will learn to implement tests in Python and will also learn about hypothesis testing.
- You will learn to visualize and interpret outcomes.
Who is this course for?
It is for people who wish to learn applied statistics. It is also for data scientists who wish to learn statistical basics before learning machine learning.
Course Rating
This course has a rating of 4.4 from 52,975 learners.
Duration
This course has 6 sections, 56 lectures, and a duration of 8 hours and 38 minutes.
7. Fundamentals of Statistics by edx
This course is offered and taught by MIT and is available on the edx platform. This is the best advanced statistics course online, and here you will be taught the core principles of statistics. These concepts include principles like predictions, estimation, hypothesis testing, and more.
Topics Covered in this Course: Statistical concepts
Why this course?
You will learn the following things with this course:
- You will make estimators using methods like maximum and moments likelihood.
- You will learn to use linear, non-linear and other linear models to make predictions.
- You will learn not only learn about statistics but also the mathematical principles involved in it.
Who is this course for?
This is a free course, and people who wish to learn statistics from top instructors from MIT will find this course helpful.
Duration
You can complete this course in 17 weeks if you study 10-14 hours per week.
Summary
So, these were the best online course on statistics, and if you are interested in learning statistics, you can enrol in any of the courses mentioned above. Statistics is a growing field, and taking these courses can certainly help you boost your chances of landing a great job. So select the course that you feel is the best, and we wish you good luck.
Q. What course is statistics?
Statistics is the stream of science concerned with collecting and analyzing the data available in large quantities. In simpler terms, it means a mathematical discipline for gathering and analyzing data.
Q. Where to learn statistics?
You can learn statistics by taking an online course or classes. In addition, many top universities offer courses on statistics, and you can also enroll in those courses.
Q. How to learn basic statistics?
If you wish to learn statistics on your own, you must first learn the fundamental principles of mathematics. Then you can start to learn its advanced concepts.
Q. How to learn statistics on your own?
If you wish to learn statistics on your own, you must learn its basics. One way is to enroll yourself in an online course. However, there are both free and paid ones, so select the one which suits you best.
Q. Is introduction to statistics hard?
While the introduction to statistics can be difficult, you will get a great understanding of the subject when you analyze the data on your own. Having practical knowledge can definitely help you understand statistics much better.
Q. What is the best way to learn statistics?
You can complete a certification course available on various online platforms. Once you gain an understanding of statistics, you can start applying statistics on a daily basis.
