Datacamp is a perfect platform for learning analytics, data science and statistics. It has an intuitive code editor, beginner-friendly content, and a career and skill track to start a journey related to online statistics course and data science, even with no previous knowledge of these subject topics.
Datacamp offers you a Statement of Accomplishment, which you can share manually through your LinkedIn profile. In addition, all the certificates provided by Datacamp are recognized by the experts of almost all industries working on statistics and data science. So, it is good you pursue your online statistics course from Datacamp. However, before that, let us discuss a few important facts regarding statistics below.
What do we mean by statistics?
The science or practice of collecting and analyzing numerical data or information in large quantities, mainly for inferring proportions in a whole from those in a certain representative sample is known as statistics. Statistics is a specific discipline that includes the organization, collection, interpretation, analysis and also presentation of data.
In order to apply statistics to an industrial, scientific, or social issue, it is right to start with a statistical model or a statistical population to be studied. There are usually three types of statistics: Mean, Median, and Mode.
We must study statistics to conduct effective research, evaluate journal articles, develop analytical skills and critical thinking, communicate with clients, and many more.
What is an online statistics course?
Multiple reliable websites provide various important courses to produce many statistically educated students. These courses are taught through the Internet, and hence, these are known as online statistics courses.
In a good course structure, several topics are discussed, such as describing and displaying data, probability, regression, confidence intervals, statistical inference, and hypothesis tests, and real-world applications.
So, let us discuss some important things about the online statistics course by Datacamp below.
Essential things about the online statistics course provided by Datacamp
By trusting Datacamp, you can learn the fundamentals of the subject statistics, including probability distributions, measures of center and spread, and testing hypotheses without involving any code.
Statistics are all around us, from the marketing of a product to sales and even healthcare. The ability to collect, analyze, and make decisions from data is not only precious, but it is also becoming common to expect responsibilities that could be more generally analytical to understand the basic statistical concepts.
Hence, the online statistic course provided by Datacamp will equip you with the essential skills to gain enough confidence in working with analyzing data to draw insights. Datacamp’s statistics course online, will introduce you to various standard procedures for describing and summarizing data. In addition, discover how experiments are performed to understand patterns and relationships and learn how to apply probability to commercial scenarios.
Components of Online Statistics Course Provided by Datacamp
The practical and excellent online statistics course provided by Datacamp includes several introductory chapters, such as:
This chapter of the online statistics course offers you the tools you require to describe your data. In this chapter, you will be able to explore summary statistics, including median, mean, and standard deviation, and can learn how to interpret them accurately. You can also strengthen your critical thinking skills, enabling you to choose the best summary statistics for your data.
More Distributions and the Central Limit Theorem
You can explore more probability distributions in this chapter of the online statistics course. Here you will learn about the binomial distribution that will help you visualize the probability of binary results and one of the most vital statistical distributions, known as the normal distribution.
Moreover, you will see how distributions can be expressed by their shape, finding the Poisson Distribution and its responsibility in calculating the probabilities of incidents occurring over time. In this chapter of the online statistics course, you will even get a clear understanding of the central limit theorem.
Probability and Distributions
This is a very crucial chapter of an online statistics course. Probability can underpin a large portion of statistics, which is required to calculate the chance of events happening. You will need to work with real-world sales data and also can learn how data with different values may be interpreted as a probability distribution.
Moreover, here you will be able to find out about continuous and discrete probability distributions, including the discovery of the normal distribution and also how it often takes place in natural events.
Correlation and Hypothesis testing
This is the final chapter of an online statistics course. Here you will be introduced to the subject of hypothesis testing and how it can be utilized to draw accurate conclusions about a population. Also, you will be able to discover correlation as well as how you can use it to quantify a linear relationship between two vital variables.
Moreover, you will be able to find out about required experimental design methods, such as blinding and randomization. You will even learn about several important concepts that are utilized to minimize the risk of drawing incorrect conclusions about the outcomes of hypothesis tests.
Therefore, in this article, we have discussed several important factors about an online statistics course provided by Datacamp and what chapters you can learn while pursuing this exciting course. However, if you need some additional information regarding the online statistics course offered by Datacamp, you can rely on Neon Police with ease.