What You Get to Learn in a Data Science Bootcamp

Data science is a rapidly emerging field. Though, there is a substantial gap between the available jobs and the professionals available to fill those jobs.

Joining a data science bootcamp is a great way to build your career in the field of data science. These bootcamps usually are of the duration from six weeks to six months. These are intensive programs, which are carefully designed to prepare you for a career as a data scientist.

What will You Learn to do in a Data Science Bootcamp

Describe the problem

It is impossible to solve a problem until you don’t know what it is. This is quite true in data science as if you don’t have any clear idea about what your question is, you are more possibly to choose inappropriate data to solve it. Put more precisely, the basis of a data science process is recognizing accurately, the question you want to answer.

Data collection and processing

You require the data which is suitable to solve your query. Mostly, when you find the data, you see that it is messy, corrupt or inappropriate. Therefore, you need to do a good amount of preprocessing.

Data exploration

Now, you will need to analyze the data to start identifying patterns in it. This step contains various visualizations, like scatterplots, line graphs, and histograms. These visualizations and examinations will assist you to see how the data might solve your query and will also guide you toward feature selection.

Perform analysis

Once you have successfully recognized the patterns, you will be able to utilize that to inform thorough, machine learning analysis. There will always come times when you will need to operate multiple algorithms on your data to draw the answer your question seeks. Therefore, you will not only require identifying how long a specific algorithm returns an answer, but also what other algorithms may inform your answer.

Communicate your results

Data science regularly enhances business decisions; therefore you should be able to communicate your analysis to others. Often assisted by visualizations, the data scientist must have good communication skills to convey the answer to the question in a way that non-data scientists can understand.

In addition to the skills discussed above, you will get to learn essential data science tools such as SQL, APIs, R, Spark and much more in a data science bootcamp. All this will help you in building an amazing career in the field of data science.