What Classes Should Aspiring Data Scientists Take?

Data science is a fast-growing industry with multiple opportunities for new students and seasoned professionals alike. Data science classes and certificate programs are an excellent way to break into the industry or deepen your knowledge. While data science classes and bootcamps are beneficial to students looking for a quick introduction to the industry, certificate programs offer a more immersive and hands-on learning experience. Noble Desktop’s data science classes have you covered, whichever path you choose! 

Benefits of Taking Data Science Classes V. Certificate Programs

Before deciding what type of data science class you should take, it is important to understand the benefits of taking a Noble Desktop data science class versus a certificate program. Most data science classes focus on a specific topic/subject and are geared towards data scientists looking to further develop their skills in a particular area. These classes may be described as bootcamps, workshops, or courses, and are usually shorter in duration than certificate programs. Data science classes tend to require less of a commitment of time and money than a certificate program. 

In contrast, data science certificate programs offer a more integrated curriculum that focuses on multiple skills, programming languages, and tools. Certificate programs are also longer in duration and are available in both full-time and part-time formats. These programs include more professional development training through instruction that covers resume building, networking, and finding a mentor/employment opportunities, as well as creating a data science portfolio and online presence. 

Ultimately, classes are a better choice for students who want to explore a specific tool or topic, while certificates are more useful for making a career change or learning how to do a specific job for a new career.

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Data Science Classes for Beginner Data Scientists

The following Noble Desktop classes offer an introduction to programming languages for beginner data scientists. And while each of these classes is geared towards beginners, they are also useful for data science professionals looking to further their knowledge of a specific skill set or method of data collection and analysis. 

Python for Data Science Bootcamp

The Python for Data Science bootcamp is a live online course for beginner data scientists and students who want to use Python for statistical analysis, data visualization, and creating machine learning models. This course focuses on the fundamentals of Python and is great for students looking to learn more about how to use this popular programming language in their work. The main focus of this bootcamp is Python, so it is essential for data scientists pursuing a career in artificial intelligence, data analytics, and/or financial technology. Students who want to learn more about automation and machine learning algorithms can also use this course as preparation for the Python Machine Learning Bootcamp. This bootcamp can be retaken for up to a year after completion, and students who complete the course receive their own digital certificate!

  • Duration: 30 Hours 
  • Cost of Tuition: $1,495

SQL Bootcamp

The SQL Bootcamp is another live online course that offers hands-on training in the SQL programming language. This bootcamp teaches students how to use open-source relational databases such as PostgreSQL, in their work. Centered around topics such as querying, aggregating, and filtering a dataset, this class is geared towards data science students and professionals with interests in database design and management as well as data collection and cleaning. The SQL Bootcamp is essential for data scientists pursuing employment opportunities in information technology, database administration, and data architecture.

  • Duration: 18 Hours
  • Cost of Tuition: $975

Data Science Certificates for Beginner Data Scientists

Noble Desktop’s data science certificates offer a curriculum that combines multiple data science classes and bootcamps. Data science certificates are useful for aspiring data scientists that have an interest in learning multiple skills or tools and are able to devote plenty of time to their coursework. By introducing students to different programming languages and data science tools, these certificate programs are also the first step toward landing an entry-level position as a Data Scientist or Analyst.

The Data Science Certificate

The Data Science Certificate integrates training in Python and SQL programming with a curriculum that focuses on machine learning models and is geared toward students and professionals interested in careers as Data Scientists, Analysts, or Python Developers. Similar to other certificate programs offered by Noble Desktop, the Data Science certificate is offered in full-time or part-time live online formats. In addition, this program includes professional development skills such as building a data science portfolio and creating projects using real-world datasets. 

  • Duration: 3 Weeks (Full-Time) or 3 Months (Part-Time)
  • Cost of Tuition: $3,495

The Data Analytics Certificate

The Data Analytics Certificate is another option for data scientists interested in training using more traditional tools with a focus on predictive and prescriptive analytics. This course is useful for aspiring data scientists and data analysts, as well as students and professionals interested in learning more about business intelligence, statistical analysis, and data forecasting. In comparison to the Data Science Certificate, the Data Analytics Certificate requires some prior knowledge of using Microsoft Excel and is well-suited to students with some background in business, finance, or Microsoft Office.

  • Duration: 5 Weeks (Full-Time) or 5 Months (Part-Time)
  • Cost of Tuition:$4,995 

Additional Data Science Classes and Certificate Programs

Want to learn more about Data Science? Noble Desktop offers a variety of Data Science Classes for students and professionals alike. For aspiring data scientists interested in the latest tools and industry trends, the Python for Data Science and Machine Learning Bootcamp is a great option for preparing to find an entry-level position as a Python Developer, Data Engineer, or Scientist. The Python for Automation course focuses on teaching data scientists how to streamline the process of collecting, cleaning, and analyzing data, as well as methods of scraping data from websites, and is an excellent add-on to any of Noble Desktop’s data science classes.