Data Science is an interdisciplinary field combining programming, mathematics, and business. It is used across many industries, including business, scientific research and development, and healthcare. Typical job titles include analyst, Data Scientist, consultant, and research scientist. It is not to be confused with computer science or the content aspect of machine learning, although many elements of each area occasionally overlap.
Programming in data science includes pattern recognition, signal process, data mining, machine learning, and modeling. Data scientists are expected to take a massive amount of incoming data that companies receive and sort it into something manageable and actionable for stakeholders. Data doesn’t present clear answers without processing, and it takes a Data Scientist to make it understandable by cleaning the data, formulating hypotheses, and creating models that make data useful.
Companies aren’t leveraging all of the data available to them if they don’t utilize the abilities of a Data Scientist. They need experts to structure and analyze their data, combine it with machine learning and artificial intelligence tools, and produce reliable predictions and insights. Better predictions lead to greater efficiencies, lower operating costs, and allow companies to leap ahead of their competition.
Data Science Careers in Tampa
There are three essential hard skills required for a career in data science: math, coding, and business process knowledge. The mathematics portion of the job involves using probability, statistics, linear algebra, and calculus to determine whether a test is statistically significant. Coding languages most frequently applied are Python and SQL. Finally, the business acumen aspect rounds out the primary job function of being a Data Scientist, enabling effective communication to business leaders and translating findings into concise insights.
Data Science is one of the fastest-growing fields in the world, especially in Tampa. The Business Observer reports that Tampa is now within the top twenty U.S. cities where IT workers quickly find jobs.
Major corporations call Tampa home such as Tech Data, Jabil, WellCare Health Plans, SYKES, and Raymond Jones. Opportunities for a career in data science go beyond working for big companies; many smaller businesses realize that they need to understand the data they’re gathering for success.
In-Person Data Science Classes in Tampa
In-person classes are a great choice for those who benefit from learning in a physical classroom among other learners. General Assembly is an excellent option for in-person Data Science classes in Tampa. Taking a face-to-face course when exploring data science provides the support of an instructor along every step and the opportunity to network with other professionals. Noble Desktop has highlighted the top courses offered by each school.
General Assembly has a Data Science course that delves deep into the particular subjects that the field requires. Prepared for students who already have quantitative or programming backgrounds, the class teaches advanced Python for data science, exploratory data analysis, data modeling, and machine learning. Each of the elements needed to synthesize extensive datasets, build predictive models, and report results to stakeholders is covered in this course.
Also offered by General Assembly is a Data Analytics class. Designed for students with various professional backgrounds and experience levels, the course examines the data analytics process: collection, cleaning, analysis, and visualization. The class provides hands-on experience with Excel, SQL, and Tableau to transform raw data into critical decision-making information.
Certstaffix Training has a unique opportunity for students to attend live data science classes in a computer lab with a remote instructor. The courses provide the same material as other in-person classes, and since the sessions are presented live, students have their questions answered in real-time.
Certstaffix Training offers different levels of SQL training, as applicable to the field of data science. The first course presented by Certstaffix Training is a Basic SQL Querying class. Objectives in this class include using SQL to explore database concepts, write simple queries, and use built-in functions and expressions. Additionally, students learn how to join tables and build subqueries. More topics are covered before the conclusion of this course.
The one-day Advanced SQL Query workshop involves composing advanced SQL queries to retrieve information from a database. Students build derived tables and common expressions, group and summarize data, explore advanced clauses, and write advanced queries.
MySQL Workbench Data Modeling and Developments provides clear examples, instructions, and explanations to help students achieve the skill level they are looking for in one comprehensive course. Topics include reverse engineering and interaction with the database without writing SQL statements. MySQL Workbench is a graphical user interface that is used to create and maintain MySQL databases without coding. The course covers the interface and explains how to complete each step by demonstrating best practices visually.
Virtual Data Science Classes in Tampa
Are you someone who desires to learn about data science but would prefer to choose where you’d like to take a class? Noble Desktop offers virtual data science classes that allow students to attend classes from the comfort of their own home or office. Classes are live and interactive and have the benefit of providing answers to students’ questions during class. Attendees can even share their computer screen with the instructor for added assistance if they choose.
Virtual data science offerings from Noble Desktop include featured certificates that allow students to acquire deep roots in their understanding of the field of data science.
The Data Science Certificate is a program that ensures students will master the fundamentals of data science. Attendees learn Python programming specific to data science and use NumPy, Pandas, and Matplotlib for data analysis. Once they’ve earned their certificate, they will have a thorough knowledge of the three main data science libraries, creating predictive models from data, and using machine learning packages such as scikit-learn.
Other places to look for live online data science training include data science courses offered by NYIM Training and NYC Career Centers’ virtual data science courses. These options are highly-ranked sessions, and students will understand what it takes to be prepared to enter the data science field in these classes.
High school students curious about getting into data science can enroll in NextGen’s Data Science Bootcamps for High School Students. Students will return to school with advanced knowledge of data science or begin a career with new skills in Python, machine learning, and automation that they’ve gained.
Data Science Bootcamps in Tampa
Data Science Bootcamps are intensive training programs that equip students with in-demand industry knowledge via project-based learning. Graduates of data science bootcamps are ready to pursue an entry-level job in the field and feel confident that they can perform the tasks that their career requires.
