ONLINE DATA ANALYTICS AND VISUALIZATION BOOT CAMP
ONLINEDATA ANALYTICSAND VISUALIZATIONBOOT CAMPCURRICULUM OVERVIEWCompanies today have access to more data than ever before. The problem? Finding employeeswho can turn that data into actionable insights that improve processes and drive companygrowth. UCF Data Analytics and Visualization Boot Camp is the solution.This intensive 24-week online program is fast-paced and focused on the technical skills neededto solve real-world data problems. Throughout the course, you will gain proficiency in numerousin-demand technologies, including Excel, Python, JavaScript, SQL Databases, Tableau, MachineLearning, and more.This program is designed to give you the flexibility you need to balance your work-life scheduleby providing you with the structure and support you need to be successful in achieving yourcareer goals.UCF Data Analytics and Visualization Boot Camp - Powered by Trilogy Education Services, LLC
IS THIS PROGRAM RIGHT FOR YOU?Are you a creative, curious, and ambitious professional looking to join the data revolution? If so--or ifany of the following describes your situation--enrolling in our program could be a smart career move:You are currently a professional working with data but are looking to advance your career bybuilding technical skills.You are a manager or professional in a business where data can be used to boost yourcompany’s bottom line.You have interests in visualizing social, consumer, or popular trends.You are looking to enter a new field in Financial Services, IT & Services, Healthcare,Government, Research, or Media and are looking for a way to jump in.You are a full-time student, hungry to learn more and expand your skill set.You need the flexibility of at-home study.You have a bachelor’s degree or at least two years of experience in business, management,finance, statistics, or a related field.UCF Data Analytics and Visualization Boot Camp - Powered by Trilogy Education Services, LLC1
ABOUT THE ONLINE DATA ANALYTICS ANDVISUALIZATION BOOT CAMPUCF Data Analytics and visualization Boot Camp is a part-time program taking place over thecourse of 24 weeks. You will learn the same skills and technologies as those covered in theclassroom program, but with extra emphasis on project-based instruction, with the goal ofcreating a compelling portfolio of relevant project work by the end of the program.The total program commitment time is 25-30 hours per week, and you are expected to spend 1020 hours per week outside of the online sessions on homework, group projects, and self-study.You are supported in this journey by your dedicated cohort of staff, which includes Instructors,Teaching Assistants, Tutors, Student Success Teams, and Career Coaches. You’ll also benefit frompeer-to-peer assistance throughout the program.UCF Data Analytics and Visualization Boot Camp - Powered by Trilogy Education Services, LLC2
ADVANCE YOUR SKILLSThroughout the program, you will gain experience with a host of tools required for roles indata analytics and visualization including:Intermediate ExcelFront-End Web Visualization Pivot Tables HTML VBA Scripting CSS Bootstrap Dashboarding JavaScript Geomapping with JavaScript librariesFundamental Statistics Modelling ForecastingBusiness Intelligence SoftwarePython Programming Python 3 NumPy Pandas Matplotlib API Interactions Web Scraping TableauAdvanced Topics R Big Data Analytics with Hadoop Amazon Web Services Machine LearningDatabases Postgres/pgAdmin MongoDB Extract-Transform-Load (ETL)* Note: These topics are subject to change based on local market demand and the input of hiring partners.UCF Data Analytics and Visualization Boot Camp - Powered by Trilogy Education Services, LLC3
BUILDING ONTHE BASICSFor those entering the field of data analytics,knowing where to start can be a dauntingtask. That’s why our curriculum is designedto provide you with a deep foundation onthe core technical skills needed to succeedin the field. Throughout the program, expectto learn brand new skills and be challengedin completing difficult real-world problemsto demonstrate your new abilities. By theprogram’s end, you will have a strongprofessional portfolio showcasing your work.UCF Data Analytics and Visualization Boot Camp - Powered by Trilogy Education Services, LLC4
REAL PROJECTS, REAL JOBSThose who complete the online data analytics boot camp are then qualified for manydifferent roles, including:Data AnalystDatabase Administrator (Entry Level)Data EngineerBig Data Engineer (Entry Level)Data Scientist (Entry Level)Business Intelligence AnalystData JournalistResearch AnalystBusiness AnalystSoftware Engineer (Entry Level)SQL DeveloperComputational ScientistData ArchitectUCF Data Analytics and Visualization Boot Camp - Powered by Trilogy Education Services, LLC5
WHAT YOU WILL LEARNThe online data analytics boot camp is designed to teach you to:Employ statistical analysis to model,predict, and forecast trendsWrite SQL commands to perform Create,Read, Update, and Delete operationsExpertly build VBA scripts in Excel toautomate tedious manual processesUse advanced SQL and Mongotechniques to combine multipledatasets into one to create an evenmore comprehensive databaseUtilize real-world data sources to showcasesocial, financial, and political phenomenaCreate Python-based scripts to automatethe cleanup, re-structuring, and renderingof large, heterogeneous datasetsInteract with RESTful APIs using PythonRequests and JSON parsing techniquesCreate in-depth graphs, charts, and tablesutilizing a wide-variety of data-drivenprogramming languages and librariesUse geographic data to create visuallyexciting, interactive, and informative mapsBuild custom interactive data visualizationsusing JavaScript librariesCreate basic interactive websites andapplications to show your work to theentire worldCreate web applications and visualizedatasets through a variety of chartsScrape information from web pages inorder to collect data from a wide variety ofonline sourcesCommunicate and glean new businessinsights using enterprise-grade toolslike TableauWork in a collaborate group on a complexdata-mining projectUnderstand the basics of troubleshootingand enhancing legacy codeUCF Data Analytics and Visualization Boot Camp - Powered by Trilogy Education Services, LLC6
ONLINE COURSE STRUCTUREOver the course of 24 weeks, you will progress through a unique, blended experience of weekly,flexible content and live online classes led by instructors in the field. Online modules allow youto work at your own pace on real-world data problems and learn from wherever you are. You willcome together with peers and a dedicated instructional team in a highly-interactive live videoenvironment to build upon these skills. These live online classes are designed to give you thesupport of industry professionals while working through interesting challenges and receivingreal-time feedback.Projects cover real-world data examples, ranging from visualizing bike sharing data in New YorkCity to mapping worldwide earthquakes in real-time.UCF Data Analytics and Visualization Boot Camp - Powered by Trilogy Education Services, LLC7
SAMPLE PROJECTSEarthquake HistoryData isn’t just about finance and numbers. It can also be used for good as well. In this activity, you will create aninteractive visualization of historic earthquakes over time using Leaflet.js, a popular JavaScript geo-mapping library.Your final application will provide a near-live feed of global earthquakes and their relative magnitudes.Skills Needed HTMLCSSJavaScriptObjectives Leaflet.jsAPIsJSON Harness the power of APIs and JSON to gather earthquakedata from USGS datasetsUtilize Leaflet.js library to create visually compelling,animated mapsEmbed the created map onto a live web page using HTML and CSSWeb Scraping ApplicationSometimes, data is just out of reach. Whether it’s a social media website that is guarding its information, a governmentagency that has poorly organized records, or a cookbook website filled with secret recipes -- data isn’t always accessibleby external applications. This is where data scraping comes in. Utilizing Python libraries like Beautiful Soup, you will learnto convert data straight from raw HTML into a queryable and storable form, opening up troves of data for your futureapplications.Skills Needed Objectives PythonBeautiful SoupHTML CSSMongoDB Scrape your favorite social media website for otherwiseinaccessible dataParse through the retrieved information and store it into aMongoDB databaseCreate new representations of the data using HTML and CSSPyCitySchoolsData is often used to drive action. In this activity, you will analyze a school district’s standardized test results over timeusing Python and one of its most popular analysis libraries, Pandas. Their final application will showcase trends in schoolperformance throughout the district.Skills Needed PythonPandasObjectives JupyterNotebookGit/GitHub Clean and organize your data programmatically using Pythonand PandasAnalyze your new data set through aggregation techniques andfind patterns and trends worth showcasingDisplay your data live using a trending data analysis tool,Jupyter NotebooksUCF Data Analytics and Visualization Boot Camp - Powered by Trilogy Education Services, LLC8
COURSE CURRICULUM BY MODULEModuleDescriptionModule 1:Excel Crash CourseModule 2:Python Data AnalyticsModule 3:DatabasesModule 4:Web VisualizationModule 5:Advanced TopicsModule 6:Final Group ProjectWhat You’ll LearnLearn to do more with Microsoft Excel. In thismodule, we’ll cover advanced topics like statisticalmodeling, forecasting and prediction, pivot tables,and VBA scripting. You’ll even learn to modelhistoric stock trends — and hopefully, learn tobeat the market!»Microsoft Excel»VBA Script»Statistics ModelingGain a strong foothold in one of today’sfundamental programming languages. In thismodule, you’ll gain deep proficiencies with corePython, data analytics tools like NumPy, Pandas,Matplotlib, and specific libraries for interactingwith web data like Requests, and Beautiful ib»Beautiful SoupDive deep into the most prolific databaselanguages: SQL and NoSQL. Work withPostgres/pgAdmin and MongoDB to organizedata into well-structured and easily retrievabledata lding visualizations is of little benefit without away to communicate the message. In this module,you’ll be learning the core technologies of webdevelopment (HTML, CSS, and JavaScript) tocreate new, interactive data visualizations that youcan share with everyone on the web.»HTML»CSS»JavaScript»LeafletIn this module, you’ll be immersed in new andin-demand topics like Tableau, Hadoop, andMachine Learning.»Tableau»Hadoop»Machine LearningBring everything that you have learned inclass together to create an impressive datavisualization application with a small team. Getcreative and come up with something impressiveto show off to employers and managers.»Dreaming upsomething fantasticand understanding thebounds of reasonableand achievableUCF Data Analytics and Visualization Boot Camp - Powered by Trilogy Education Services, LLC9
UCF Data Analytics and Visualization Boot Camp - Powered by Trilogy Education Services, LLC 2 UCF Data Analytics and visualization Boot Camp is a part-time program taking place over the course of 24 weeks. You will learn the same skills and technologies as those covered in the
Types of Data Visualization Scientific Visualization – –Structural Data – Seismic, Medical, . Information Visualization –No inherent structure – News, stock market, top grossing movies, facebook connections Visual Analytics –Use visualization to understand and synthesize large amounts of multimodal data – File Size: 2MBPage Count: 28
2.1 Data Visualization Data visualization in the digital age has skyrocketed, but making sense of data has a long history and has frequently been discussed by scientists and statisticians. 2.1.1 History of Data Visualization In Michael Friendly's paper from 2009 [14], he gives a thorough description of the history of data visualization.
discussing the challenges of big data visualization, and analyzing technology progress in big data visualization. In this study, authors first searched for papers that are related to data visualization and were published in recent years through the university library system. At this stage, authors mainly summarized traditional data visualization
The data source and visualization system have different data models. A database visualization tool must make a connection between the data source data model and the visualization data model. Some methods has been proposed and studied. For example, Lee [17] described a database management-database visualization integration, which
to summarize documents and then uses several visualization techniques to explain the summarization results. Time-based data visualization for visual analytics often takes the name "river" for the stream visualization technique. EvoRiver[17], a time-based visualization, allows users to ex-plore coopetition-related interactions and to detect dynami-
About Oracle Data Visualization Desktop 1-1 Get Started with Samples 1-2 2 Explore, Visualize, and Analyze Data Typical Workflow to Visualize Data 2-1 Create a Project and Add Data Sets 2-2 Build a Visualization by Adding Data from Data Panel 2-3 Different Methods to Add Data 2-3 Automatically Create Best Visualization 2-3 Add Data to the .
ACL Analytics Monitoring Process Automation Visualization & Reporting Machine Learning Data Analytics . Import . Even more connectors . Vendor, Procurement, and Accounts Payable analytics Vendor Exclusion Lists Journal Entry analytics Travel and Entertainment analytics
Required Texts: Harris, Ann Sutherland. Seventeenth Century Art and Architecture, 1st or 2nd edition will work, only 2nd edition available in book store Harr, Jonathan. The Lost Painting: The Quest for a Caravaggio Masterpiece. Optional Text: Scotti, R.A. Basilica: The Splendor and the Scandal: The Building of St. Peters’s; Barnett, Sylvan.
