Online Data Analytics Boot Camp - Media.trilogyed

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Online Data AnalyticsBoot CampCURRICULUM OVERVIEWCompanies today have access to more data than ever before. The problem? Finding employees whocan turn that data into actionable insights that improve processes and drive company growth. The GWOnline Data Analytics Boot Camp is the solution.This intensive 24-week online program is fast-paced and focused on the technical skills needed tosolve real-world data problems. Throughout the course, you will gain proficiency in numerous in-demand technologies, including Excel, Python, JavaScript, SQL Databases, Tableau, Machine Learning,and more.This program is designed to give you the flexibility you need to balance your work-life schedule byproviding you with the structure and support you need to be successful in achieving your career goals.GWOnlineData AnalyticsBootCamp - PoweredTrilogy Education Services LLC.The GW Online Data AnalyticsTheBootCamp- Poweredby TrilogyEducationServices byLLC.1

Is This Program Right For You?Are you a creative, curious, and ambitious professional looking to join the data revolution? Ifso--or if any of the following describes your situation--enrolling in our program could be a smartcareer 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.The GW Online Data Analytics Boot Camp - Powered by Trilogy Education Services LLC.1

About the OnlineData Analytics Boot CampThe GW Online Data Analytics Boot Camp is a part-time program taking place over the course of 24weeks. You will learn the same skills and technologies as those covered in the classroom program, butwith extra emphasis on project-based instruction, with the goal of creating a compelling portfolio ofrelevant 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 10-20 hours per week outside of the online sessions on homework, group projects, and self-study. Youare supported in this journey by your dedicated cohort of staff, which includes Instructors, TeachingAssistants, Tutors, Student Success Teams, and Career Coaches. You’ll also benefit from peer-to-peerassistance throughout the program.The GW Online Data Analytics Boot Camp - Powered by Trilogy Education Services LLC.2

Advance your SkillsThroughout the program, you will gain experience with a host of tools required for roles in DataAnalytics & Visualization including:Intermediate ExcelFront-End Web Visualization Pivot Tables HTML VBA Scripting CSS Bootstrap Dashboarding JavaScript Geomapping with JavaScript librariesFundamental Statistics Modeling ForecastingPython ProgrammingBusiness Intelligence Software Tableau Python 3 NumPy PandasAdvanced Topics Matplotlib R API Interactions Big Data Analytics with Hadoop Web Scraping 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.The GW Online Data Analytics Boot Camp - Powered by Trilogy Education Services LLC.3

Building On The BasicsFor those entering the field of data analytics, knowing where to start can be a daunting task. That’s whyour curriculum is designed to provide you with a deep foundation on the core technical skills neededto succeed in the field. Throughout the program, expect to learn brand new skills and be challenged incompleting difficult real-world problems to demonstrate your new abilities. By the program’s end, youwill have a strong professional portfolio showcasing your work.The GW Online Data Analytics Boot Camp - Powered by Trilogy Education Services LLC.4

Real Projects, Real JobsThose who complete the online data analytics boot camp are then qualified for many differentroles, 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 ArchitectThe GW Online Data Analytics Boot Camp - Powered by Trilogy Education Services LLC.5

What You Will LearnThe Online Data Analytics Boot Camp is designed to teach you to:Employ statistical analysis to model, predict, andWrite SQL commands to perform Create, Read,Expertly build VBA scripts in Excel to automateUse advanced SQL and Mongo techniques toforecast trendstedious manual processesUtilize real-world data sources to showcase social,financial, and political phenomenaCreate Python-based scripts to automate theUpdate, and Delete operationscombine multiple datasets into one to create aneven more comprehensive databaseCreate basic interactive websites and applicationsto show your work to the entire worldcleanup, re-structuring, and rendering of large,Create web applications and visualize datasetsheterogeneous datasetsthrough a variety of chartsInteract with RESTful APIs using Python RequestsScrape information from web pages in order toCreate in-depth graphs, charts, and tables utilizingCommunicate and glean new business insightsand JSON parsing techniquesa wide-variety of data-driven programminglanguages and librariesUse geographic data to create visually exciting,interactive, and informative mapsBuild custom interactive data visualizations usingJavaScript librariescollect data from a wide variety of online sourcesusing enterprise-grade tools like TableauWork in a collaborate group on a complex datamining projectUnderstand the basics of troubleshooting andenhancing legacy codeThe GW Online Data Analytics Boot Camp - Powered by Trilogy Education Services LLC.6

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 you towork at your own pace on real-world data problems and learn from wherever you are. You will cometogether with peers and a dedicated instructional team in a highly-interactive live video environmentto build upon these skills. These live online classes are designed to give you the support of industryprofessionals while working through interesting challenges and receiving real-time feedback.Projects cover real-world data examples, ranging from visualizing bike sharing data in New York City tomapping worldwide earthquakes in real-time.The GW Online Data Analytics Boot Camp - Powered by Trilogy Education Services LLC.7

Sample ProjectsEarthquake HistoryData isn’t just about finance and numbers. It can also beused for good as well. In this activity, you will create aninteractive visualization of historic earthquakes over timeusing Leaflet.js, a popular JavaScript geo-mapping library.Skills Needed HTML Leaflet.js CSS APIs JavaScript JSONYour final application will provide a near-live feed ofglobal earthquakes and their relative magnitudes.Objectives Harness the power of APIs and JSON to gatherearthquake data from USGS datasets Utilize Leaflet.js library to create visually compelling,animated maps Embed the created map onto a live web page usingHTML and CSSWeb Scraping ApplicationSometimes, data is just out of reach. Whether it’s asocial media website that is guarding its information, agovernment agency that has poorly organized records, ora cookbook website filled with secret recipes -- data isn’tSkills Needed Python CSS Beautiful Soup MongoDB HTMLalways accessible by external applications. This is wheredata scraping comes in. Utilizing Python libraries likeBeautiful Soup, you will learn to convert data straight fromraw HTML into a queryable and storable form, opening uptroves of data for your future applications.Objectives Scrape your favorite social media website forotherwise inaccessible data Parse through the retrieved information and store itinto a MongoDB database Create new representations of the data using HTMLand CSSThe GW Online Data Analytics Boot Camp - Powered by Trilogy Education Services LLC.8

Sample Projects continued.PyCitySchoolsData is often used to drive action. In this activity, you willanalyze a school district’s standardized test results overtime using Python and one of its most popular analysisSkills Needed Python Jupyter Notebook Pandas Git/GitHublibraries, Pandas. Their final application will showcasetrends in school performance throughout the district.Objectives Clean and organize your data programmaticallyusing Python and Pandas Analyze your new data set through aggregationtechniques and find patterns and trends worthshowcasing Display your data live using a trending data analysistool, Jupyter NotebooksThe GW Online Data Analytics Boot Camp - Powered by Trilogy Education Services LLC.9

Course Curriculum By ModuleModuleDescriptionWhat You’ll LearnModule 1:Excel Crash CourseLearn to do more with Microsoft Excel. In this module, we’llcover advanced topics like statistical modeling, forecastingand prediction, pivot tables, and VBA scripting. You’ll evenlearn to model historic stock trends — and hopefully, learnto beat the market!»Microsoft Excel»VBA Script»Statistics ModelingModule 2:Python Data AnalyticsGain a strong foothold in one of today’s fundamentalprogramming languages. In this module, you’ll gaindeep proficiencies with core Python, data analytics toolslike NumPy, Pandas, Matplotlib, and specific libraries forinteracting with web data like Requests, and �Matplotlib»Beautiful g visualizations is of little benefit without a wayto communicate the message. In this module, you’ll belearning the core technologies of web development(HTML, CSS, and JavaScript) to create new, interactive datavisualizations that you can share with everyone on the web.»HTML»CSS»JavaScript»LeafletModule 5:Advanced TopicsIn this module, you’ll be immersed in new and in-demandtopics like Tableau, Hadoop, and Machine Learning.»Tableau»Hadoop»Machine LearningModule 6:Final Group ProjectBring everything that you have learned in class togetherto create an impressive data-visualization application witha small team. Get creative and come up with somethingimpressive to show off to employers and managers.»Dreaming up somethingfantastic and understandingthe bounds of reasonableand achievableModule 3:DatabasesModule 4:Web VisualizationDive deep into the most prolific database languages: SQLand NoSQL. Work with Postgres/pgAdmin and MongoDBto organize data into well-structured and easily retrievabledata formats.The GW Online Data Analytics Boot Camp - Powered by Trilogy Education Services LLC.10

The GW Online Data Analytics Boot Camp - Powered by Trilogy Education Services LLC. 2 About the Online Data Analytics Boot Camp The GW Online Data Analytics 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 classroom program, but

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