NANODEGREE PROGRAM SYLLABUS Intermediate Python

NANODEGREE PROGR AM SYLL ABUSIntermediate PythonNeed Help? Speak with an Advisor: www.udacity.com/advisor

OverviewPython is the future of computer programming. It’s the language that powers machine learning and AI, twotechnologies that are on the forefront of digital transformation. Plus, it is an essential backend languagefor web application development. Learners who take this class will be prepared to work in a number ofdifferent high growth fields that are experiencing significant demand for talent.This Nanodegree program teaches intermediate-level skills for programming with the Python language. Thetraining wheels will come off and learners will free analyze data and build the backend of web applicationsthemselves. They’ll acquire techniques like Python objects, object-oriented programming, debuggingand control flow. This course is ideal for developers interested in using Python to build more complexalgorithms with greater capabilities (i.e. image resizing, document templates, word counts, name entityrecognition on a webpage, etc.) in preparation for a variety of different roles spanning fields like datascience, AI and software engineering.Estimated Time:2 months at10hrs/week*Flexible Learning:Self-pacedPrerequisites: Write and run basicprogramming scripts Read basic Pythonsyntax Basic familiaritywith python andobject-orientedprogrammingNeed Help?udacity.com/advisorDiscuss this programwith an enrollmentadvisor.*The length of this program is an estimation of total hours the average student may take to complete all requiredcoursework, including lecture and project time. If you spend about 10 hours per week working through the program,you should finish within the time provided. Actual hours may vary.Need Help? Speak with an Advisor: www.udacity.com/advisorINTERMEDIATE PYTHON

Course 1: Advanced Python TopicsPython is a particularly powerful programming language, and the features it provides permit programmers toproduce practical programs. Learn how to elevate your Python language abilities, mastering a myriad of modernsubject matter. Framed by fundamentals, you’ll first find a foundation in Python’s methods to describe data. You’lldig deeper into functions and functional design, and create strategies for solving problems. You’ll investigatethe ins-and-outs of objects and object-based design, obtaining order from the interconnected ideas capturedwithin class objects and instance objects. Finally, you’ll have an opportunity to fuse Python with external files,culminating in the creation of complete codebases that can crunch numbers or protect the planet from peril.Python can take you out of this world, and this project is nodifferent! You will produce a program that can inspect and queryclose approaches of near-Earth objects — moments in the past (orfuture) at which an asteroid (or comet-like object in space) passesquite close to Earth. You’ll read 200 years of data from CSV and JSONfiles into Python models, and build a database capable of answeringquestions such as “when does Halley’s comet pass by Earth?” and“what are the next ten close approaches of big, hazardous asteroidswhose orbit takes them exceptionally close to Earth.” Finally, you’llsave your results back to CSV or JSON files. By completing thisproject, you’ll demonstrate an ability to represent data in Python,transform that data using principles of function and object-baseddesign, and connect to external data sources.Project 1Near-Earth ObjectsLEARNING OUTCOMES Evaluate intrinsic or prescribed characteristics ofstructured data.LESSON ONERepresenting Data Understand Python’s approach to objects, namesand namespaces. Explore fundamental types, such as booleans, numbersand text. Explore collections, such as lists, tuples, strings,dictionaries and sets. Trace the details of function execution.LESSON TWOFunctions andFunctionalProgramming Create simple function interfaces using advancedarguments types, including keyword arguments andvariadic arguments. Create functional programs, using map/filter, lambdas,iterators and generators. Create decorators, high-level tools to transformfunctional behavior.Need Help? Speak with an Advisor: www.udacity.com/advisorINTERMEDIATE PYTHON

LEARNING OUTCOMES Trace the details of instantiation and attribute resolution onclass objects and instance objects.LESSON THREEObject-OrientedProgramming Create classes with custom methods, including initializers anddecorated properties. Analyze object-based design patterns, includingpolymorphism (through magic methods) and inheritance. Handle and produce errors (builtin or custom) to process orsignal failure. Understand the principles of files and file systems, in orderto open files for reading or writing.LESSON FOURFile I/O Create programs that can read data from or write data toa plain text file. Create programs that can read or write JSON data. Create programs that can read or write CSV data.LESSON FIVEProject:Near-Earth Objects Build a database to inspect and query properties of closeapproaches of near-Earth objects by reading data into Python,transforming the data with functional and object-based designprinciples, and saving the results back to a file.Need Help? Speak with an Advisor: www.udacity.com/advisorINTERMEDIATE PYTHON

Course 2: Large Codebases with LibrariesPython can be used to develop very large systems to solve complex problems. Learn how you can write, structureand extend your code to be able to support developing these large systems at scale. Understand how you canleverage open source libraries to quickly add advanced functionality to your code and how you can package yourcode into libraries of your own. Apply Object Oriented Programming to ensure that your code remains modular,clear and understandable. Honing these skills is the foundation for building codebases that are maintainable andefficient as they grow to tens of thousands of lines.Python is well suited for solving both web and data problems. Youwill build a service that demonstrates an understanding of both ofthese domains. First, you’ll import quote data from many differentdata types (PDF, DOCX, CSV, TXT). Then, you’ll demonstrate anunderstanding of the Strategy Object design pattern to write clean,modular code to handle these different file types. Then, you’ll resizeimages and overlay the quotes onto the resized graphics. Finally,you’ll practice making your service available for others to use as acommand line utility and as a deployable web service.Project 2Meme GeneratorLEARNING OUTCOMES Review PEP standards to write clear, compliant code.LESSON ONEFoundations Practice implementing Object Oriented Programmingin python. Understand core pythonic principles to write code thatcan scale.LESSON TWOBuilding Modules Understand how you can write modular code building blocksto reuse functional units of code. Learn advanced Object Oriented Programming conceptsincluding Inheritance and Abstraction. Install and use open source libraries to solvecomplex problems.LESSON THREEUsing Libraries Explore the common use cases of open source librariesavailable on the Python Package Index (PyP). Learn how to use Virtual Environments to maintain cleardependency states during development. Expand on Object Oriented design using the advancedStrategy Object design pattern.Need Help? Speak with an Advisor: www.udacity.com/advisorINTERMEDIATE PYTHON

LEARNING OUTCOMES Design complex systems of code that communicate acrossthe operating system interfaces.LESSON FOURPython in Systems Understand how you can create Command Line tools usingyour Python scripts. Learn how to consume other Command Line tools withinyour Python scripts. Connect your code to systems that expand beyond a singlecomputer (the internet).LESSON FIVEPython for Web Learn how to download and use data from web servicesusing requests. Understand the basics of backend development by makinga Python service available from the web using Flask.LESSON SIXProject:Meme Generator Build a meme generator that overlays quotes on images byapplying advanced Pythonic Object Oriented Principles andusing complex libraries to interact with command line tools toprocess data and make your service available on the web.Need Help? Speak with an Advisor: www.udacity.com/advisorINTERMEDIATE PYTHON

Our Classroom ExperienceREAL-WORLD PROJECTSBuild your skills through industry-relevant projects. Getpersonalized feedback from our network of 900 projectreviewers. Our simple interface makes it easy to submityour projects as often as you need and receive unlimitedfeedback on your work.KNOWLEDGEFind answers to your questions with Knowledge, ourproprietary wiki. Search questions asked by other studentsand discover in real-time how to solve the challenges thatyou encounter.STUDENT HUBLeverage the power of community through a simple, yetpowerful chat interface built within the classroom. UseStudent Hub to connect with your technical mentor andfellow students in your Nanodegree program.WORKSPACESSee your code in action. Check the output and quality ofyour code by running them on workspaces that are a partof our classroom.QUIZZESCheck your understanding of concepts learned in theprogram by answering simple and auto-graded quizzes.Easily go back to the lessons to brush up on conceptsanytime you get an answer wrong.CUSTOM STUDY PLANSWork with a mentor to create a custom study plan to suityour personal needs. Use this plan to keep track of yourprogress toward your goal.PROGRESS TRACKERStay on track to complete your Nanodegree program withuseful milestone reminders.Need Help? Speak with an Advisor: www.udacity.com/advisorINTERMEDIATE PYTHON

Learn with the BestSam RedmondCO - F O U N D E R , H E D R O N V I S I O NSam holds a BS in Math and MS in CSfrom Stanford, where he created CS 41:The Python Programming Language andlectured for four years. Currently, he’scofounding Hedron Vision, developingheadset-free holographic displaytechnologies.Gabriel RuttnerC TO ,U R S A & T E C H A D V I S O RF O R S TA R T- U P SGabe is the CTO at Ursa & Tech Advisor forStart-Ups. Gabe has expertise in buildingcloud-based machine learning and naturallanguage processing services at earlystage tech companies. He holds technicaldegrees from Cornell University and StonyBrook UniversityNeed Help? Speak with an Advisor: www.udacity.com/advisorINTERMEDIATE PYTHON

All Our Nanodegree Programs Include:EXPERIENCED PROJECT REVIEWERSREVIEWER SERVICES Personalized feedback & line by line code reviews 1600 Reviewers with a 4.85/5 average rating 3 hour average project review turnaround time Unlimited submissions and feedback loops Practical tips and industry best practices Additional suggested resources to improveTECHNICAL MENTOR SUPPORTMENTORSHIP SERVICES Questions answered quickly by our team oftechnical mentors 1000 Mentors with a 4.7/5 average rating Support for all your technical questionsPERSONAL CAREER SERVICESC AREER SUPPORT Resume support Github portfolio review LinkedIn profile optimizationNeed Help? Speak with an Advisor: www.udacity.com/advisorINTERMEDIATE PYTHON