Courses tagged with "Computer Science" (663)
Algorithms power the biggest web companies and the most promising startups. Interviews at tech companies start with questions that probe for good algorithm thinking.
In this computer science course, you will learn how to think about algorithms and create them using sorting techniques such as quick sort and merge sort, and searching algorithms, median finding, and order statistics.
The course progresses with Numerical, String, and Geometric algorithms like Polynomial Multiplication, Matrix Operations, GCD, Pattern Matching, Subsequences, Sweep, and Convex Hull. It concludes with graph algorithms like shortest path and spanning tree.
- Sorting and Searching
- Numerical Algorithms
- String Algorithms
- Geometric Algorithms
- Graph Algorithms
This course is part of the Fundamentals of Computer Science XSeries Program:
We will learn computational methods -- algorithms and data structures -- for analyzing DNA sequencing data. We will learn a little about DNA, genomics, and how DNA sequencing is used. We will use Python to implement key algorithms and data structures and to analyze real genomes and DNA sequencing datasets.
This course covers the essential information that every serious programmer needs to know about algorithms and data structures, with emphasis on applications and scientific performance analysis of Java implementations. Part I covers basic iterable data types, sorting, and searching algorithms.
This course will introduce you to the multidisciplinary field of consumer neuroscience and neuromarketing. It will go through to the basic concepts of the human brain, the elements of the consumer mind, how it is studied, and how its insights can be applied in commercial and societal understandings of consumer behaviour.
This course teaches a calculus that enables precise quantitative predictions of large combinatorial structures. In addition, this course covers generating functions and real asymptotics and then introduces the symbolic method in the context of applications in the analysis of algorithms and basic structures such as permutations, trees, strings, words, and mappings.
Analytic Combinatorics teaches a calculus that enables precise quantitative predictions of large combinatorial structures. This course introduces the symbolic method to derive functional relations among ordinary, exponential, and multivariate generating functions, and methods in complex analysis for deriving accurate asymptotics from the GF equations.
This course is part of the Microsoft Professional Program Certificate in Data Science.
Power BI is quickly gaining popularity among professionals in data science as a cloud-based service that helps them easily visualize and share insights from their organizations’ data.
In this data science course, you will learn from the Power BI product team at Microsoft with a series of short, lecture-based videos, complete with demos, quizzes, and hands-on labs. You’ll walk through Power BI, end to end, starting from how to connect to and import your data, author reports using Power BI Desktop, and publish those reports to the Power BI service. Plus, learn to create dashboards and share with business users—on the web and on mobile devices.
In this computer science course, you will learn to build reports with SQL Server Reporting Services, which includes new visualization features and mobile capabilities. You will learn to create reporting solutions, mobile reports and dashboards.
Whether you're new to reporting services, or experienced with earlier versions, we'll show you how to build tables, matrices, advanced visualizations, and dashboards with key performance indicators. You'll design and deploy compelling, interactive reports for smartphones, tablets, and browsers.
By the end of the course, you'll have developed a complete reporting solution and be ready to analyze and visualize your own business data with SQL Server Reporting Services.
Note: To complete the hands-on elements in this course, you will require an Azure subscription. You can sign up for a free Azure trial subscription (a valid credit card is required for verification, but you will not be charged for Azure services). Note that the free trial is not available in all regions. It is possible to complete the course and earn a certificate without completing the hands-on practices.
This course is designed for students who are new to programming, and want to learn how to develop Android apps. You’ll learn how to create an Android project with Android Studio and run a debuggable version of the app. You'll also learn some Android architecture and the key principles underlying its design. You will gain an understanding of the processes that are involved in an Android developed application and you will become familiar with Android development tools and user interface. By the end of the course, you’ll build two simple apps that you can share with your friends.
Our Android course is taught by a group of Google developer experts who create innovative mobile apps.
This course is part of the GalileoX Android Developer MicroMasters Program and is specifically designed to teach the critical skills needed to be successful in this exciting field and to prepare you to take the Google Associate Android Developer Certification exam. To qualify for the MicroMasters Credential you will need to earn a Verified Certificate in each of the four courses as well as a Final Project.
The capstone project includes the evaluation of the competencies and performance tasks, which define an Associate Android Developer (Fundamental Application Components, Application User Interface (UI) and User Experience (UX), Persistent Data Storage, Enhanced System Integration and Testing and Debugging).
You will demonstrate your understanding of the fundamental application components of programming for Android, how to build clean and compelling user interfaces, using view styles and theme attributes to apply a consistent look and feel across an entire application. Your app will connect with the internet sharing preferences and files, SQLite databases, content providers, libraries as ORM or Realm. You will design, plan, build and publish in the Google Play store your own Android Application.
This capstone project is part of the GalileoX Android Developer MicroMasters Program that is specifically designed to teach the critical skills needed to be successful in this exciting field. In order to qualify for the MicroMasters Credential you will need to earn a Verified Certificate in each of the four courses as well as this final capstone project.
Android es la plataforma libre desarrollada por Google, ampliamente utilizada en multitud de dispositivos como móviles, tabletas, TV, wearables e Internet de las cosas. Su expansión ha sido espectacular, siendo el S.O. más utilizado en la actualidad. Tras realizar este curso conocerás los fundamentos del desarrollo de aplicaciones en Android y podrás realizar sencillas aplicaciones, que incluyan los aspectos más importantes y novedosos de esta plataforma.
A lo largo del curso se desarrolla una aplicación de ejemplo, "Mis Lugares Favoritos", que nos permitirá almacenar fotografía, posición geográfica, valoración y otros datos de los lugares que más nos gustan. El curso se introducen los siguientes aspectos: repaso de Java, visión general de Android, entorno de desarrollo (Android Studio), Interfaz de usuario (vistas, Layouts, recursos, barra de acciones, preferencias, RecyclerView, Fragments...), actividades, intenciones, seguridad, posicionamiento, mapas y bases de datos.
Want to start implementing some of the more advanced features of Angular, but looking for help to get you started? In this advanced angularJS course, you’ll learn how to implement a web framework as you work your way through a series of tutorial-style labs that make learning easy.
Want to get started building Web pages with AngularJS, but feel a little overwhelmed? You’ve come to the right place. This course will teach you the programming language using a series of easy to understand AngularJS tutorials. The hands-on approach will teach you how the AngularJS framework works, and enable you to use HTML as your template language. You’ll also learn the basics of AngularJS’s module definition and how to perform basic dependency injection between components.
How do you create realistic animations? How do you predict the motion of materials? It’s key to the success of animated films to ensure (was insure) audiences believe in characters.
This course will show you how to create lifelike animations focusing on the technical aspects of CGI animation and also give you a glimpse into how studios approach the art of physically-based animation.
You will learn the fundamental concepts of physical simulation, including:
- integration of ordinary differential equations such as those needed to predict the motion of a dress in the wind.
- formulation of models for physical phenomena such as crumpling sheet metal and flowing water.
- treatment of discontinuities such as fractures and collisions.
- simulation of liquids and solids in both Lagrangian and Eulerian coordinates.
- artistic control of physically-based animations.
These concepts will be put into practice in the programming assignments spanning:
- Discretizing and integrating Newton’s equations of motion
- Constrained Lagrangian Mechanics
- Collisions, contact, and friction: detection and response
- Continuum mechanics
- Finite elements
- Rigid body simulation
- Thin shell and cloth simulation
- Elastic rod and hair simulation
- Fluid simulation