Machine Learning with Python: Video lesson by Santdex
The objective of this course is to give you a holistic understanding of machine learning, covering theory, application, and inner workings of supervised, unsupervised, and deep learning algorithms.
In this series, we'll be covering linear regression, K Nearest Neighbors, Support Vector Machines (SVM), flat clustering, hierarchical clustering, and neural networks.
Power Query pour Excel : Utiliser Power Query pour obtenir des données du WWW
Utilisez la fonctionnalité Récupérer et transformer (Power Query)
d’Excel pour vous connecter à une page web et importer des informations à
partir de différentes tables.
A partir d'office 2007
- Docente: Christian Angella
Introduction to ChatOps using HipChat, Hubot, & Ansible from Dan Chuparkoff
ChatOps works! It enables team accountability. ChatOps creates a common conscience - hive style. It’s even better when you combine the extensible Chat platforms HipChat or Slack with the power of Hubot, Ansible, and Chef. Join me for an introduction to ChatOps. I'll show you how BigPanda seamlessly connects HipChat with Hubot and Ansible to take ChatOps to the next level - for SSH-free deployment, pager-free monitoring, asynchronous standups, and of course, for sharing internet cats!
Introduction to Agile - Creating Agile Boards in JIRA from Dan Chuparkoff
The board in Agile methodologies is the main shared dashboard for a team’s work. As you might expect, you can get to your team’s boards in JIRA from the main menu at the top of your screen. For real-time, unfettered visibility to exactly what’s happening and when, your team’s Agile board (or boards) can be displayed on a TV at the side of the team’s work area. If you’ve created your first project in JIRA, then you’ll find that you already have a board for visualizing your team’s work.
Jira & Agile Project Management
Understand the basics of Agile and get started in the new Jira interface. Discover the basic Jira planning and work with Scrum and Kanban. Create and learn common customizations. With these basics, you'll get Jira to match the way your team works.
Get your team focus on building great products.
HTML and CSS for Beginners
This course provides students with an introduction to the core technologies used to communicate information on the Web: Hypertext Markup Language (HTML) and Cascading Style Sheets (CSS). These skills enable professionals to troubleshoot minor problems and to intelligently communicate with clients, collaborators, Information Technology staff within a company, or outside contractors in order to maintain, modify, or produce complicated web-based projects.
Mobile Application Development
Detailed study of trends in the development of applications for mobile devices, focusing on the unique design and deployment issues that must be taken into consideration when developing applications for mobile devices.
Advanced Databases
Advanced study of topics in database systems, including query optimization, concurrency, data warehouses, object-oriented extensions, and XML.>
Cryptography
Study of the conventional encryption systems and classical cryptography, exploring the use of secret key (or symmetric) cryptography, public-key (or asymmetric) cryptography, and hash functions.
brandman
Advanced Artificial Intelligence
Detailed examination of the concepts and methods of artificial intelligence. Topics include: heuristic search procedures for general graphs; game playing strategies; resolution and rule based deduction systems; knowledge representation; reasoning with uncertainty.
brandman
Information Security
Introduction to the fundamentals of information security, computer security technology and principles, access control mechanisms, cryptography algorithms, software security, physical security, and security management and risk assessment.
brandman, simca
Artificial Intelligence
Introduction to understanding the fundamental concepts and techniques of intelligent systems. Explores state-space and problem-induction representations of problems; Heuristic methods; Mechanical theorem proving and how these methods can be applied to artificial intelligence problems.
brandman
Programming Languages
Detailed exploration of the design space of programming languages, specifically the functional, imperative, logic and object-oriented programming languages.
Introduction to Modern Database Systems
Study of database architecture and the components used in implementation. Using the Structured Query Language, topics including file structures and access methods; database modeling, design and user interface; components of database management systems; information storage and retrieval are explored.
Computer Communications and Networks
Detailed introduction to the basic hardware and software, architectural components for computer communications in local area networks. The components that are focused upon include understanding the basics of computer networks, switching, routing, protocols and security.
college credit, thomas edison, asba, tecep, simca, ace
Operating Systems
Examination of the evolution of operating systems and design, focusing on hardware/software evolution leading to contemporary operating systems; basic operating systems concepts; methods of operating systems design and construction; algorithms for CPU scheduling, memory and general resource allocation; process coordination and management.
brandman, simca
Web Development and understanding
Detailed study that provides an understanding of Web-based application development, with particular emphasis on developing web applications using JavaScript, HTML, XML, AJAX, and Java Server Pages (JSP).
brandman, simca
Algorithms
Detailed exploration of the mathematical techniques used for the design and analysis of computer algorithms. Topics include: the study of computer algorithms for numeric and non-numeric problems; analysis of time and space requirements of algorithms; correctness of algorithms and NP-completeness.
brandman, simca
Software Engineering
Detailed introduction to the application of engineering approach to computer software design and development. Topics include: life cycle models, software requirements, specification, conceptual model design, detailed design, validation and verification, design quality assurance, software design/development environments and project management.