Web design (HTML/CSS/Dreamweaver) with additional qualification in artificial intelligence (AI) for software developers
Free of cost
by funding
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Certificates: Certificate "Artificial intelligence (AI) for software developers"
Certificate "Web design with HTML/CSS/Dreamweaver" -
Examination: Practical project work with final presentations
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Teaching Times: Full-timeMonday to Friday from 8:30 a.m. to 3:35 p.m. (in weeks with public holidays from 8:30 a.m. to 5:10 p.m.)
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Language of Instruction: German
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Duration: 9 Weeks
Artificial intelligence (AI) for software developers
Basics of Artificial Intelligence (AI/AI) (approx. 0.5 days)
What is artificial intelligence?
Definition and history of AI
Difference between weak and strong AI
Overview of AI-based applications
DIN/TS 92004:2024
Introduction to Machine Learning (ML) (approx. 0.5 days)
Definition and basic concepts
Supervised vs. unsupervised learning
Examples of ML applications
Data pre-processing and visualization (approx. 1 day)
Data preparation (sources, cleansing and transformation)
Meaning and techniques of feature engineering
Scaling and normalization
Categorical and numerical features
Importance of data visualization
Creating diagrams and plots
Supervised learning (approx. 1 day)
Linear and multiple regression models
Evaluation of regression models
Classification models
Model evaluation and optimization
Unsupervised learning and deep learning (approx. 1 day)
Clustering methods
Dimension reduction
Basic concepts/architectures of deep learning
Neural networks and how they work
Overview of deep learning frameworks
Project work (approx. 1 day)
To consolidate the content learned
Presentation of the project results
Web design with HTML, CSS and Dreamweaver
HTML (approx. 5 days)
Basic framework
Tags for text creation (h1-h6, p, br)
Basics of CSS
Text format commands
Scaffolding HTML tags (e.g. header, nav)
Integrating graphics and preparing them in Photoshop
Favicons
Links
Internal, external, phone, mailto links
Lists and tables
Forms in HTML
Form elements
Integration of video and audio elements
Integration of YouTube and Google Maps
Differences between XHTML and HTML
Artificial intelligence (AI) in the work process
Presentation of specific AI technologies
and possible applications in the professional environment
Basics CSS (approx. 5 days)
Basics of Dreamweaver
Integration options for CSS specifications (internal, external, inline style)
Text design with CSS
CSS attributes for designing borders and spacing (padding, margin)
Background design with CSS
Float/clear basics
Column spacing with float
Colors with CSS
Clearfix
Pseudo elements (::before/::after)
Pseudo-classes (:nth-of-type)
List/display/link pseudo-classes
Navigation with ul/li (horizontal/vertical)
CSS Flexbox (approx. 5 days)
Columns with Flex
Alignment of elements with Flex
Columns in columns with Flex
Using individual fonts (@font-face)
Fonts with Dreamweaver
Dreamweaver - CSS Designer
CSS position
Positions: relative/absolute/fixed
Possibilities for form design via CSS
CSS color gradients
CSS - transition/transform
Responsive web design (approx. 6 days)
Breakpoints, viewport, media queries
Designing headers and header-img responsively
Picture elements in HTML
Mobile navigation with hover
Enable hover in click on Apple cell phones
Click event via CSS (using checkbox)
Responsive navigation with click
Animated burger button
CSS accordion (using radio buttons)
Drop-down menu for desktop and mobile
Different designs
CSS pseudo class :target
One-page site - page structure
Responsive navigation with :target control
Advantages of one-page sites
JavaScript (approx. 9 days)
Integrating applications
Getting started with JavaScript/jQuery
If-then-else
Variables
Data object
Array Data type
ScrollTop
For loop
Math object
Sticky-menu (js/css)
Show/hide menu with scrolling
Use of vh/vw and calc
Mandatory information imprint/data protection
Cookie notice
Font-awesome - Symbol library
CSS-Filter
CSS variables
Optimize the site for search engines (SEO)
Object fit - frame-filling graphics
CSS animation
CSS grid
Grid-template-areas
Introduction to CSS framework: Bootstrap
Project work (approx. 10 days)
To consolidate the content learned
Presentation of the project results
Changes are possible. The course content is updated regularly.
You know the complete workflow for a modern web design and produce user-friendly and sophisticated websites.
You also understand the basics of artificial intelligence and machine learning. You will be able to process data, create and evaluate models and have initial experience with deep learning and unsupervised learning.
Web designers, web programmers, graphic designers, media designers, specialists from artistic professions or people who are responsible for the conception, design and practical implementation of websites and want to acquire the necessary knowledge and skills.
With the growing demand for AI applications, developers with the relevant skills are in high demand across all industries.
Nowadays, almost all companies rely on an attractive Internet presence to represent them as a company. The main potential employers are graphic design, advertising, web, multimedia or full-service agencies, as well as software and database providers. Web design skills are required in almost all sectors. With the appropriate know-how, self-employment is also an interesting prospect.
Your meaningful certificate provides a detailed insight into the qualifications you have acquired and improves your career prospects.
Didactic concept
Your lecturers are highly qualified both professionally and didactically and will teach you from the first to the last day (no self-study system).
You will learn in effective small groups. The courses usually consist of 6 to 25 participants. The general lessons are supplemented by numerous practical exercises in all course modules. The practice phase is an important part of the course, as it is during this time that you process what you have just learned and gain confidence and routine in its application. The final section of the course involves a project, a case study or a final exam.
Virtual classroom alfaview®
Lessons take place using modern alfaview® video technology - either from the comfort of your own home or at our premises at Bildungszentrum. The entire course can see each other face-to-face via alfaview®, communicate with each other in lip-sync voice quality and work on joint projects. Of course, you can also see and talk to your connected trainers live at any time and you will be taught by your lecturers in real time for the entire duration of the course. The lessons are not e-learning, but real live face-to-face lessons via video technology.
The courses at alfatraining are funded by Agentur für Arbeit and are certified in accordance with the AZAV approval regulation. When submitting a Bildungsgutscheinor Aktivierungs- und Vermittlungsgutschein, the entire course costs are usually covered by your funding body.
Funding is also possible via Europäischen Sozialfonds (ESF), Deutsche Rentenversicherung (DRV) or regional funding programs. As a regular soldier, you have the option of attending further training courses via Berufsförderungsdienst (BFD). Companies can also have their employees qualified via funding from Agentur für Arbeit (Qualifizierungschancengesetz).