{"id":43739,"date":"2024-12-20T09:01:16","date_gmt":"2024-12-20T08:01:16","guid":{"rendered":"https:\/\/www.itech-progress.com\/isaqb-advanced-level\/isaqb-software-architecture-for-ai-systems\/"},"modified":"2026-04-29T12:04:08","modified_gmt":"2026-04-29T10:04:08","slug":"isaqb-software-architecture-for-ai-systems","status":"publish","type":"page","link":"https:\/\/www.itech-progress.com\/en\/isaqb-advanced-level\/isaqb-software-architecture-for-ai-systems\/","title":{"rendered":"iSAQB Software Architecture for AI Systems"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; fullwidth=&#8221;on&#8221; _builder_version=&#8221;4.16&#8243; global_colors_info=&#8221;{}&#8221;][et_pb_fullwidth_header title=&#8221;iSAQB CPSA Advanced Level Modul SWARC4AI&#8221; subhead=&#8221;Foundation for Future-Proof AI Systems \u2013 SWARC4AI&#8221; content_max_width_tablet=&#8221;&#8221; content_max_width_phone=&#8221;&#8221; content_max_width_last_edited=&#8221;on|phone&#8221; _builder_version=&#8221;4.27.4&#8243; title_level=&#8221;h3&#8243; title_font=&#8221;|700|||||||&#8221; content_quote_border_color=&#8221;#444444&#8243; subhead_font=&#8221;|700|||||||&#8221; subhead_text_align=&#8221;left&#8221; subhead_font_size=&#8221;28px&#8221; content_quote_font=&#8221;|600|||||||&#8221; content_quote_text_color=&#8221;#444444&#8243; content_quote_font_size=&#8221;22px&#8221; content_quote_line_height=&#8221;0.9em&#8221; background_enable_color=&#8221;off&#8221; background_color_gradient_stops=&#8221;rgba(250,135,13,0.7) 0%|rgba(250,135,13,0.87) 100%&#8221; background_image=&#8221;https:\/\/www.itech-progress.com\/wp-content\/uploads\/2024\/12\/iStock-ipopba-1206796363-KI-Kuenstliche-Intelligenz-Technologie-1280&#215;720-1-1.webp&#8221; custom_padding=&#8221;124px||124px||true|false&#8221; custom_padding_tablet=&#8221;&#8221; custom_padding_phone=&#8221;60px||40px||false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; title_font_size_tablet=&#8221;35px&#8221; title_font_size_phone=&#8221;31px&#8221; title_font_size_last_edited=&#8221;on|phone&#8221; title_line_height_tablet=&#8221;1em&#8221; title_line_height_phone=&#8221;1em&#8221; title_line_height_last_edited=&#8221;on|phone&#8221; subhead_font_size_tablet=&#8221;21px&#8221; subhead_font_size_phone=&#8221;21px&#8221; subhead_font_size_last_edited=&#8221;on|tablet&#8221; subhead_line_height_tablet=&#8221;&#8221; subhead_line_height_phone=&#8221;1em&#8221; subhead_line_height_last_edited=&#8221;on|desktop&#8221; content_quote_font_size_tablet=&#8221;18px&#8221; content_quote_font_size_phone=&#8221;18px&#8221; content_quote_font_size_last_edited=&#8221;on|desktop&#8221; content_quote_line_height_tablet=&#8221;&#8221; content_quote_line_height_phone=&#8221;1em&#8221; content_quote_line_height_last_edited=&#8221;on|desktop&#8221; text_shadow_style=&#8221;preset3&#8243; global_colors_info=&#8221;{}&#8221;]&nbsp;<\/p>\n<h2><strong>Format: On-site and Online Training<\/strong><\/h2>\n<h2><strong>Duration:3 days (according to the iSAQB curriculum) or 4 days (including extended fundamentals)<\/strong><\/h2>\n<p>[\/et_pb_fullwidth_header][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; disabled_on=&#8221;off|on|on&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_button button_url=&#8221;#Dates_SWARC4AI&#8221; button_text=&#8221;Directly to the Dates&#8221; button_alignment=&#8221;center&#8221; _builder_version=&#8221;4.27.4&#8243; custom_button=&#8221;on&#8221; button_text_size=&#8221;22px&#8221; button_text_color=&#8221;#ffffff&#8221; button_bg_color=&#8221;#fa870d&#8221; button_border_width=&#8221;0px&#8221; button_letter_spacing=&#8221;0px&#8221; button_font=&#8221;|600|||||||&#8221; button_icon=&#8221;&#xf073;||fa||400&#8243; button_icon_color=&#8221;#ffffff&#8221; button_icon_placement=&#8221;left&#8221; button_on_hover=&#8221;off&#8221; custom_margin=&#8221;-4px||9px||false|false&#8221; custom_padding=&#8221;4px|20px|4px|40px|false|false&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; button_bg_color__hover_enabled=&#8221;on|hover&#8221; button_bg_enable_color__hover=&#8221;on&#8221; button_bg_color__hover=&#8221;#fa870d&#8221;][\/et_pb_button][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.16&#8243; background_color=&#8221;#f3f3f3&#8243; background_enable_image=&#8221;off&#8221; parallax=&#8221;on&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row column_structure=&#8221;1_2,1_2&#8243; _builder_version=&#8221;4.27.0&#8243; _module_preset=&#8221;default&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.27.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text module_id=&#8221;Termine_CPSA-F_DE&#8221; _builder_version=&#8221;4.27.4&#8243; text_font=&#8221;|600|||||||&#8221; text_text_color=&#8221;#fa870d&#8221; text_font_size=&#8221;29px&#8221; header_font=&#8221;|600|||||||&#8221; header_text_color=&#8221;#fa870d&#8221; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#fa870d&#8221; custom_margin=&#8221;||5px||false|false&#8221; custom_padding=&#8221;||||false|true&#8221; hover_enabled=&#8221;0&#8243; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]Software Architecture for AI Systems \u2013 practical, compact, and actionable.[\/et_pb_text][et_pb_text content_tablet=&#8221;<\/p>\n<p style=%22text-align: justify;%22>The <strong>SWARC4AI<\/strong> training course provides knowledge and tools for developing powerful and scalable software architectures for artificial intelligence (AI). Participants gain practical insights into how machine learning, generative AI, and classic software approaches can be combined to create future-proof hybrid systems.<\/p>\n<p style=%22text-align: justify;%22>This training is aimed at anyone who wants to efficiently integrate AI solutions into existing IT landscapes while focusing on aspects such as scalability, security, and maintainability.<\/p>\n<p>&#8221; content_phone=&#8221;<\/p>\n<p style=%22text-align: left;%22>The <strong>SWARC4AI<\/strong> training course provides knowledge and tools for developing powerful and scalable software architectures for artificial intelligence (AI). Participants gain practical insights into how machine learning, generative AI, and traditional software approaches can be combined to create future-proof hybrid systems.<\/p>\n<p style=%22text-align: left;%22>This training is aimed at anyone who wants to efficiently integrate AI solutions into existing IT landscapes while focusing on aspects such as scalability, security, and maintainability.<\/p>\n<p>&#8221; content_last_edited=&#8221;off|desktop&#8221; _builder_version=&#8221;4.27.5&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#fa870d&#8221; custom_padding=&#8221;14px|||||&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: justify;\">This training combines theoretical knowledge with hands-on exercises and real-world case studies. Participants learn how to design data-driven architectures that meet the highest standards of compliance and quality.<br \/>After completing the training, you will be well-prepared to implement AI projects successfully \u2013 from the first idea to integration into productive systems.<\/p>\n<p style=\"text-align: justify;\">This course is aimed at professionals who want to efficiently integrate AI solutions into existing IT landscapes while focusing on scalability, security, and maintainability.<\/p>\n<p>[\/et_pb_text][et_pb_text module_id=&#8221;Termine_CPSA-F_DE&#8221; _builder_version=&#8221;4.27.4&#8243; text_font=&#8221;|600|||||||&#8221; text_text_color=&#8221;#fa870d&#8221; text_font_size=&#8221;29px&#8221; header_font=&#8221;|600|||||||&#8221; header_text_color=&#8221;#fa870d&#8221; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#fa870d&#8221; custom_margin=&#8221;||5px||false|false&#8221; custom_padding=&#8221;||||false|true&#8221; hover_enabled=&#8221;0&#8243; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<p>What to Expect?<\/p>\n<p>[\/et_pb_text][et_pb_text content_tablet=&#8221;<\/p>\n<p style=%22text-align: justify;%22>The <strong>SWARC4AI<\/strong> training course provides knowledge and tools for developing powerful and scalable software architectures for artificial intelligence (AI). Participants gain practical insights into how machine learning, generative AI, and classic software approaches can be combined to create future-proof hybrid systems.<\/p>\n<p style=%22text-align: justify;%22>This training is aimed at anyone who wants to efficiently integrate AI solutions into existing IT landscapes while focusing on aspects such as scalability, security, and maintainability.<\/p>\n<p>&#8221; content_phone=&#8221;<\/p>\n<p style=%22text-align: left;%22>The <strong>SWARC4AI<\/strong> training course provides knowledge and tools for developing powerful and scalable software architectures for artificial intelligence (AI). Participants gain practical insights into how machine learning, generative AI, and traditional software approaches can be combined to create future-proof hybrid systems.<\/p>\n<p style=%22text-align: left;%22>This training is aimed at anyone who wants to efficiently integrate AI solutions into existing IT landscapes while focusing on aspects such as scalability, security, and maintainability.<\/p>\n<p>&#8221; content_last_edited=&#8221;off|desktop&#8221; _builder_version=&#8221;4.27.5&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#fa870d&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: justify;\">In the SWARC4AI training, you will gain practical knowledge and tools for developing scalable software architectures for AI. You will learn how to combine Machine Learning, Generative AI, and classical approaches to create hybrid, future-ready systems.<br \/>The focus lies on integrating AI into existing IT environments while maintaining scalability, security, and maintainability.<\/p>\n<p>[\/et_pb_text][et_pb_text module_id=&#8221;Termine_CPSA-F_DE&#8221; _builder_version=&#8221;4.27.4&#8243; text_font=&#8221;|600|||||||&#8221; text_text_color=&#8221;#fa870d&#8221; text_font_size=&#8221;29px&#8221; header_font=&#8221;|600|||||||&#8221; header_text_color=&#8221;#fa870d&#8221; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#fa870d&#8221; custom_margin=&#8221;||5px||false|false&#8221; custom_padding=&#8221;||||false|true&#8221; hover_enabled=&#8221;0&#8243; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<p>Prerequisites for Participants<\/p>\n<p>[\/et_pb_text][et_pb_blurb title=&#8221;4-Day Version:&#8221; use_icon=&#8221;on&#8221; font_icon=&#8221;&#xe03c;||divi||400&#8243; icon_color=&#8221;#fa870d&#8221; icon_placement=&#8221;left&#8221; content_max_width=&#8221;640px&#8221; _builder_version=&#8221;4.27.5&#8243; header_level=&#8221;h3&#8243; header_text_color=&#8221;#FA870D&#8221; header_font_size=&#8221;18px&#8221; header_line_height=&#8221;2em&#8221; custom_margin=&#8221;0px||||false|false&#8221; custom_padding=&#8221;||0px|||&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>\u27a4 Basic understanding of software architecture and the design of software systems, APIs, and DevOps<\/p>\n<p>\u27a4 Basic knowledge of AI processes (machine learning, model training, MLOps, deployment, data pipelines)<\/p>\n<p>[\/et_pb_blurb][et_pb_text module_id=&#8221;Termine_CPSA-F_DE&#8221; _builder_version=&#8221;4.27.4&#8243; text_font=&#8221;|600|||||||&#8221; text_text_color=&#8221;#fa870d&#8221; text_font_size=&#8221;29px&#8221; header_font=&#8221;|600|||||||&#8221; header_text_color=&#8221;#fa870d&#8221; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#fa870d&#8221; custom_margin=&#8221;||5px||false|false&#8221; custom_padding=&#8221;||||false|true&#8221; hover_enabled=&#8221;0&#8243; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<p>Technical Requirements<\/p>\n<p>[\/et_pb_text][et_pb_text content_tablet=&#8221;<\/p>\n<p style=%22text-align: justify;%22>The <strong>SWARC4AI<\/strong> training course provides knowledge and tools for developing powerful and scalable software architectures for artificial intelligence (AI). Participants gain practical insights into how machine learning, generative AI, and classic software approaches can be combined to create future-proof hybrid systems.<\/p>\n<p style=%22text-align: justify;%22>This training is aimed at anyone who wants to efficiently integrate AI solutions into existing IT landscapes while focusing on aspects such as scalability, security, and maintainability.<\/p>\n<p>&#8221; content_phone=&#8221;<\/p>\n<p style=%22text-align: left;%22>The <strong>SWARC4AI<\/strong> training course provides knowledge and tools for developing powerful and scalable software architectures for artificial intelligence (AI). Participants gain practical insights into how machine learning, generative AI, and traditional software approaches can be combined to create future-proof hybrid systems.<\/p>\n<p style=%22text-align: left;%22>This training is aimed at anyone who wants to efficiently integrate AI solutions into existing IT landscapes while focusing on aspects such as scalability, security, and maintainability.<\/p>\n<p>&#8221; content_last_edited=&#8221;off|desktop&#8221; _builder_version=&#8221;4.27.5&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#fa870d&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: justify;\">No special setup is required for the training environment. Exercises are conducted using cloud- and web-based tools such as Miro, Draw.io, and platforms like Jupyter or HuggingFace.<br \/>A stable and sufficiently fast internet connection is required.<\/p>\n<p>[\/et_pb_text][et_pb_text module_id=&#8221;Termine_CPSA-F_DE&#8221; _builder_version=&#8221;4.27.4&#8243; text_font=&#8221;|600|||||||&#8221; text_text_color=&#8221;#fa870d&#8221; text_font_size=&#8221;29px&#8221; header_font=&#8221;|600|||||||&#8221; header_text_color=&#8221;#fa870d&#8221; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#fa870d&#8221; custom_margin=&#8221;||5px||false|false&#8221; custom_padding=&#8221;||||false|true&#8221; hover_enabled=&#8221;0&#8243; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<p>Your Added Value<\/p>\n<p>[\/et_pb_text][et_pb_blurb use_icon=&#8221;on&#8221; font_icon=&#8221;&#x45;||divi||400&#8243; icon_color=&#8221;#fa870d&#8221; icon_placement=&#8221;left&#8221; content_max_width=&#8221;640px&#8221; _builder_version=&#8221;4.27.5&#8243; custom_padding=&#8221;0px||0px||false|false&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Gain expertise in modern software architecture for AI systems<\/p>\n<p>[\/et_pb_blurb][et_pb_blurb use_icon=&#8221;on&#8221; font_icon=&#8221;&#x45;||divi||400&#8243; icon_color=&#8221;#fa870d&#8221; icon_placement=&#8221;left&#8221; content_max_width=&#8221;640px&#8221; _builder_version=&#8221;4.27.5&#8243; custom_padding=&#8221;0px||0px||false|false&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Learn how to combine Machine Learning, Generative AI, and classical approaches into hybrid systems<\/p>\n<p>[\/et_pb_blurb][et_pb_blurb use_icon=&#8221;on&#8221; font_icon=&#8221;&#x45;||divi||400&#8243; icon_color=&#8221;#fa870d&#8221; icon_placement=&#8221;left&#8221; content_max_width=&#8221;640px&#8221; _builder_version=&#8221;4.27.5&#8243; custom_padding=&#8221;0px||0px||false|false&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Acquire practical knowledge for integrating AI into existing IT landscapes<\/p>\n<p>[\/et_pb_blurb][et_pb_blurb use_icon=&#8221;on&#8221; font_icon=&#8221;&#x45;||divi||400&#8243; icon_color=&#8221;#fa870d&#8221; icon_placement=&#8221;left&#8221; content_max_width=&#8221;640px&#8221; _builder_version=&#8221;4.27.5&#8243; custom_padding=&#8221;0px||0px||false|false&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Learn to design scalable, maintainable, and extendable AI solutions<\/p>\n<p>[\/et_pb_blurb][et_pb_blurb use_icon=&#8221;on&#8221; font_icon=&#8221;&#x45;||divi||400&#8243; icon_color=&#8221;#fa870d&#8221; icon_placement=&#8221;left&#8221; content_max_width=&#8221;640px&#8221; _builder_version=&#8221;4.27.5&#8243; custom_padding=&#8221;0px||0px||false|false&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Understand how to ensure compliance with security, data protection, and regulatory standards<\/p>\n<p>[\/et_pb_blurb][et_pb_blurb use_icon=&#8221;on&#8221; font_icon=&#8221;&#x45;||divi||400&#8243; icon_color=&#8221;#fa870d&#8221; icon_placement=&#8221;left&#8221; content_max_width=&#8221;640px&#8221; _builder_version=&#8221;4.27.5&#8243; custom_padding=&#8221;0px||0px||false|false&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Explore how to address ethical considerations in AI development<\/p>\n<p>[\/et_pb_blurb][et_pb_text module_id=&#8221;Termine_CPSA-F_DE&#8221; _builder_version=&#8221;4.27.4&#8243; text_font=&#8221;|600|||||||&#8221; text_text_color=&#8221;#fa870d&#8221; text_font_size=&#8221;29px&#8221; header_font=&#8221;|600|||||||&#8221; header_text_color=&#8221;#fa870d&#8221; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#fa870d&#8221; custom_margin=&#8221;||5px||false|false&#8221; custom_padding=&#8221;||||false|true&#8221; hover_enabled=&#8221;0&#8243; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<p>Training Content in Detail<\/p>\n<p>[\/et_pb_text][et_pb_blurb title=&#8221;Introduction to AI Software Architecture&#8221; use_icon=&#8221;on&#8221; font_icon=&#8221;&#xe03c;||divi||400&#8243; icon_color=&#8221;#fa870d&#8221; icon_placement=&#8221;left&#8221; content_max_width=&#8221;640px&#8221; _builder_version=&#8221;4.27.5&#8243; header_level=&#8221;h3&#8243; header_text_color=&#8221;#FA870D&#8221; header_font_size=&#8221;18px&#8221; header_line_height=&#8221;2em&#8221; custom_margin=&#8221;0px||||false|false&#8221; custom_padding=&#8221;||0px|||&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>\u27a4 Fundamentals of Artificial Intelligence, Machine Learning, Deep Learning, and Generative AI<\/p>\n<p>\u27a4 Common use cases and potential risks of AI systems<\/p>\n<p>[\/et_pb_blurb][et_pb_blurb title=&#8221;Compliance, Security, and Ethical Challenges&#8221; use_icon=&#8221;on&#8221; font_icon=&#8221;&#xe03c;||divi||400&#8243; icon_color=&#8221;#fa870d&#8221; icon_placement=&#8221;left&#8221; content_max_width=&#8221;640px&#8221; _builder_version=&#8221;4.27.5&#8243; header_level=&#8221;h3&#8243; header_text_color=&#8221;#FA870D&#8221; header_font_size=&#8221;18px&#8221; header_line_height=&#8221;2em&#8221; custom_margin=&#8221;0px||||false|false&#8221; custom_padding=&#8221;||0px|||&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>\u27a4 Data protection laws (e.g., EU AI Act) and security requirements<\/p>\n<p>\u27a4 Ethical and social aspects of AI development<\/p>\n<p>[\/et_pb_blurb][et_pb_blurb title=&#8221;Design and Development of AI Systems&#8221; use_icon=&#8221;on&#8221; font_icon=&#8221;&#xe03c;||divi||400&#8243; icon_color=&#8221;#fa870d&#8221; icon_placement=&#8221;left&#8221; content_max_width=&#8221;640px&#8221; _builder_version=&#8221;4.27.5&#8243; header_level=&#8221;h3&#8243; header_text_color=&#8221;#FA870D&#8221; header_font_size=&#8221;18px&#8221; header_line_height=&#8221;2em&#8221; custom_margin=&#8221;0px||||false|false&#8221; custom_padding=&#8221;||0px|||&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>\u27a4 Lifecycle of ML projects and proven development models<\/p>\n<p>\u27a4 Design patterns for maintainable and scalable AI solutions<\/p>\n<p>[\/et_pb_blurb][et_pb_blurb title=&#8221;Efficient Data Management&#8221; 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header_font_size=&#8221;18px&#8221; header_line_height=&#8221;2em&#8221; custom_margin=&#8221;0px||||false|false&#8221; custom_padding=&#8221;||0px|||&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>\u27a4 Hardware requirements, monitoring, and sustainable AI operations<\/p>\n<p>[\/et_pb_blurb][et_pb_blurb title=&#8221;Architectures and Platforms for Generative AI&#8221; use_icon=&#8221;on&#8221; font_icon=&#8221;&#xe03c;||divi||400&#8243; icon_color=&#8221;#fa870d&#8221; icon_placement=&#8221;left&#8221; content_max_width=&#8221;640px&#8221; _builder_version=&#8221;4.27.5&#8243; header_level=&#8221;h3&#8243; header_text_color=&#8221;#FA870D&#8221; header_font_size=&#8221;18px&#8221; header_line_height=&#8221;2em&#8221; custom_margin=&#8221;0px||||false|false&#8221; custom_padding=&#8221;||0px|||&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>\u00a0\u27a4 Integration of AI into existing IT landscapes<\/p>\n<p>\u27a4 Future-proof design patterns and evaluation frameworks<\/p>\n<p>[\/et_pb_blurb][et_pb_blurb title=&#8221;Case Studies and Practical Exercises&#8221; use_icon=&#8221;on&#8221; font_icon=&#8221;&#xe03c;||divi||400&#8243; icon_color=&#8221;#fa870d&#8221; icon_placement=&#8221;left&#8221; content_max_width=&#8221;640px&#8221; _builder_version=&#8221;4.27.5&#8243; header_level=&#8221;h3&#8243; header_text_color=&#8221;#FA870D&#8221; header_font_size=&#8221;18px&#8221; header_line_height=&#8221;2em&#8221; custom_margin=&#8221;0px||||false|false&#8221; custom_padding=&#8221;||0px|||&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>\u27a4 Applying learned concepts to real-world scenarios and challenges<\/p>\n<p>[\/et_pb_blurb][et_pb_text module_id=&#8221;Termine_CPSA-F_DE&#8221; _builder_version=&#8221;4.27.4&#8243; text_font=&#8221;|600|||||||&#8221; text_text_color=&#8221;#fa870d&#8221; text_font_size=&#8221;29px&#8221; header_font=&#8221;|600|||||||&#8221; header_text_color=&#8221;#fa870d&#8221; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#fa870d&#8221; custom_margin=&#8221;||5px||false|false&#8221; 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Discounts are automatically deducted in the shopping cart. Please add the number of participants to the shopping cart.<\/p>\n<p>[\/et_pb_text][et_pb_blurb title=&#8221;-\u20ac150 for 4-day training&#8221; use_icon=&#8221;on&#8221; font_icon=&#8221;&#xe0e1;||divi||400&#8243; icon_color=&#8221;#fa870d&#8221; image_icon_background_color=&#8221;rgba(255,255,255,0.75)&#8221; image_icon_width=&#8221;30px&#8221; _builder_version=&#8221;4.27.0&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;|600|||||||&#8221; header_text_color=&#8221;#444444&#8243; header_font_size=&#8221;18px&#8221; header_line_height=&#8221;1.5em&#8221; body_font_size=&#8221;16px&#8221; body_line_height=&#8221;1.3em&#8221; image_icon_custom_padding=&#8221;25px|25px|25px|25px|false|false&#8221; text_orientation=&#8221;center&#8221; custom_padding=&#8221;|30px||30px|false|true&#8221; border_radii_image=&#8221;on|100%|100%|100%|100%&#8221; icon_font_size=&#8221;30px&#8221; use_circle=&#8221;on&#8221; circle_color=&#8221;rgba(255,255,255,0.75)&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; image_icon_background_color__sticky_enabled=&#8221;#86cbed&#8221; image_icon_background_color__sticky=&#8221;#86cbed&#8221;]<\/p>\n<p><span>Up to six weeks before the start of the training.<\/span><\/p>\n<p>[\/et_pb_blurb][et_pb_blurb title=&#8221;-\u20ac100 for 3-day training&#8221; use_icon=&#8221;on&#8221; font_icon=&#8221;&#xe0e1;||divi||400&#8243; icon_color=&#8221;#fa870d&#8221; image_icon_background_color=&#8221;rgba(255,255,255,0.75)&#8221; image_icon_width=&#8221;30px&#8221; _builder_version=&#8221;4.27.0&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;|600|||||||&#8221; header_text_color=&#8221;#444444&#8243; header_font_size=&#8221;18px&#8221; header_line_height=&#8221;1.5em&#8221; body_font_size=&#8221;16px&#8221; body_line_height=&#8221;1.3em&#8221; image_icon_custom_padding=&#8221;25px|25px|25px|25px|false|false&#8221; text_orientation=&#8221;center&#8221; custom_padding=&#8221;|30px||30px|false|true&#8221; border_radii_image=&#8221;on|100%|100%|100%|100%&#8221; icon_font_size=&#8221;30px&#8221; use_circle=&#8221;on&#8221; circle_color=&#8221;rgba(255,255,255,0.75)&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; image_icon_background_color__sticky_enabled=&#8221;#86cbed&#8221; image_icon_background_color__sticky=&#8221;#86cbed&#8221;]<\/p>\n<p><span>Up to six weeks before the start of the training.<\/span><\/p>\n<p>[\/et_pb_blurb][et_pb_text _builder_version=&#8221;4.27.5&#8243; header_2_font=&#8221;|600|||||||&#8221; header_2_text_color=&#8221;#444444&#8243; custom_margin=&#8221;|-40px|||false|false&#8221; custom_padding=&#8221;0px|||||&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2 style=\"text-align: center;\"><span style=\"color: #fa870d;\">The time and location don&#8217;t work?<\/span><\/h2>\n<p style=\"text-align: center;\">We&#8217;d be happy to organize a custom online training session for your team or come directly to your company!<\/p>\n<p>[\/et_pb_text][et_pb_button button_text=&#8221;+49 621 595702 41&#8243; 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No problem! We are happy to create a customized in-house training course in collaboration with you, whether for beginners or advanced learners. We look forward to your inquiry!<\/p>\n<\/div>\n<p>[\/et_pb_fullwidth_header][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; Format: On-site and Online Training Duration:3 days (according to the iSAQB curriculum) or 4 days (including extended fundamentals)Software Architecture for AI Systems \u2013 practical, compact, and actionable.This training combines theoretical knowledge with hands-on exercises and real-world case studies. Participants learn how to design data-driven architectures that meet the highest standards of compliance and quality.After [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":13596,"menu_order":9,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"class_list":["post-43739","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>iSAQB Software Architecture for AI Systems<\/title>\n<meta name=\"description\" content=\"iSAQB Software Architecture for AI Systems training in English covering design principles, quality attributes, and AI\u2011driven systems.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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