AI and Machine Learning with Software Development

Course overview

The training program "AI and Machine Learning with Software Development" combines machine learning, software development, and application cases with benefit assessment. The focus is on data and quality assurance as well as the practical application of relevant terminology and work steps. Machine Learning • Fundamentals of machine learning: supervised and unsupervised learning using practical examples • Training, testing, and evaluation of models with accompanying exercises • Feature preparation and avoidance of overfitting, including documentation of results • Use of machine learning libraries and tools in sequential work steps Software Development • Fundamentals of software development and program logic • Structuring programs and object-oriented concepts • Connecting to databases and interfaces • Testing, debugging, and documentation Application Cases and Benefit Assessment • Selection of suitable application cases and areas of use • Assessment of effort, benefit, and prerequisites • Pilot projects and gradual implementation • Measurement and evaluation of results Data and Quality Assurance • Data requirements and data sources for AI applications • Examination of data quality and potential biases • Control and evaluation of AI results • Documentation of assumptions and limitations The training program connects machine learning and software development and imparts knowledge in application cases and benefit assessment as well as data and quality assurance. The professional relationships are addressed in the context of AI and machine learning with software development.

Upcoming dates

• 2026-11-08T23:00:00.000Z · 2027-03-07T23:00:00.000Z · Aachen · Blended Learning
• 2026-11-08T23:00:00.000Z · 2027-03-07T23:00:00.000Z · Berlin · Blended Learning
• 2026-11-08T23:00:00.000Z · 2027-03-07T23:00:00.000Z · Hannover · Blended Learning
• 2026-11-08T23:00:00.000Z · 2027-03-07T23:00:00.000Z · Duisburg · Blended Learning
• 2026-11-08T23:00:00.000Z · 2027-03-07T23:00:00.000Z · München · Blended Learning

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