Kompetenzen, die Sie erwerben: Modellevaluation, Feature Technik, Datenanalyse, Python-Programmierung, Datenwissenschaft, Zeitreihenanalyse und Vorhersage, Vorhersage, Datenumwandlung, Vorverarbeitung von Daten, Technische Merkmale, Explorative Datenanalyse, Statistische Analyse, Regressionsanalyse, Datenvorverarbeitung, Prädiktive Modellierung, Bewertung des Modells, Datenverarbeitung

Kompetenzen, die Sie erwerben: Classification And Regression Tree (CART), Dashboard Creation, Dashboard, Decision Intelligence, Descriptive Statistics, Root Cause Analysis, Data Analysis, Predictive Modeling, Advanced Analytics, Tableau Software, Scikit Learn (Machine Learning Library), Model Deployment, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Apache Spark, Keras (Neural Network Library), Retrieval-Augmented Generation, Reinforcement Learning, Apache Kafka, SQL

Kompetenzen, die Sie erwerben: Object Oriented Programming (OOP), Object Oriented Design, Event-Driven Programming, Python Programming, User Interface (UI), Computer Programming, Application Development, User Interface (UI) Design, Graphical Tools, Code Reusability

Kompetenzen, die Sie erwerben: Data Wrangling, Data Manipulation, Data Transformation, Data Integration, Extract, Transform, Load, Data Processing, Data Preprocessing, Data Cleansing, Data Quality, Alteryx, SQL, Data-Driven Decision-Making, Business Analysis, Data Pipelines, Relational Databases, Data Integrity, Internal Communications, Data Collection, Python Programming, Automation

Kompetenzen, die Sie erwerben: Softwaretechnik, Python-Programmierung, Daten-Pipelines, Software-Entwicklung, Computer Programmierung, Computerprogrammierung

Kompetenzen, die Sie erwerben: Systems Architecture, AI Workflows, Process Modeling, Model Based Systems Engineering, System Design and Implementation, Systems Analysis, Enterprise Modeling, Model Training, Diagram Design, Dataflow, MLOps (Machine Learning Operations), Requirements Management

Kompetenzen, die Sie erwerben: Anwendungsentwicklung, JSON, AI-Integrationen, Generative KI, ChatGPT, Restful API, OpenAI-API, Python-Programmierung, Benutzeroberfläche (UI), Back-End-Webentwicklung, Full-Stack Web-Entwicklung, Fehlersuche, Sichere Kodierung, Anwendungsprogrammierschnittstelle (API), LLM-Bewerbung, Benutzeroberfläche (UI) Design, Bereitstellung von Anwendungen

Kompetenzen, die Sie erwerben: Flask (Web Framework), Application Programming Interface (API), Restful API, Back-End Web Development, Database Management, Bootstrap (Front-End Framework), Object-Relational Mapping, Database Development, Web Applications, SQL, Email Automation, UI Components, Database Design, Application Deployment, Authentications, Front-End Web Development, File Management, Data Migration, User Accounts, Data Validation

Kompetenzen, die Sie erwerben: System Monitoring, Data Quality, Performance Tuning, Apache Spark, Data Validation, Data Pipelines, Query Languages, Debugging, Data Transformation, Anomaly Detection, PySpark, Performance Analysis, Extract, Transform, Load, Failure Analysis, SQL, Data Architecture, Data Processing, Benchmarking, Root Cause Analysis, Distributed Computing

Kompetenzen, die Sie erwerben: MLOps (Machine Learning Operations), Model Deployment, Software Documentation, Code Reusability, Model Training, Test Script Development, Continuous Delivery, Test Automation, Model Evaluation, Continuous Integration, Technical Documentation, API Design, Application Programming Interface (API), Data Validation, Applied Machine Learning, Machine Learning Methods, Maintainability, Version Control, Package and Software Management, Code Review

Kompetenzen, die Sie erwerben: Biowissenschaften, Bioinformatik, Dimensionalitätsreduktion, Python-Programmierung, Infektionskrankheiten, Markov-Modell, Software zur Datenanalyse, Mikrobiologie, Algorithmen, Statistische Methoden, Molekularbiologie, Statistische Analyse, Unüberwachtes Lernen, Präzisionsmedizin, Algorithmen für maschinelles Lernen, Computational Thinking, Epidemiologie, Angewandtes maschinelles Lernen, Biotechnologie

Kompetenzen, die Sie erwerben: Scientific Visualization, NumPy, Data Visualization, Debugging, Matplotlib, Numerical Analysis, Engineering Calculations, Mathematical Software, Code Reusability, Integrated Development Environments, Computational Thinking, Engineering Analysis, Programming Principles, Data Analysis, Computer Programming, Model Optimization