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Build an end-to-end smart parking system: program MQTT with Python Paho, wire sensors and LEDs to Raspberry Pi GPIO, and connect devices securely to AWS IoT Core.
Learn Lean Six Sigma fundamentals: apply DMAIC, 5S, PDCA, Just-in-Time, Jidoka, 5 Whys and Pareto analysis to eliminate waste and prepare for White Belt certification.
Build predictive models and AI solutions in Python: ensemble methods, clustering with Gaussian Mixture Models, SVM and Naive Bayes classification, logic programming, and NLTK-based NLP pipelines.
Set up Anaconda and Jupyter Notebook, manipulate arrays with NumPy, and create line, bar, histogram, scatter, heatmap and box plots using Matplotlib and Seaborn.
Build Java desktop applications in NetBeans: master OOP, exception and file handling, Swing and AWT interfaces, and JDBC database operations through projects like an ATM simulator.
Configure and optimize IntelliJ IDEA: customize the interface, navigate projects, debug with structural search, use Git and Maven, script in Groovy, and connect relational databases.
Install, configure, and navigate IntelliJ IDEA to create Java and Kotlin projects, using shortcuts, live templates, Maven integration, database tools, testing, and Eclipse project import/export.
Learn to install and configure PyCharm, manage Python projects with shortcuts, keymaps and macros, and build console apps and web pages using HTML, CSS and JavaScript.
Automate REST API tests in Java with REST Assured, configuring the project, building JSON payloads, mapping responses to POJOs, and validating CRUD operations with Hamcrest matchers.
Build standards-compliant XHTML pages: write correct syntax and semantic markup in Notepad++, then inspect, test, and validate your documents with Firefox developer tools.
Build a first-person shooter in Unreal Engine with Blueprints: health and armor UI, damage feedback, weapon firing and projectiles, and crouch, sprint and aim states.
Detect, prevent, and respond to corporate fraud using the Fraud Triangle, Sarbanes-Oxley controls, vertical and horizontal statement analysis, ratio analysis, and forensic investigation techniques.
Compare US and UK corporate governance: board responsibilities, governance failures, BCBS principles, Sarbanes-Oxley, Dodd-Frank, and the UK Corporate Governance Code.
Design Elasticsearch data models, configure clusters and custom analyzers, and build full-text, term-level and geospatial queries while managing indices with Cluster, Indices and Document APIs.
Build, train, and evaluate CNN image classification models in Python, from project setup and architecture to image preprocessing, augmentation, predictions, and accuracy comparison.
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