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Build an end-to-end CI/CD pipeline: install and configure Jenkins with plugins and credentials, integrate GitHub, publish Docker images, and deploy containerized apps on Kubernetes.
Apply generative AI across the hiring lifecycle: streamline sourcing, referrals, screening and assessments, strengthen employer branding, and handle bias, inclusion and legal compliance.
Build C# programs with the .NET framework: apply loops and conditionals, design reusable functions, and implement encapsulation, inheritance, and polymorphism in ASP.NET WebForms and Windows Forms.
Navigate the Minitab interface to run basic statistical analyses, use graphical assistants, and interpret outputs such as probability distributions from real datasets.
Turn raw datasets into insights with NumPy and Pandas: slice and reshape arrays, join and pivot DataFrames, clean data, handle missing values, analyze the Wine dataset.
Write Oracle PL/SQL 21c blocks and procedures: declare variables and constants, enforce datatypes with %TYPE and %ROWTYPE, handle strings, and branch with IF-THEN-ELSE and CASE.
Apply advanced U.S. GAAP guidance: account for treasury stock, stock splits, revenue performance obligations, deferred taxes, acquisitions, consolidation, and variable interest entities under ASC 505–810.
Manage stock levels with reorder and safety stock, calculate EOQ, apply ABC Analysis, and compare FIFO, LIFO, Average Cost valuation and Just-In-Time practices.
Analyze retail strategy through a case study of Asian retail conglomerates: apply SWOT and PESTLE analysis, evaluate intellectual capital management, and design organizational structures.
Build and deploy AI solutions on AWS: train models in SageMaker, design chatbots with Lex, add vision with Rekognition, and manage the ML lifecycle.
Work through AWS from account setup and IAM to VPC networking, EC2, Auto Scaling, S3, databases, serverless and infrastructure automation, while preparing for the Cloud Practitioner exam.
Create motion graphics in After Effects: isolate subjects with Roto Brush 2.0, integrate Photoshop assets, optimize compositions, and animate with easing, timing, and 3D navigation.
Draft a complete architectural floor plan in AutoCAD: set up the workspace, refine structural layouts, add hatching and furniture, and finish with dimensioning and lettering.
Draft corporate office layouts in AutoCAD: set up architectural base plans, plan circulation and utility zoning, and detail modular workstations and executive cabins.
Apply R to business analytics projects: detect fraud, analyze marketing performance with R and Excel, and model HR attrition using feature selection and predictive validation.
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