{    "pythonprogramming": "python",
    "python syntax and semantics": "python",
    "python programming": "python",
    "r basics": "r",
    "tydiverse": "tidyverse",
    "sql (structured query language)": "sql",
    "database (dbms)": "database",
    "database management": "database administration",
    "database administration": "database admin",
    "tabular records": "database",
    "sql and python syntax": "sql",
    "mysql": "sql",
    "dataanalysis": "data analysis",
    "datascience": "data science",
    "data set analysis": "data analysis",
    "data management": "data analysis",
    "data engineer": "data engineering",
    "data manipulation": "data analysis",
    "statistical software": "statistics",
    "statistical inference": "statistics",
    "regression analysis": "linear regression",
    "probability and statistics": "statistics",
    "linearregression": "linear regression",
    "gradient descent": "mathematical optimization",
    "newton's method": "mathematical optimization",
    "vector calculus": "multivariable calculus",
    "multivariable calculus": "calculus",
    "numPy": "python",
    "matlab and python": "python",
    "apcs a": "ap computer science a",
    "computer programming": "programming",
    "computational thinking": "programming",
    "code generation": "programming",
    "software development": "software engineering",
    "software engineering": "software development",
    "testing automation": "test automation",
    "unit testing": "test automation",
    "white-box testing techniques": "software testing",
    "black-box testing techniques": "software testing",
    "formal verification": "software testing",
    "test automation": "software testing",
    "cloud computing": "cloud",
    "cloud operations": "cloud",
    "aws cloud": "aws",
    "developing on aws": "aws",
    "deploying asp .net": "web application",
    "security considerations in cloud deployment": "cloud security",
    "solution architecture": "architecture",
    "web development": "web",
    "web interactivty": "web",
    "front-end development": "web development",
    "react (web framework)": "react",
    "jquery": "javascript",
    "hypertext preprocessor (php)": "php",
    "appsheet automation": "appsheet",
    "google sheets": "sheets",
    "no-code application development": "appsheet",
    "adobe photoshop": "photoshop",
    "user experience (ux)": "ux",
    "user experience design (uxd)": "ux design",
    "wireframe": "prototype",
    "figma (design software)": "figma",
    "user interface": "ui",
    "user research": "ux research",
    "a/b testing": "ab testing",
    "live looping": "music",
    "music arrangement": "music",
    "electronic digital instrument": "music",
    "performance technique": "music",
    "business analysis": "business",
    "business strategy": "strategy",
    "corporate strategy": "strategy",
    "marketing communications": "marketing",
    "promotion (marketing)": "promotion",
    "promotional strategies": "promotion",
    "digital marketing": "marketing",
    "media strategy and planning": "marketing",
    "branding": "brand",
    "personal branding": "brand",
    "customer analysis": "marketing",
    "planning": "strategy",
    "social capital": "networking",
    "self-motivation": "motivation",
    "stakeholder communication": "communication",
    "problem-solving proficiency": "problem solving",
    "task prioritization": "time management",
    "de-escalation": "customer service",
    "communication": "business communication",
    "business communication": "communication",
    "writing": "communication",
    "note-taking": "academic writing",
    "academic writing": "writing",
    "oral presentations": "presentations",
    "listening": "communication",
    "management": "strategy",
    "organizational theory": "management",
    "organizational analysis": "management",
    "organizational culture": "management",
    "implementation": "strategy",
    "troubleshooting": "problem solving",
    "migration": "implementation",
    "risk management frameworks": "risk management",
    "audit preparation": "compliance",
    "framework interpretation": "compliance",
    "implementing security controls": "security",
    "understanding compliance standards": "compliance",
    "security governance": "security management",
    "security management": "security",
    "network security": "security",
    "computer security incident management": "security",
    "incident diagnosis": "network troubleshooting",
    "technical support excellence": "technical support",
    "stakeholder analysis": "analysis",
    "public relations": "communications",
    "advertising campaign": "marketing",
    "public administration": "government",
    "federal income tax": "tax",
    "tax accounting": "tax",
    "irs regulations": "tax",
    "pass-through entity taxation": "tax",
    "corporate tax": "tax",
    "depreciation": "tax",
    "amortization": "tax",
    "capital gains and losses": "tax",
    "property taxation": "tax",
    "financial accounting": "accounting",
    "capital budgeting": "finance",
    "corporate finance": "finance",
    "finance": "financial analysis",
    "innovation": "business",
    "competition": "business",
    "reading a patent": "patent analysis",
    "renewable energy": "energy",
    "photovoltaics": "solar energy",
    "pv system design": "solar energy",
    "the solar resource": "solar energy",
    "energy yield simulations": "solar energy",
    "supply chain": "logistics",
    "advanced manufacturing equipment": "manufacturing",
    "design for manufacturability": "manufacturing",
    "reforestation": "conservation",
    "agroforestry": "conservation",
    "conservation science": "conservation",
    "nutrition": "public health",
    "humanitarian": "public health",
    "international law": "law",
    "public health": "health",
    "pharmacology": "medicine",
    "cbd and thc": "cannabis",
    "legality of cannabis": "cannabis",
    "history of cannabis": "cannabis",
    "primary care for patients who are cancer survivors": "primary care",
    "emergency management": "public safety",
    "housing operations": "public safety",
    "well-being promotion": "public health",
    "infection prevention": "public health",
    "justice": "law",
    "american law": "law",
    "environmental protection": "environment",
    "complete streets": "urban planning",
    "urban planning": "city planning",
    "thoroughfare network design": "urban planning",
    "smart streets": "urban planning",
    "stormwater management": "urban planning",
    "plant biology": "biology",
    "genetics": "biology",
    "plant": "biology",
    "ensemble learning": "machine learning",
    "unsupervised learning": "machine learning",
    "reinforcement learning": "machine learning",
    "apriori analysis": "machine learning",
    "advanced regression techniques": "machine learning",
    "monte carlo method": "machine learning",
    "markov decision process": "machine learning",
    "deep learning": "machine learning",
    "ai deployments": "artificial intelligence",
    "ai everywhere": "artificial intelligence",
    "ai capabilities": "artificial intelligence",
    "ai workload": "artificial intelligence",
    "ai pipeline": "artificial intelligence",
    "ai processes": "artificial intelligence",
    "ai software": "artificial intelligence",
    "b2b sales": "sales",
    "customer experience": "customer service",
    "media strategy and planning": "marketing",
    "music": "music",
    "electronic digital instrument": "music",
    "performance technique": "music",
    "live looping": "music",
    "jamovi": "statistical software",
    "frequency distribution": "statistics",
    "graphing": "statistics",
    "core training": "fitness",
    "fitness programming": "fitness",
    "flexibility training": "fitness",
    "cardiovascular training": "fitness",
    "resistance training": "fitness",
    "deaf culture and community": "deaf studies",
    "language-rich environment": "deaf studies",
    "empowered teacher": "deaf studies",
    "accommodations and modifications": "deaf studies",
    "diversity (business)": "diversity",
    "self-awareness": "emotional intelligence",
    "inclusive leadership": "leadership",
    "cloud native": "cloud",
    "devops": "cloud",
    "scrum": "agile",
    "agile": "project management",
    "openshift": "containers",
    "docker": "containers",
    "kubernetes": "containers",
    "containers": "cloud",
    "system programming": "system administration",
    "system administration": "system admin",
    "unix": "linux",
    "db2": "database",
    "jcl": "mainframe",
    "teaching": "education",
    "instructional design": "education",
    "instructional system design": "education",
    "learning and instructional theories": "education",
    "instructional design modeling": "education",
    "analysis for instructional design": "education",
    "formative and summative assessments": "assessment",
    "classroom management": "education",
    "gamification": "education",
    "collaborative learning": "education",
    "practice sifting complex factual information to identify important features and trends": "legal analysis",
    "learn to apply technical legal and policy categories to a range of factual scenarios": "legal analysis",
    "develop proficiency in understanding and working with architectural designs and layout planning.": "architecture",
    "analyze bridges using hand computation methods (pigeaud's, courbon's) and grillage analysis for different bridge types.": "bridge analysis",
    "computer graphics (cg)": "computer graphics",
    "3d computer graphics": "computer graphics",
    "algorithms": "programming",
    "robotics": "engineering",
    "modeling": "machine learning",
    "microsoft azure": "azure",
    "data security": "security",
    "machine learning pipelines": "machine learning",
    "sparkml": "apache spark",
    "apache spark": "spark",
    "keras": "machine learning",
    "build input data pipeline": "machine learning",
    "natural language processing": "machine learning",
    "property taxation": "tax"
}