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{ "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"
}
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