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Build relational databases in Oracle SQL Developer: create tables with constraints, write joins, subqueries, aggregate and hierarchical queries, and pivot reports from case studies.
Build and evaluate machine learning models in R, applying regression, KNN, decision trees, random forests, and boosting alongside correlation, probability distributions, and hypothesis testing.
Analyze merger types, motives and takeover strategies, value targets with DCF and comparable company analysis, and build merger models with synergies, financing mixes and earn-outs.
Build interactive games in Python: code sprite animation and sound with Pygame, design Tkinter GUIs, and render animated 3D objects with OpenGL.
Work through a real-world case study to analyze vision, mission and objectives, design strategic initiatives and sales overhauls, and evaluate financial restructuring and profit-and-loss projections.
Model a Shrek character in 3ds Max: set up reference images, build eyes, nose, lips and ears, refine facial topology, then model torso, hands and waist.
Advance your Python: manage file reading and writing, design classes and linked lists, build custom exceptions, and apply os, sys, math, json, and re modules.
Build ChatGPT-powered apps: connect Python to the OpenAI API, deploy serverless Azure Functions, automate with Power Automate and Teams, and assemble no-code apps in Bubble.
Analyze datasets in Python: build reusable functions, create scatter plots, histograms and box plots, and apply hypothesis testing, Bayesian inference, regression and gradient descent.
Perform reconnaissance in Kali Linux with Nmap, WHOIS, DNS enumeration and OSINT tools, then evaluate phishing, malware types, rootkits, backdoors and persistence techniques.
Study attacker techniques and defenses: build backdoors and escalate privileges with Meterpreter, run ARP, DNS, DHCP and ICMP spoofing and MITM, and mitigate DoS/DDoS.
Write Bash scripts that automate Linux tasks: use variables, permissions, command-line arguments, redirection and pipes, if-else logic, for/while/until loops, and dialog-based interfaces.
Build three Python projects: a rule-based chatbot with NLTK, an expense manager using HTML, SQL and Bootstrap, and a markup processor with PDF generation.
Model interior furniture in Autodesk 3ds Max: navigate the interface, manipulate and orient 3D objects precisely, then build and assemble a realistic chair step by step.
Model interior spaces in 3DS Max: import DWG floor plans, edit vertices and edges, build walls and window openings, and create a custom sofa.
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