56 career paths, 16 bootcamps, and 173 courses & certification-prep programs. See what each one is, who it's for, and where it leads. Browse below, or download the full catalog to share or review offline.
The full catalog
56
Career paths
16
Live bootcamps
173
Courses & cert-prep
56 career paths · 16 bootcamps · 173 courses & cert-prep programs.
Guided, multi-course tracks that take you to a job-ready outcome.
Product managers and aspiring PMs who want to lead AI products from opportunity to responsible launch.
Analysts who want to turn business data into dashboards and decisions with modern BI tools.
People starting an IT career: learn to support users, fix problems, and run the help desk.
IT professionals ready to run the servers, networks, and systems an organization depends on.
Career-starters who want to turn data into insight, no coding background required.
Technical professionals who want to build the pipelines and platforms that power analytics and AI.
Analysts and engineers who want to model data, run experiments, and drive decisions with science.
Engineers who want to automate the path from code to production and run it reliably.
Engineers who want to build security into the delivery pipeline without slowing it down.
Senior engineers who want to build the internal platforms that make other teams fast.
Engineers who want to build and operate real workloads on Amazon Web Services.
Engineers who want to build and operate real workloads on Microsoft Azure.
Security engineers who want to secure cloud environments and run cloud security operations.
People starting a cloud career: learn the cloud, support its users, and run day-to-day operations with confidence.
Technical professionals who want to build, automate, and operate cloud infrastructure.
Senior engineers ready to design cloud solutions that scale, stay resilient, and fit the business.
Software and data professionals who want to build, train, and ship machine learning models to production.
Engineers who want to automate and operate the machine learning lifecycle at production scale.
Developers who want to build and ship AI-powered products on top of foundation models.
Security analysts moving into AI: learn how AI systems are attacked, then defend and monitor them.
Engineers who want to build the defenses that keep AI and LLM systems safe in production.
Developers who want to build production applications on large language models, from prompting to deployment.
GRC professionals who want to take cloud services through FedRAMP: learn the program, the controls, and the assessment that earns an authorization.
Cloud and security engineers who want to secure and authorize federal workloads under FedRAMP, FISMA, and the Risk Management Framework.
Auditors and GRC professionals moving into AI assurance: govern, audit, and assure AI systems against the emerging standards.
GRC professionals who want to guide defense contractors through CMMC: master NIST 800-171 and run assessments that hold up.
Senior engineers ready to design security into whole systems: set the principles, choose the patterns, and align architecture to business risk.
Analysts and leads stepping up to run the security function: build the team, manage the program, and speak the language of the business.
Aspiring offensive security professionals who want to test systems the way an attacker would, safely and under authorization, then report what they find.
Developers and security engineers who want to build security into software: model threats, write secure code, and stand up an application security program.
Technical defenders who want to design, build, and automate the controls that keep an organization secure.
Analysts who want to run toward the incident: detect, investigate, and recover from real attacks, and stand up the forensic evidence behind them.
Analysts who want to understand the adversary: collect, analyze, and produce intelligence that tells defenders what is coming and why.
Experienced defenders ready to hunt what slips past the tools and engineer the detections that catch it next time.
Career-changers breaking into defensive security through the SOC, monitoring and threat detection, no prior experience needed.
Career-changers entering data protection and privacy, from program fundamentals to breach response, no prior background needed.
Career-changers entering Cybersecurity through governance, risk & compliance, no technical background needed.
People who want to work in a Security Operations Center: monitoring, triaging alerts, and responding to incidents. A hands-on route into blue-team Cybersecurity, no prior experience needed.
Analysts, IT and audit staff who want to specialize in vendor and third-party risk management.
Those who want to build and audit an ISO 27001 ISMS: a globally recognized route into GRC and information-security management.
Those targeting federal information-system security roles, running the NIST RMF and assessing controls toward an authorization.
Analysts and audit staff who want to plan and run IT audits across NIST, ISO, SOX and COBIT.
Those targeting U.S. government and defense-contractor roles handling controlled information.
GRC professionals future-proofing into the fast-growing field of AI governance and risk.
People moving into cloud security and compliance, bringing security or IT awareness into AWS and Azure environments. A practical route that pairs cloud fundamentals with security and governance.
People-people who want a career in hiring: recruiters, coordinators and career-changers who are great with humans and want a seat in talent, no HR background needed.
Organized, detail-loving people who want to keep organizations fair and out of trouble: HR compliance, people operations and corporate compliance careers, no legal background needed.
Methodical people who want a hands-on defensive security career finding, prioritizing and driving out weakness across an entire estate, no prior security job required.
People who like systems, order and getting access exactly right: a route into one of security's most in-demand specialisms, from service desk or career change.
The on-ramp into defensive security: methodical people who want to find weaknesses, chase them down with owners and prove the risk went away. No prior security job needed.
Deeply curious people who want to understand why software fails and help fix it at the source, working inside authorized scope and responsible disclosure. The most technical route in this catalog.
Organized people, often coming from the service desk, who want into one of security's most in-demand specialisms without needing to code.
Organizers and coordinators who want a portable, well-paid career running projects, in technology or beyond. No technical background required.
People-focused organizers who want to lead agile delivery teams: facilitation, unblocking and continuous improvement rather than command and control.
Hands-on people who want to build and run the networks everything else depends on. The most durable infrastructure career, and the ladder security roles stand on.
Curious people who want to genuinely understand artificial intelligence and build a career with it, whether you are coming from a technical background or none at all.
Cohort-based, instructor-led programs with labs and a portfolio.
A role-based bootcamp that walks you through the entire NIST Risk Management Framework, from Prepare to Monitor, building the real artifacts (SSP, SAP, SAR, POA&M) federal employers expect. Finish with a portfolio and the language of the job.
Portfolio: Mini SSP · Security categorization memo · POA&M
A hands-on bootcamp that takes you through building an ISMS end to end (scope, risk treatment, Statement of Applicability, policies and ISO 27002 controls), ready for certification and a real implementation role.
Portfolio: ISO scope statement · Risk assessment workbook · Statement of Applicability
Learn to plan and run ISO 27001 audits (clause-by-clause logic, evidence collection, finding writing and CAPA) and finish ready for internal and lead-auditor support roles.
Portfolio: Internal audit plan · Audit checklist · Findings report
Master the full third-party risk lifecycle (intake, inherent risk, vendor assessments, evidence review, decisions and monitoring) with a portfolio of real vendor work.
Portfolio: Inherent Risk Questionnaire · Vendor Risk Assessment · Vendor assessment summary
Learn IT audit end to end (planning, control testing, evidence review, findings and reporting across NIST, ISO, SOX and COBIT) and finish with an audit portfolio.
Portfolio: Audit plan · Test script · Findings memo
Prepare for defense-contractor compliance (DFARS, NIST 800-171, SSP and POA&M, the CMMC assessment process and SPRS), ready for CMMC analyst and CCP/CCA pathways.
Portfolio: CMMC readiness summary · SSP sample · POA&M sample
The bootcamp for the AI era: govern AI to NIST AI RMF, ISO/IEC 42001 and the EU AI Act, and actually use AI, hands-on, to do the work. You leave able to both certify and operate responsible AI.
Portfolio: AI system inventory · AI risk assessment (NIST AI RMF) · AI governance policy
A role-based bootcamp that takes you from cloud fundamentals to securing and governing real AWS and Azure environments: identity, posture management, encryption, logging, and mapping compliance frameworks onto the cloud. Finish with a portfolio and the language of the job.
Portfolio: Cloud architecture diagram · IAM & least-privilege design · CSPM posture review
Three flagship bootcamps in one self-paced, 6-week (42-day) program: run the full NIST RMF as an ISSO / security assessor, assess third-party vendors, then implement an ISO 27001 ISMS, with hands-on labs, three capstones, an integrated capstone, and a curated day-by-day plan.
Portfolio: ISMS package (risk register, SoA, control evidence) · SSP + POA&M + authorization summary · Vendor risk assessment + decision package
A 14-module, self-paced program covering the Epic EHR platform an Epic Analyst actually works in: clinical, revenue cycle, ancillary and pharmacy modules, the Tapestry payer side, security and access provisioning, interoperability and the interface engine, reporting, and full implementation methodology, with HIPAA and audit readiness built in throughout. Teaches Epic concepts and job-readiness skills; it does not grant official Epic Systems certification, which requires Epic-sponsored training.
Portfolio: Epic security and access-provisioning plan mapped to the HIPAA Security Rule · Interoperability (HL7/FHIR) memo · Go-live readiness checklist and post-go-live optimization plan
A 14-module, self-paced program covering all ten project management knowledge areas, the People, Process and Business Environment domains, and agile and hybrid delivery, with worked math for schedule, cost and risk and a full mock project capstone. Prepares you for the PMP exam; it does not grant the PMP credential, which is issued only by PMI after you meet their eligibility requirements and pass their exam.
Portfolio: Project charter and stakeholder register · Schedule network diagram with critical path · Earned value cost analysis
A 15-module, self-paced program covering privacy law and practice across three jurisdictions: EU GDPR in depth, UK GDPR with the Data Protection Act 2018 and the ICO, US CCPA/CPRA and the state patchwork, plus privacy program management, privacy engineering, breach response, and IAPP exam preparation. Prepares you for the IAPP exams (CIPP, CIPM, CIPT); it does not grant those credentials, which are issued only by the IAPP after you pass their exam.
Portfolio: Global privacy compliance map · Full Data Protection Impact Assessment · Cross-border transfer analysis
A role-based bootcamp that takes you through the entire hiring engine: sourcing, structured interviews, offers, employer brand, inclusive hiring and TA analytics, finishing with a full search portfolio employers can inspect.
Portfolio: Intake job brief · Sourcing plan with outreach samples · Structured interview scorecard
A role-based bootcamp covering both sides of workplace compliance: the employment-law guardrails HR lives by, and the corporate compliance and ethics programs regulators expect, finishing with a compliance program pack you can show employers.
Portfolio: HR compliance gap assessment · Investigation plan & report template · Policy & handbook framework
A role-based bootcamp that takes you from first asset inventory to a running exposure management program: safe scanning, defensible prioritization, remediation that actually closes, and the automation and metrics that make it scale.
Portfolio: Asset coverage and attack surface map · Prioritization model with SLA matrix · Remediation and exception workflow
A role-based bootcamp through one of security's most in-demand specialisms: authentication and access models, the identity lifecycle, federation and single sign-on, identity governance, privileged access, and the machine identities nobody is watching.
Portfolio: Role model and access matrix · Joiner-mover-leaver workflow design · Federation design for partners
Short, focused certifications grouped by track. Filter by entry level or search to jump to one.
Start here, no background needed
Beginner
The core concepts, threats and defenses: your on-ramp into a Cybersecurity career.
Beginner → Intermediate
Governance, risk & compliance from the ground up: policies, risk registers, control mapping, audit readiness.
Beginner
The full 9-week, job-focused GRC bootcamp, self-paced: frameworks, RMF, IT auditing, TPRM, SOC 2, ISO 27001, a portfolio and interview prep. No technical background needed.
Specialize in the core frameworks
Intermediate
Step up from doing security to leading it: build the team, stand up the program, and make the business listen.
Advanced
Run the security function like a business: people, risk, metrics, and money.
Advanced
Set the strategy, win the boardroom, and lead your team through the worst day.
Intermediate
Plan and run internal audits against Annex A: scoping, evidence, findings and reporting.
Intermediate
Take an organization from gap assessment to audit-ready against the Trust Services Criteria.
Beginner → Intermediate
Control design and testing, evidence collection, and working effectively with auditors.
Intermediate
The 12 requirements, scoping a cardholder data environment, and maintaining compliance.
Beginner
Write the policies, standards and procedures that pass audits and actually get used.
Advanced
Advanced controls testing and assurance across multiple frameworks for senior audit roles.
Intermediate
The HIPAA Security and Privacy Rules in practice: safeguards, risk analysis, BAAs and breach notification for healthcare data.
Beginner → Intermediate
Use CSF 2.0 to assess and improve a security program (Govern, Identify, Protect, Detect, Respond, Recover) and build a profile and roadmap.
Manage vendors, continuity and incidents
Beginner → Intermediate
The full vendor lifecycle: due diligence, SIG/CAIQ, SOC 2 review, scoring and monitoring.
Intermediate
Design, complete and analyze security questionnaires, and turn answers into real risk decisions.
Intermediate
Build and test BCP/DR plans: business impact analysis, RTO/RPO, and recovery strategies.
Intermediate
Detection-to-reporting workflows, regulatory notification, and post-incident governance.
Data protection and securing the cloud
Beginner
Break into privacy: the principles, data skills, and laws behind every privacy program.
Intermediate
Turn data subject rights into operations you can run, from intake to fulfilment.
Intermediate
When the 72-hour clock starts, be the analyst who knows exactly what to do.
Intermediate
Lawful processing, data subject rights, DPIAs and building a working privacy program.
Intermediate
Shared-responsibility, cloud controls and mapping compliance across the major providers.
Intermediate
Bake security and governance into the software lifecycle, from design to deployment.
Intermediate
Meet the EU's tightening cyber rules: NIS2 for essential entities and DORA for financial services, covering scope, obligations and incident reporting.
Government and defense-contractor pathways
Beginner
Your on-ramp to FedRAMP and federal cloud authorization.
Intermediate
Master the controls, baselines, and SSP behind every FedRAMP authorization.
Intermediate
Earn a FedRAMP authorization, then keep it alive month after month.
Intermediate
Know the rules, run the framework, draw the boundary.
Advanced
Secure federal cloud workloads that earn their authorization and keep it.
Advanced
Drive a federal cloud system from categorization to a signed ATO, then keep it authorized.
Beginner
Your plain-English map to the CMMC program, from the data it protects to the people who assess you.
Intermediate
All 110 NIST 800-171 controls, in depth: scope the environment, assess each one against its objectives, and write the documents an assessor will accept.
Intermediate
Guide defense contractors from their first gap assessment to a certificate they earned.
Intermediate
Protect CUI and prepare defense contractors for CMMC assessment against NIST 800-171.
Intermediate → Advanced
The day-to-day ISSO role: system security plans, POA&Ms, continuous monitoring.
Intermediate
Run the Risk Management Framework end to end: categorize, select, implement, assess, authorize, monitor.
Intermediate
How cloud services earn and keep a FedRAMP authorization: baselines, the SSP, 3PAO assessment, the ATO and continuous monitoring.
The future-facing and leadership tracks
Intermediate
Find the AI bets worth making, and prove they are feasible before you build.
Intermediate
Ship AI products people actually trust, from raw data to a measured, shipped feature.
Advanced
Ship AI products that earn trust and move the business.
Intermediate
From a fuzzy business ask to a model you can prove actually works.
Advanced
Go past .fit(): pick the right model family, tune it hard, and prove it generalizes.
Advanced
Get your model out of the notebook and serving real production traffic.
Intermediate
Ship machine learning like real software: reproducible, reliable, and ready for production.
Advanced
Stop shipping models by hand. Build the orchestrated, tracked, and tested pipelines that move a model from commit to production on their own.
Advanced
The model shipped: keep it fast, watched, retrained, and accountable under real traffic.
Intermediate
Step into the AI engineer's job: the modern stack, foundation-model APIs, and the call to build or buy.
Intermediate
Turn a raw language model into an AI product people can trust.
Advanced
Ship AI features that stay fast, cheap, and safe when real traffic hits.
Intermediate
Know how AI systems get attacked, and how to defend them.
Intermediate
Break, defend, and red-team LLM systems the way a working AI security analyst does.
Intermediate
Run security operations for AI in production: monitor live models, respond to AI incidents, and secure the pipeline that ships them.
Intermediate
Engineer security into AI systems from the data pipeline to the deployed model.
Advanced
Build the guardrails, model hardening, RAG defenses, and secret controls that keep production AI safe under attack.
Advanced
Secure the ML pipeline end to end: trust no model or artifact you cannot verify.
Beginner
From next-token prediction to your first working API call.
Intermediate
Go past the prompt: build the retrieval, tools, and agents that turn a raw language model into production software.
Advanced
Ship LLM systems that hold up under real users, real traffic, and a real budget.
Beginner
From AI risk to audit-ready assurance, one framework at a time.
Intermediate
From black box to audit trail.
Intermediate
Turn AI risk into assurance you can prove.
Intermediate
Govern AI systems: risk, regulation, and controls for responsible, compliant AI.
Executive
Board-level cyber governance and strategic risk, for leaders accountable for security.
Beginner → Intermediate
Design awareness and phishing-simulation programs that actually change behavior.
Beginner
What LLMs really are and how to use them well: a practical, hands-on intro for non-engineers who want to work confidently with AI.
Beginner → Intermediate
Write prompts that get reliable results: draft policies, summarize evidence, and accelerate GRC work with AI, safely and repeatably.
Intermediate
Put AI to work in the real workflow: accelerate risk assessments, control mapping, audit prep and evidence review with the tools, guardrails and prompts that hold up.
Intermediate
Secure AI systems against prompt injection, data leakage, model and supply-chain risk: the practical threats behind every LLM deployment.
Intermediate
Stand up an AI Management System (AIMS) to ISO/IEC 42001: scope, AI risk, controls and the documentation an auditor expects.
Intermediate → Advanced
Assess and audit AI systems using the NIST AI Risk Management Framework: model cards, bias and robustness checks, and an AI governance evidence pack.
AWS, Azure, and securing the cloud
Intermediate
Break the wall between dev and ops, and move code to production with confidence.
Intermediate
Ship on demand, safely: design CI/CD pipelines in GitHub Actions and Jenkins, automate the build, test and deploy stages, containerize with Docker, and manage infrastructure as code.
Advanced
Ship fast and stay up: run production like a site reliability engineer.
Intermediate
Bake security into the pipeline so speed and safety stop fighting.
Advanced
Make your pipeline enforce security on every commit, from source code to infrastructure.
Advanced
Ship only what you can prove: sign every artifact, harden the cluster, watch the runtime, and make compliance check itself.
Intermediate
Build the internal platform your developers actually want to use. Turn scattered tooling into golden paths, self-service, and a developer experience that helps teams ship faster.
Advanced
Build the paved road your developers ship on.
Advanced
Operate the internal platform hundreds of engineers depend on, and prove it earns its keep.
Beginner
Start from zero and launch real infrastructure on AWS, in the console and from the command line.
Intermediate
Run it, connect it, store it, then define the whole stack in code.
Intermediate
See it, secure it, scale it, and stop overpaying for it.
Beginner
Build your first real Azure environment: network, compute, storage, and identity, driven from the portal and the CLI.
Intermediate
Build real workloads on Azure: virtual machines, containers, networks, databases, and infrastructure as code.
Intermediate
Run Azure workloads like an engineer on call: monitor them, secure them, scale them, and keep them on budget.
Intermediate
Secure your side of the cloud, from identity to continuous posture.
Advanced
Engineer cloud workloads that contain a breach: segment the network, harden the containers, manage the keys, and encrypt everything.
Advanced
See it, detect it, contain it, prove it. Run security operations at cloud speed, across infrastructure you never physically touch.
Beginner
The plain-English on-ramp to a cloud support desk. Learn what the cloud is, its core service categories, and who is responsible for what.
Beginner
Get job-ready for the cloud support desk: accounts, billing, troubleshooting, and the ticket queue.
Beginner
Keep cloud systems running: monitor, secure, back up, and escalate the way real support teams do.
Intermediate
Build cloud infrastructure that scales, survives failure, and stays on budget.
Intermediate
Define it in code, design the network, scale it without waste.
Intermediate
Run cloud systems that stay up, and know exactly what to do when they do not.
Intermediate
Design cloud systems that scale, stay resilient, and pass a well-architected review.
Advanced
Turn a business problem into a cloud architecture that scales under load, survives failure, and respects the budget.
Advanced
Govern it, structure it, secure it, and defend every trade-off.
Beginner
What the cloud really is: the shared-responsibility model, core compute, storage and networking, and how AWS and Azure compare. No background needed.
Beginner
Prepare for the AWS Certified Cloud Practitioner exam: core AWS services, pricing, security, and the well-architected basics employers expect.
Intermediate
Design resilient, secure and cost-effective AWS architectures, and prepare for the Solutions Architect Associate exam.
Beginner
Prepare for the Azure Fundamentals exam: core Azure services, governance, pricing and cloud concepts on Microsoft's platform.
Intermediate
Manage Azure identities, governance, storage, compute and networking, and prepare for the Azure Administrator exam.
Intermediate
Secure and govern AWS and Azure: IAM, posture management (CSPM), encryption and key management, logging, CIS Benchmarks, and mapping NIST, CMMC, FedRAMP and ISO 27001 controls onto the cloud.
Beginner
Prepare for the Google Cloud Digital Leader exam: cloud value, infrastructure and app modernization, data and AI, and trust and security on Google Cloud.
Intermediate
Prepare for the Google Associate Cloud Engineer exam: deploying and managing Google Cloud resources across compute, storage, networking, IAM and operations.
Cyber investigations, OSINT, forensics and intelligence
Beginner
From first alert to lessons learned: handle a security incident the way real teams do.
Intermediate
Acquire the evidence, reconstruct the timeline, and prove what happened.
Intermediate
Handle real incidents end to end, from the first alert to the lessons-learned review.
Beginner
Turn raw threat data into intelligence that drives decisions.
Intermediate
Collect from every source, test your thinking, and reach threat judgments that hold up.
Intermediate
Finish the intelligence cycle: write it well, share it fast, and brief it with confidence.
Intermediate
Stop waiting for alerts. Hunt the threats your tools miss: form a hypothesis, dig through your own data, and turn every find into a detection that lasts.
Advanced
Engineer detections as code: write and tune rules that catch real attackers, and prove they hold up under adversary emulation.
Advanced
Go beyond the alert queue: hunt across endpoint, cloud, and identity; emulate real adversaries to test your coverage; and run the purple-team loop that turns findings into detections that stick.
Beginner
Break into the SOC: read security logs, then triage, escalate and hand over alerts like a working analyst.
Intermediate
Spot the attacker on the wire and on the host, and turn raw telemetry into detections you can act on.
Intermediate
Work an alert the way a SOC does: detection logic mapped to MITRE ATT&CK, triage that separates real threats from noise, and the report that closes it out.
Beginner
Your entry point into cyber investigations: lawful online research, digital evidence, OSINT and social media intelligence, and building a well-documented case. No coding required.
Intermediate
Trace illicit cryptocurrency: how blockchains and wallets work, following the money on a public ledger, lawful seizure and chain of custody, and courtroom-ready reporting.
Intermediate
A victim-centered, trauma-informed grounding in recognizing, lawfully investigating, and responding to human trafficking, with legal frameworks and victim support.
Intermediate
Prevent, assess, and respond to workplace violence: build a program, run behavioral threat assessments, investigate incidents, and meet employer legal duties.
Advanced
Use AI in investigative work responsibly: what the tools really do, where they help and fail, verifying outputs, and staying lawful and bias-aware.
Intermediate
Turn raw information into defensible intelligence: the intelligence cycle, collection disciplines, OSINT tradecraft, structured analysis, and clear reporting.
Advanced
Investigate lawfully across the open web and social platforms: OSINT and SOCMINT fundamentals, search and monitoring, safe research hygiene, and defensible documentation.
Advanced
The full craft of professional investigation: methodology, evidence and chain of custody, interviewing, specialized cases, digital tools, and courtroom readiness.
Intermediate
Read behavior to support investigations the right way: crime scene and behavioral analysis, victimology, interviewing, and expert testimony, grounded in ethics.
Beginner
Lead with integrity and influence: self-leadership, trust and credibility, developing people, sound decisions, and building a lasting, service-oriented legacy.
People operations, talent and ethics careers
Beginner
Run the full hiring cycle like a professional: sourcing, screening, structured interviews, offers and the metrics that prove your desk works.
Intermediate
Move from filling roles to building the hiring engine: workforce planning, employer brand, structured hiring, inclusive process and TA analytics.
Beginner
Keep an employer out of trouble: hiring law, pay and leave, investigations, handbooks and records, taught through one running company.
Intermediate
Build and run a corporate compliance program: code of conduct, risk assessment, third parties, training, speak-up channels and board reporting.
Exposure management and identity access careers
Intermediate
Design security in from the blueprint, and defend every tradeoff.
Advanced
Stop bolting security on: design it in from the first diagram.
Advanced
Stop bolting security on after the fact. Architect it into how the enterprise runs.
Intermediate
Think like an attacker. Test like a professional.
Advanced
From first foothold to full domain compromise, all inside an authorized lab.
Advanced
Break web apps like an attacker. Then report like a pro.
Intermediate
Find and fix the flaws before attackers do.
Advanced
Find flaws before attackers do, and ship code you can trust.
Advanced
Stop firefighting vulnerabilities. Build an application security program that scales.
Intermediate
Engineer security that survives real attacks, not just audits.
Intermediate
Build the security control stack, from identity to detection.
Advanced
Stop doing security by hand. Start engineering it to scale.
Beginner
Run the vulnerability lifecycle end to end: asset discovery, scanning, prioritization that goes beyond raw scores, remediation and the metrics leaders trust.
Advanced
Build the machine, not just the scans: scanning platforms, vulnerability data engineering, automation, and safe assessment of cloud, containers and operational technology.
Beginner
The foundation of identity work: authentication, authorization models, directories and single sign-on, the joiner-mover-leaver lifecycle and access governance.
Advanced
Engineer identity at scale: zero trust architecture, federation, identity governance platforms, privileged access, and the machine identities that now outnumber people.
Advanced
Research software weaknesses responsibly: authorization and law, safe labs, methodology, severity, coordinated disclosure and the CVE process.
Run projects and lead agile delivery teams
Beginner
Run a real project end to end: charter, scope, schedule, risk, stakeholders and the status reporting that surfaces problems early.
Beginner
Facilitate, coach and unblock an agile team: the Scrum framework applied to a team whose ceremonies stopped working.
Understand AI, prompt it well, and build a career with it
Beginner
Understand what artificial intelligence really is, how it learns, where it fails, and how to use it well. No technical background needed.
Beginner
Prompting as a real craft: structure, context, patterns that produce reliable output, and how to fix it when the answer is wrong.
Advanced
Genuinely understand these systems: tokens, context, embeddings, retrieval, fine-tuning, agents and evaluation. No mathematics or coding required.
Intermediate
Turn AI fluency into a job: the roles that actually exist, the skills that get hired, real projects, and a portfolio that shows judgment.
Analyze data, build pipelines, and do data science
Beginner
Turn raw data into KPIs, dashboards, and decisions the business trusts.
Intermediate
From raw tables to dashboards that drive decisions.
Intermediate
Turn analysis into decisions people act on.
Beginner
Turn raw data into decisions people can trust.
Beginner
The two tools every data analyst lives in. Pull answers out of a database with SQL, crunch them in spreadsheets, and clean messy data so people can actually trust the numbers.
Intermediate
Charts that inform, dashboards that guide, stories that move the decision.
Intermediate
Turn raw, messy data into reliable pipelines and tables teams can trust.
Advanced
From raw sources to trusted tables: production pipelines with SQL, Python, dbt, and Airflow
Advanced
Run cloud warehouses, lakehouses, and streaming pipelines, and prove the data is right.
Intermediate
From a raw CSV to a finding you can defend: the process, statistics, and Python under the data scientist's job.
Advanced
Go past fit and predict: build models with scikit-learn and prove they hold up under real evaluation.
Advanced
Run the experiment, tell the story, ship the model, own the impact.
Support users, run systems, and administer infrastructure
Beginner
Get job-ready for the help desk: the hardware, the operating systems, the ticket queue, and the people you help.
Beginner
Turn "I can't connect" into a confident fix. Learn a repeatable troubleshooting method and the networking basics (IP, DNS, and DHCP) that every IT support desk runs on.
Beginner
Fix the ticket. Secure the device. Keep users working.
Beginner
Get job-ready to administer Windows and Linux: users, permissions, file systems, and the services that keep them up.
Intermediate
Run the servers, directories, and services every network depends on.
Intermediate
Script the toil away, so systems stay patched, backed up, and watched.