Courses
87 courses, checked on the provider's page
Titles, hours and prices verified on 16 September 2026, not scraped from a listicle. Each one is tied to the roadmap step it serves. Some links are affiliate links; see the disclosure.
Coursera · GoogleGoogle Data Analytics Professional CertificateThe highest-enrolled analytics credential anywhere (3.8M learners, 4.8 rating) and the only one with a 150+ employer hiring consortium attached, so it doubles as a resume signal recruiters already recognize.Coursera · GoogleGoogle Advanced Data Analytics Professional CertificateThe natural second step after the beginner Google cert: it adds the Python, statistics and regression work that separates a $70k analyst from a $120k data scientist.Coursera · GoogleGoogle Business Intelligence Professional CertificateAt 55 hours it is the fastest credible path from analyst to BI developer, and BI roles pay roughly 20-30% more than generalist analyst roles for the same SQL skills.Coursera · IBMIBM Data Analyst Professional CertificateHeavier on Excel and Python than the Google cert and carries an ACE recommendation for up to 12 college credits, which matters if you are also chasing a degree.Coursera · MetaMeta Data Analyst Professional CertificateThe statistics module is genuinely stronger than Google's beginner track, and the product-analytics framing maps directly onto how consumer tech companies interview analysts.Coursera · MicrosoftMicrosoft Power BI Data Analyst Professional CertificatePower BI is the default BI tool at most non-tech employers, and this is the only major cert that bundles a 50% discount on the official PL-300 exam.DataCamp · DataCampData Analyst in PythonBrowser-based coding with instant feedback means you actually write code from hour one, unlike video-first certificates where beginners stall.Coursera · University of California, DavisLearn SQL Basics for Data Science SpecializationSQL is the single most-tested skill in analyst interviews, and this specialization ends with a 35-hour capstone on real distributed data rather than toy tables.Coursera · University of California, DavisData Visualization with Tableau SpecializationBuilt with Tableau itself and ends in an executive-level presentation project, which is the portfolio piece hiring managers actually click on.Coursera · IBMIBM Data Science Professional CertificateThe broadest zero-to-portfolio data science program with nearly a million enrollments, and it ships with ACE and FIBAA credit recommendations.Coursera · Johns Hopkins UniversityData Science SpecializationThe most statistically rigorous of the big data science programs; take it if you want to be able to defend your model choices, not just call .fit().Coursera · University of MichiganApplied Data Science with Python SpecializationAssumes you can already code and moves fast, so it is the efficient choice for career-changers coming from engineering or quantitative degrees.DataCamp · DataCampAssociate Data Scientist in Python23 short hands-on courses that map to DataCamp's own certification exam, so the path to a testable credential is explicit.Coursera · University of MichiganStatistics with Python SpecializationThe cheapest way to fix the statistics gap that sinks most bootcamp graduates in data science and actuarial interviews.Coursera · Stanford Online and DeepLearning.AIMachine Learning SpecializationAndrew Ng's rebuilt course holds a 4.9 rating across 39,000+ reviews, the highest of any ML program at scale, and it is still the reference every hiring manager assumes you took.Coursera · DeepLearning.AIDeep Learning SpecializationStill the clearest explanation of backpropagation and architecture design available, and the one million enrollments mean every interviewer knows exactly what you covered.Coursera · DeepLearning.AIMachine Learning in ProductionEleven hours that cover the gap almost every ML candidate has: what happens to a model after the notebook, which is the entire job at a senior level.Coursera · DeepLearning.AINatural Language Processing SpecializationBuilds attention and transformer mechanics from first principles, which is what separates an AI engineer from someone who only calls an API.Coursera · DeepLearning.AIDeepLearning.AI TensorFlow Developer Professional CertificateThe most practical implementation-focused ML cert: four courses, all code, and it maps to the TensorFlow Developer Certificate exam.Coursera · Imperial College LondonMathematics for Machine Learning SpecializationThe prerequisite everyone skips: three courses that make the notation in every ML and quant paper readable instead of intimidating.Coursera · IBMIBM AI Engineering Professional CertificateThe only large-enrollment AI cert that covers both classical deep learning and the LLM stack (LangChain, RAG, vector DBs) in one 13-course sequence.Coursera · IBMIBM RAG and Agentic AI Professional CertificateThe most current agentic-AI curriculum on a major platform, covering LangGraph, CrewAI and MCP, which is exactly what 2026 AI engineer job postings list.Coursera · IBMGenerative AI Fundamentals SpecializationA 39-hour on-ramp for people who need working fluency in generative AI without a deep learning background first.Coursera · DeepLearning.AIGenerative AI for EveryoneSix hours from Andrew Ng that give you the vocabulary to talk credibly about AI in any interview, which is why 831,000 people have taken it.Coursera · University of MichiganPython for Everybody SpecializationTwo million enrollments at a 4.8 rating from 280,000 reviews; Chuck Severance's pacing is the reason absolute beginners actually finish this one.edX · Harvard UniversityCS50's Introduction to Computer ScienceThe single best free CS foundation: about two-thirds of CS50 students have never taken a CS course, and the C-first approach builds the mental model bootcamps skip.Coursera · MetaMeta Front-End Developer Professional CertificateReact taught by the company that built React, plus a dedicated technical-interview course at the end.Coursera · MetaMeta Back-End Developer Professional CertificateBack-end roles are less saturated than front-end at the junior level, and this covers Django plus API design in one 224-hour sequence.Coursera · IBMIBM Full Stack Software Developer Professional CertificateThe only beginner full-stack cert that also teaches containers and Kubernetes, which is what makes a junior developer deployable on a real team.Coursera · MicrosoftMicrosoft Full-Stack Developer Professional CertificateThe C#/.NET path into enterprise, finance and government engineering jobs, where the talent pool is thinner and salaries hold up better than in JavaScript.Coursera · University of California San DiegoData Structures and Algorithms SpecializationNearly 100 graded coding problems rather than lecture videos, which is the only preparation that actually transfers to a technical interview.Coursera · University of LondonIntroduction to Computer Science and Programming SpecializationA gentler 41-hour alternative to CS50 for people who bounced off C; it stacks toward the University of London BSc if you later want the degree.Coursera · GoogleGoogle IT Support Professional CertificateThe standard first rung into tech with no degree: 2.2M enrollments, aligned to CompTIA A+, and ACE-approved for up to 15 college credits.Coursera · Amazon Web ServicesAWS Cloud Solutions Architect Professional CertificateWritten by AWS and mapped to the Solutions Architect Associate exam, with 15 hands-on labs; that certification is the highest-ROI single exam in cloud.Coursera · Amazon Web ServicesAWS Fundamentals SpecializationFifty hours and a 4.8 rating across 323,000 learners: the cheapest way to find out whether cloud work suits you before committing to a certification.Coursera · Amazon Web ServicesAWS Cloud Technology Consultant Professional CertificatePairs AWS technical depth with the client-facing skills consultancies screen for, across 18 hands-on labs and a Well-Architected capstone.Coursera · IBMIBM DevOps and Software Engineering Professional CertificateFifteen courses covering the full DevOps toolchain with ACE credit for up to 18 college credits, which no competing DevOps program offers.Coursera · Google CloudPreparing for Google Cloud Certification: Cloud DevOps Engineer Professional CertificateForty-two hours with Qwiklabs hands-on environments and a direct path to the Google Cloud Professional DevOps Engineer exam, one of the best-paid cloud certs.Coursera · Google CloudArchitecting with Google Compute Engine SpecializationTwenty-six focused hours; the fastest credible way to add a second cloud to an AWS-heavy resume, which is what senior infrastructure roles ask for.Coursera · Google CloudPreparing for Google Cloud Certification: Cloud Data Engineer Professional CertificateData engineering pays more than analytics for the same SQL foundation, and this 33-hour cert maps straight to the GCP Professional Data Engineer exam.Coursera · GoogleGoogle Cybersecurity Professional CertificateThe largest entry-level security program by a wide margin (1.6M learners, 4.8 rating) and it targets the SOC analyst role specifically rather than generic security theory.Coursera · IBMIBM Cybersecurity Analyst Professional CertificateFourteen courses that explicitly prepare for CompTIA Security+, the certification most US security job postings name, plus ACE credit for up to 10 credits.Coursera · MicrosoftMicrosoft Cybersecurity Analyst Professional CertificateMost corporate security teams run on Microsoft tooling; this is the only major cert built around Azure AD and Defender with an SC-900 exam discount included.Coursera · Google CloudGoogle Cloud Cybersecurity Professional CertificateCloud security analysts out-earn on-prem SOC analysts; this 94-hour cert is the shortest bridge between the two if you already hold a general security cert.other · ISC2Certified in Cybersecurity (CC)The only entry-level certification from ISC2, the body behind CISSP, and it requires no work experience, so it is the credential to hold while you build toward CISSP.Coursera · GoogleGoogle UX Design Professional CertificateYou finish with three portfolio case studies, which is the actual hiring requirement in UX; no other beginner program at this scale forces that output.Coursera · California Institute of the ArtsUI / UX Design SpecializationStronger on visual craft than Google's cert, which is the gap that gets UX portfolios rejected once the research work is already solid.Coursera · University of California San DiegoInteraction Design SpecializationThe academic depth option: it includes a full course on designing and analyzing experiments, which is what senior UX researcher roles actually test.Coursera · University of VirginiaDigital Product Management SpecializationAlex Cowan's hypothesis-driven framing is the closest a course gets to how PM interviews are actually scored at product-led companies.Coursera · IBMIBM Product Manager Professional CertificateThe only PM certificate that includes a mock Certified Product Manager exam plus ACE credit for up to 9 college credits.Coursera · University of VirginiaAgile Development SpecializationForty-six hours that turn 'I know Scrum vocabulary' into 'I have run a sprint', which is the difference interviewers probe for.Coursera · GoogleGoogle Project Management Professional Certificate2.8M enrollments, a 4.8 rating from 145,000 reviews, and Google reports 75% of graduates see a positive career outcome within six months.Udemy · Andrew Ramdayal / TIA EducationPMP Exam Prep Course 35 PDUs/Hours Updated for the 2026 ExamIt satisfies the mandatory 35 contact hours for the PMP application and has 521,000 students at 4.7 from 159,000 ratings, far more than any competing PMP course.Coursera · University of Illinois Urbana-ChampaignStrategic Leadership and Management SpecializationA 4.8 rating across 10,500 reviews and real MBA-level strategy content; it stacks toward the Illinois iMBA if you decide to go further.Coursera · University of Pennsylvania (Wharton)Business Foundations SpecializationActual Wharton faculty covering the five MBA core subjects in 78 hours; the cheapest way to get business literacy before a consulting or banking interview.other · RocketBlocksRocketBlocks Consulting Interview PrepDrill-based rather than video-based: you practice the specific micro-skills (math, structuring, exhibits) that case interviews score, at a fraction of coaching prices.other · Management ConsultedManagement Consulted Case Interview CoachingLive mock cases with ex-MBB interviewers are the only thing that reliably fixes delivery problems; buy this last, after you have drilled the fundamentals cheaply.Coursera · Salesforce and SV AcademySalesforce Sales Development Representative Professional CertificateBuilt with SV Academy, which places SDRs directly, and it ends with a portfolio and personal-brand package rather than just a certificate.Coursera · Salesforce and PathstreamSalesforce Sales Operations Professional CertificateSales ops roles pay close to SDR OTE without the quota pressure, and hands-on Sales Cloud work is the specific skill those postings require.Coursera · West Virginia UniversitySales Operations/Management SpecializationThe only structured course on the management side of sales (quotas, territories, comp plans), which is what you need to move from SDR to team lead.Wall Street Prep · Wall Street PrepWall Street Prep Premium PackageThe package bulge-bracket banks actually license for their own analyst training; the LBO and M&A modules are more rigorous than anything on a subscription platform.CFI · Corporate Finance InstituteFinancial Modeling & Valuation Analyst (FMVA) CertificationForty-four courses and 4.9 stars from 36,849 ratings for under $400 a year, and the annual plan also unlocks the FPAP certification and 575+ CPE credits.Coursera · University of Pennsylvania (Wharton)Business and Financial Modeling SpecializationWharton branding on your resume for the price of a Coursera subscription, and the spreadsheet discipline it teaches transfers directly to banking analyst work.Coursera · University of Pennsylvania (Wharton)Introduction to Corporate FinanceNine hours from Michael Roberts that cover the exact DCF and NPV mechanics every finance interview opens with.Coursera · University of Pennsylvania (Wharton)Introduction to Finance and Accounting SpecializationCombines the accounting and finance halves that most candidates learn separately and badly; 56 hours is enough to read a 10-K properly.Coursera · University of Illinois Urbana-ChampaignFinancial Management SpecializationThe most complete free-to-audit finance sequence on Coursera: 111 hours spanning accounting, investments and corporate finance, all Illinois iMBA content.Coursera · Università BocconiPrivate Equity and Venture Capital334,000 enrollments at 4.8: the clearest free explanation of how PE and VC funds are actually structured, taxed and governed.Coursera · University of Geneva (with UBS)Investment Management SpecializationCo-taught with UBS practitioners and ends with a five-year client wealth-planning case, which is exactly the deliverable a CFP candidate must be able to produce.Coursera · Columbia UniversityFinancial Engineering and Risk Management SpecializationThe closest thing to an MFE curriculum on an open platform: real derivatives pricing and model calibration, not a survey course.Coursera · Google Cloud and New York Institute of FinanceMachine Learning for Trading SpecializationThe only NYIF-backed quant-ML sequence at this price, though the 3.8 rating is honest: treat it as a survey of techniques, not a rigorous course.Coursera · McMaster UniversityFinance for Everyone SpecializationCase-driven and capstone-based rather than lecture-only, which makes it the better choice than generic 'intro to finance' courses for career switchers.Coursera · IBMIBM Financial Planning and Analysis (FP&A) with AI Skills Professional CertificateThe only FP&A certificate that treats AI-assisted forecasting and governance as core content, which is now showing up in senior FP&A job descriptions.Coursera · John Wiley & SonsFinancial Planning & Analysis and Performance Management SpecializationSixteen focused hours from the publisher behind the CPA and CFA review industry; the fastest orientation to FP&A vocabulary before a first interview.Coursera · University of Illinois Urbana-ChampaignFundamentals of Accounting SpecializationIllinois runs one of the top-ranked accountancy programs in the US, and this is the same faculty at Coursera subscription prices.Coursera · University of Illinois Urbana-ChampaignFinancial Reporting Specialization130 hours of intermediate accounting at Coursera prices; this is the FAR content that sinks most first-time CPA candidates.Coursera · University of Illinois Gies College of BusinessCPA Pathways Graduate CertificateAccredited graduate credit that counts toward the 150-hour CPA education requirement and stacks into the Illinois iMSA, which no review course can do.other · Becker Professional EducationBecker CPA Exam ReviewThe review course the Big Four buy for their own staff: 9,000+ MCQs, 900+ simulations and the largest adaptive question bank in CPA prep.other · UWorld AccountingUWorld CPA ReviewBest-in-class answer explanations and the only major provider that sells a standalone $299 question bank, so you can supplement a cheaper course instead of replacing it.Coursera · EDUCBAFinancial Planning and Wealth Management SpecializationIt covers all six CFP topic areas (investments, insurance, retirement, tax, estate, case studies) in one 85-hour sequence, which no other Coursera program does. Note the 5.0 rating is from only 22 reviews.Coursera · University of Illinois Urbana-Champaign (with CFP Board)Financial Planning for Young AdultsDeveloped in partnership with the CFP Board itself and includes interviews with practising CFP professionals, so it doubles as career reconnaissance before you commit to the exam.Kaplan · Kaplan SchweserKaplan Schweser CFA Level I Study PackagesSchweserNotes condense the CFA Institute curriculum from roughly 3,000 pages to something a working adult can finish in 300 hours; it is the default third-party prep for a reason.other · Coaching ActuariesCoaching Actuaries Exam P (Probability) ADAPTADAPT's earned-level system tells you, numerically, when you are ready to sit Exam P, and the 180-day tiers include a pass guarantee renewal.other · AceableAgentAceableAgent Real Estate Pre-Licensing CourseMobile-first, bite-sized lessons with a pass-or-money-back guarantee, and 4.8 stars from nearly 12,000 reviews across 17 states.other · Colibri Real EstateColibri Real Estate Pre-Licensing PackagesAvailable in the widest range of states with tiered packages, so you can buy pre-licensing and post-licensing hours together and avoid paying twice.Kaplan · Kaplan Real Estate EducationKaplan Real Estate Education Licensing CoursesCovers all 50 states plus DC with live-online instruction and an AI tutor, and it is the one provider that also carries you through renewals and CE for the life of your licence.Coursera · CourseraCoursera PlusIf you plan to finish more than two certificates in a year, the $399 annual plan costs less than paying $49/month for each one separately. Degrees and MasterTrack programs are excluded.DataCamp · DataCampDataCamp PremiumThe cheapest all-you-can-eat option for data skills, and the free tier's first-chapter access lets you test the format before paying anything.