The best Databricks training in 2026: 6 options compared for your profile
Curriculum, format, certification, price: we compared the main Databricks courses and trainings in English so you can pick the right one fast.
The short answer. Start with Databricks Academy: the Fundamentals courses and role pathways are free, and Databricks itself runs the certification exams ($200 each). If you want a live instructor and a certification target, New Horizons runs a 2-day Spark with Databricks class at $1,500. For one structured self-paced track from lakehouse basics to MLOps, take the Coursera specialization from Pragmatic AI Labs. For a quick hands-on intro on a team plan, DataCamp. On Azure, Fast Lane teaches Microsoft's DP-750T00, and for a whole department, Edstellar builds a custom program.
Databricks is the data and AI platform that puts storage, Spark processing, SQL, machine learning and generative AI in one workspace. We compared curriculum, hours, prices, certificates and learner feedback for more than a dozen Databricks courses and trainings in English, and read what learners say on the Databricks subreddit. The one thing to know before you pay: no third-party course gives you a Databricks certification. Only Databricks issues it, through a $200 proctored exam. A course prepares you; the exam is a separate purchase.
The ranking is editorial: a sponsored spot is always labeled on its card, and no affiliate link changes a score.
The best Databricks training for what you need
Free Fundamentals courses and role pathways with labs.
Best for certificationHome of the $200 vendor exam, valid 2 years.
Best live virtual class2 days, $1,500, Spark developer certification prep.
Best self-paced track5 courses, lakehouse to MLOps, on Coursera Plus.
Best for a team on a learning platform3 hr, 4.7 from over 4,200 reviews.
Best custom program for a departmentAbout 24 hours live, 18 labs, capstone.
6 Databricks courses compared
The full ranking in one table. Prices come from each provider's official page, in US dollars, as the provider states them (per seat, per subscription or per class). The score is the average of our five criteria. Click a course to read its card: what it really teaches, who it's for, and its main limit.
| Best for | Free plan | Team size | Visit | ||||
|---|---|---|---|---|---|---|---|
| 1 | Databricks · Databricks Academy (free self-paced and instructor-led training) | Best Databricks training overall, and the best free starting point | 4.4/5 | Free, then $750 to $1,500 | ✓ | Everyone, from solo learners to enterprises | Visit → |
| 2 | New Horizons · Apache Spark Programming with Databricks | Best live Databricks class to prep the Spark developer certification | 3.8/5 | $1,500, 2 days | — | Developers and small teams | Visit → |
| 3 | Coursera · Enterprise AI and Data Engineering with Databricks (Pragmatic AI Labs) | Best Databricks specialization on a subscription | 3.7/5 | Coursera Plus, $59/month | — | Individuals and analysts | Visit → |
| 4 | DataCamp · Introduction to Databricks | Best hands-on Databricks intro for teams already on DataCamp | 3.7/5 | Subscription, 3 hr | ✓ | Analyst teams on DataCamp | Visit → |
| 5 | Fast Lane · Implement data engineering solutions using Azure Databricks (DP-750T00) | Best official Microsoft course on Azure Databricks | 3.5/5 | $2,595, 4 days | — | Azure IT teams | Visit → |
| 6 | Edstellar · Databricks Corporate Training | Best custom Databricks program for a whole department | 3.4/5 | Custom quote | — | Departments and large teams | Visit → |
Prices read on the providers' official pages in 2026. The ranking is editorial: a sponsored spot is always labeled on its card.
Is your course missing from this page? Email us: hello@hackceleration.com
Databricks · Databricks Academy (free self-paced and instructor-led training)
The vendor's academy is the right first stop, and for a lot of people it's also the last one. Databricks Fundamentals, AI Agent Fundamentals and Generative AI Fundamentals are free on-demand courses, each with a badge you can post on LinkedIn. The role-based pathways (data engineer, machine learning engineer, data analyst) run about 12 hours each, with labs, and they're free too.
Instructor-led training is where you pay. Data Engineering With Databricks runs 16 hours, Generative AI Engineering with Databricks 18 hours, and Databricks says public classes typically cost $750 to $1,500 depending on length. Advanced Data Engineering with Databricks, a 16-hour professional-level class, is listed at $1,500 per seat.
The real draw is certification. Exams are proctored, cost $200 and stay valid for 2 years, and no third-party provider can issue them. The catch: the Fundamentals courses give you vocabulary more than hands-on practice, so move to a role pathway quickly. Budget carefully too: each exam attempt costs the full $200, and Databricks doesn't issue free retake vouchers.
- Free Fundamentals courses and role pathways with labs
- Home of the Databricks certification ($200, valid 2 years)
- Instructor-led classes from half a day to two days
- Some courses offered in other languages, French among them
- ✓Most current content, written by the vendor
- ✓Free up to Associate level if you're self-directed
- ✓Badges and the official Databricks certifications
- ✗Fundamentals courses are light on hands-on practice
- ✗Instructor-led classes add up fast for a whole team
- ✗Exams aren't offered in every language
Start here even if you plan to pay for a course later. The free pathway shows you within a weekend whether you need a live class at all, and the exam budget is better spent than a generic course.
New Horizons · Apache Spark Programming with Databricks
New Horizons runs a 2-day, instructor-led class on programming Apache Spark with Databricks, at $1,500 per student. The course covers Spark DataFrames, querying large datasets, streaming data and Spark architecture, and New Horizons says it also prepares you for the Databricks Certified Associate Developer for Apache Spark exam. You can join a virtual class or book a private group for your team.
The same provider sells Microsoft's DP-750T00, Implement data engineering solutions using Azure Databricks, at $2,495 for 4 days, if your company runs Databricks on Azure. The limit is value: $1,500 for two days is about what Databricks charges for its own public classes, and the $200 exam isn't included. Pick New Horizons when you need its scheduling, a private group, or a single vendor for all your IT training.
- Aligned with the Spark developer certification
- Virtual class or private group
- Azure Databricks DP-750T00 also available (4 days, $2,495)
- ✓A live instructor and a clear certification goal
- ✓Private group option for a team
- ✓One provider for Databricks and Azure courses
- ✗$1,500 for two days, exam not included
- ✗Spark-centric: light on Unity Catalog governance
- ✗Similar price to Databricks' own classes
A solid pick for a developer whose employer already buys from New Horizons. If you pay yourself, the free Academy pathway plus the exam costs far less.
Coursera · Enterprise AI and Data Engineering with Databricks (Pragmatic AI Labs)
Pragmatic AI Labs' specialization is a self-paced Databricks track that covers the whole platform in one place: a 5-course series that goes from lakehouse fundamentals to data engineering with Delta Lake, machine learning with MLflow, generative AI and LLMs on Databricks, and production governance and MLOps. Coursera estimates about 4 weeks at 5 hours a week, at beginner level.
It's included with Coursera Plus, which costs $59 a month after a 7-day free trial, so a focused learner can finish it in a single month. Ratings are thin, 4.4 from 23 reviews, so weigh them lightly. You get a Coursera certificate, which HR teams know, but it isn't a Databricks certification. Use the specialization to cover breadth, then take the vendor exam.
- 5 courses from lakehouse basics to MLOps and GenAI
- About 4 weeks at 5 hours a week
- Included with Coursera Plus
- ✓Data engineering, ML, GenAI and MLOps in one track
- ✓Cheap if you finish it within a month or two
- ✓A certificate HR teams recognize
- ✗Only 23 reviews so far
- ✗A Coursera certificate, not a Databricks certification
- ✗No live instructor
The best paid self-paced option if you want one structured track covering data engineering, ML and GenAI. Set a deadline: on a monthly plan, every extra month adds $59.
DataCamp · Introduction to Databricks
DataCamp's Introduction to Databricks runs 3 hours at a basic level, taught by Kevin Barlow. It covers the lakehouse architecture, the workspace and its administration, data catalog management, data ingestion, and SQL in Databricks, through short interactive exercises rather than long videos. You get a statement of accomplishment, and the course feeds DataCamp's Associate Data Engineer in Databricks and Data Analyst in Databricks tracks.
With a 4.7 rating from over 4,200 reviews, it has by far the largest review base of any course on this page. The first chapter is free; the rest needs a subscription, and DataCamp lists its Teams plan, for teams of 2 and up, at $11 per user per month billed annually (shown as a special price). The limit is depth: three hours is an introduction, not a path to certification.
- 4.7 from over 4,200 reviews
- Interactive exercises in the browser
- Part of two Databricks tracks on DataCamp
- ✓Fast, hands-on start for analysts
- ✓Easy to roll out to a team on DataCamp
- ✓First chapter free
- ✗Three hours: an introduction, not certification prep
- ✗A statement of accomplishment, not a Databricks credential
- ✗Subscription needed beyond chapter one
A good first afternoon for an analyst team already on DataCamp. Then switch to the Academy's free pathway for real depth.
Fast Lane · Implement data engineering solutions using Azure Databricks (DP-750T00)
Fast Lane delivers DP-750T00, Microsoft's 4-day course on data engineering with Azure Databricks: workspace and compute setup, ingestion and transformation in SQL and Python, Unity Catalog security, Lakeflow Jobs, the development lifecycle, and monitoring and optimization. It's the longest curriculum on this page, and the one an Azure-first IT team will recognize.
It's also the most expensive per seat, at $2,595, or about $650 a day. You can join a live online class (run on WebEx, in US time zones) or a classroom session, some marked guaranteed to run, and Fast Lane delivers onsite on request. The course maps to Microsoft's Azure Databricks Data Engineer Associate certification, but the page doesn't say the DP-750 exam is included, so budget it separately. If you're not on Azure, this course teaches a lot of Azure plumbing you won't use.
- Microsoft's official DP-750T00 curriculum
- 4 days, longest curriculum ranked
- Live online, classroom or onsite delivery
- ✓Covers Unity Catalog, Lakeflow Jobs and monitoring
- ✓Familiar Microsoft curriculum for IT departments
- ✓Onsite option for a whole team
- ✗$2,595 per seat, the highest on this page
- ✗$100 more than New Horizons for the same DP-750T00 course
- ✗Azure-specific
Book it if your company is on Azure and wants the Microsoft curriculum with a live instructor. Otherwise, Databricks' own classes cost less and stay cloud-neutral.
Edstellar · Databricks Corporate Training
Edstellar sells Databricks as a corporate program: about 24 hours of live instructor-led training in 6 modules, onsite, virtual or hybrid. The program maps modules to your cloud and data sources, runs 18 guided lab sessions on live Databricks workspaces, builds Unity Catalog governance into every pipeline exercise, and ends with a capstone that your team presents for instructor review. Post-training support lasts 30 days.
The page shows 4.8/5 from 47 reviews. The model is built for companies: you request a tailored outline and a proposal, and you won't see a price until you ask. Edstellar is a generalist corporate training provider, not a Databricks specialist, so ask who the trainer is and what they've shipped on Databricks before you sign.
- About 24 hours live, 6 modules
- 18 guided lab sessions and a capstone
- 30 days of post-training support
- 4.8/5 from 47 reviews
- ✓Adapted to your cloud, data sources and level
- ✓Governance built into every lab
- ✓Onsite, virtual or hybrid
- ✗No public price: custom quote only
- ✗No certification exam included
- ✗Generalist provider: vet the trainer
The right fit when you're training twenty people, not two. Get a quote from Databricks for private training too, and compare.
Learn Databricks: the path from basics to certified
A paid course is rarely the right first step. Here's the order we'd recommend to a professional starting from zero, free resources included, and the point where paying starts to make sense.
Open a free Databricks Free Edition workspace
FreeBefore any course, sign up for Databricks Free Edition, the free version of the platform built for learning. Import a CSV, run your first notebook, write a few SQL queries. Learners on the Databricks subreddit recommend it first when someone asks how to start, and for good reason: you remember what you type, not what you watch. Keep it to practice data: Free Edition is for personal use, and its terms rule out production and commercial use.
- Price
- Free
- Use
- Learning and practice
Take the free Fundamentals courses
OfficialDatabricks Fundamentals, AI Agent Fundamentals and Generative AI Fundamentals are free and each comes with a badge. They give you the vocabulary: lakehouse (one architecture for your data lake and warehouse), Delta Lake, Unity Catalog. Don't expect much hands-on work here. Skim them, take the badge, move on.
- Price
- Free
- You get
- A badge per course
Finish the free pathway for your role
FreeThe Academy has a pathway per role (data engineer, machine learning engineer, data analyst), about 12 hours each, with labs. This is where real learning happens: pipelines and Lakeflow Jobs, MLflow, or SQL and dashboards depending on your job. One field tip: if a third-party course uses mount points and skips Unity Catalog, it's teaching Spark, not today's Databricks platform.
- Length
- About 12 hours
- Price
- Free
Add a short interactive course if you need structure
SubscriptionIf videos don't stick, DataCamp's 3-hour Introduction to Databricks makes you type every step, and its first chapter is free. For a full self-paced track, Coursera's Pragmatic AI Labs specialization covers data engineering, ML, GenAI and MLOps in 5 courses on Coursera Plus.
- DataCamp
- 3 hr, first chapter free
- Coursera Plus
- $59/month
Pay for a live class when a team needs it
PaidA live class earns its price when you're training several people, need a deadline, or want an instructor to answer questions on your own use case. Databricks' public classes typically run $750 to $1,500, New Horizons charges $1,500 for 2 days, and Fast Lane $2,595 for the 4-day Azure course. For more than a handful of people, ask for a private class.
- Price range
- $750 to $2,595 per seat
- Length
- Half a day to 4 days
Take the Databricks certification exam
$200The Data Engineer Associate exam has 45 scored questions in 90 minutes, costs $200 and stays valid for 2 years. You take it online or at a test center, with no aids allowed, and recertify by passing the current version. Budget the exam separately from any course.
- Price
- $200
- Validity
- 2 years
How to choose your Databricks training in 2026
Before you compare syllabi, answer three questions: which cloud your Databricks runs on (Azure, AWS or Google Cloud), who pays (you or your employer), and what you'll do with it (pipelines, SQL analytics, machine learning). The right course mostly picks itself. If your real need is analytics, also look at our best SQL courses or the data analyst path.
You're learning on your own
Your employer is paying
You're training a team
You're on Azure
You're aiming at AI and ML
- Check which cloud the course targets: Azure Databricks (DP-750T00) or cloud-neutral Databricks
- Look for Unity Catalog in the outline; a course that skips it teaches Spark more than the platform
- Ask whether the $200 certification exam is included (it isn't in any course ranked here)
- Check the course's last update date: the platform ships new features fast
- Price a private class against several public seats once you have three or more learners
- Use the free Academy pathway first to find your real level
- Read the reviews count, not just the rating: 4.4 from 23 reviews and 4.7 from over 4,200 aren't the same signal
Databricks training · FAQ
Is there an Azure Databricks certification?
Yes, from Microsoft. Microsoft Certified: Azure Databricks Data Engineer Associate is earned through exam DP-750, a proctored 120-minute exam booked through Pearson VUE, with the price set by the country where you take it. It covers environment setup, Unity Catalog governance, data processing and pipeline deployment on Azure Databricks. Microsoft's DP-750T00 course prepares for it, and Fast Lane and New Horizons both teach that course. If your company is on Azure, it's the credential your IT department will recognize first.
What are the Databricks certifications?
Databricks lists eight. At Associate level: Data Analyst, Data Engineer, Machine Learning, Generative AI Engineer, Context Engineering, and Associate Developer for Apache Spark. At Professional level: Data Engineer and Machine Learning, which cover advanced production work. Each costs $200. If you fail, you can retake after 14 days, but every attempt costs the full fee.
How long is a Databricks certification valid?
Two years from the date it's awarded. To keep it, you pass the current version of the exam, and Databricks sends advance notice before it expires. Microsoft works differently for its Azure Databricks Data Engineer Associate: you renew at no cost by passing an online assessment on Microsoft Learn. Put the renewal date in your calendar the day you pass, since a lapsed Databricks credential means paying $200 again.
What are the limits of Databricks Free Edition?
Smaller compute, fair use limits, and personal use only. Free Edition gives you the full Data + AI platform at no cost and with no end date, but users are limited to smaller compute and warehouse sizes. Its terms don't allow commercial use, and it isn't meant for production. That makes it a solid practice workspace for a course or an exam, not a place to run your company's data.
Is the Databricks certification worth it?
Yes if Databricks shows up in the jobs you target. It's a vendor certification, not a degree, but it's cheap ($200), valid for 2 years, and only Databricks issues it, so it proves the same thing whatever course you took. It's worth less if your company runs another platform, or if you have no hands-on time on Databricks yet: the exam tests practical tasks.
How long does it take to learn Databricks?
A few hours for the basics, a few weeks for an Associate exam. Each role pathway in the Academy runs about 12 hours with labs, Coursera's specialization about 4 weeks at 5 hours a week, and live classes run from half a day to 4 days. If you already know SQL and Python, two to three weeks of evenings is a realistic target for the Data Engineer Associate.
Is Databricks training free for customers?
Partly, and your company may already have paid for more. The on-demand courses are free for everyone, while most public instructor-led classes cost $750 to $1,500. If your company has success credits or a learning subscription with Databricks, you register for public classes through its Training Request form instead of paying by card, and a team can ask for a private class. Check with your Databricks account team before you expense a seat.
Which Databricks certification should I get first?
The Associate for your role: Data Engineer Associate for pipelines, Data Analyst Associate for SQL and dashboards, or Associate Developer for Apache Spark if you write Spark code. Professional-level exams come after real production experience. New Horizons' 2-day class targets the Spark developer exam specifically.
Do I need to know Python or SQL before a Databricks course?
SQL at least. Most courses assume you can write queries, and data engineering and ML tracks expect basic Python. The Fundamentals courses need neither. If SQL is still shaky, take one of the SQL certification courses first: Databricks gets much easier once queries feel natural.