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      About Featured

      Snowflake Collaboration, Marketplace & Cost Estimation

      Show you can share, shop for and cost out data on Snowflake. Listings, the Marketplace and Resource Monitors, in graded labs.

      4.9 out of 5 for LUNARTECH, from 100+ reviews10,000+ students

      Partners and press
      Anthropic logo featuring a clean, modern font, symbolizing responsible AI development and innovation supported by LUNARTECH.NVIDIA logo representing industry-leading graphics processing, AI innovation, and cutting-edge computing technologies, integrated by LUNARTECH.Microsoft Azure logo with a sleek, minimalist design, symbolizing powerful cloud computing and AI capabilities integrated by LUNARTECH.White Google logo featuring an abstract swirl design. -| LUNARTECHOpenAI logo with a hexagonal geometric design next to the text 'OpenAI' in a clean sans-serif font. - LUNARTECH
      Anthropic logo featuring a clean, modern font, symbolizing responsible AI development and innovation supported by LUNARTECH.NVIDIA logo representing industry-leading graphics processing, AI innovation, and cutting-edge computing technologies, integrated by LUNARTECH.Microsoft Azure logo with a sleek, minimalist design, symbolizing powerful cloud computing and AI capabilities integrated by LUNARTECH.White Google logo featuring an abstract swirl design. -| LUNARTECHOpenAI logo with a hexagonal geometric design next to the text 'OpenAI' in a clean sans-serif font. - LUNARTECH
      Anthropic logo featuring a clean, modern font, symbolizing responsible AI development and innovation supported by LUNARTECH.NVIDIA logo representing industry-leading graphics processing, AI innovation, and cutting-edge computing technologies, integrated by LUNARTECH.Microsoft Azure logo with a sleek, minimalist design, symbolizing powerful cloud computing and AI capabilities integrated by LUNARTECH.White Google logo featuring an abstract swirl design. -| LUNARTECHOpenAI logo with a hexagonal geometric design next to the text 'OpenAI' in a clean sans-serif font. - LUNARTECH
      Entrepreneur logo showcasing startup and business innovation by LUNARTECH.Forbes logo representing a global leader in business, finance, and entrepreneurship insights, associated with innovation and industry expertise by LUNARTECH.Bloomberg logo symbolizing financial data and market analytics, integrated by LUNARTECH.Insider logo highlighting business and technology trends by LUNARTECH.
      Entrepreneur logo showcasing startup and business innovation by LUNARTECH.Forbes logo representing a global leader in business, finance, and entrepreneurship insights, associated with innovation and industry expertise by LUNARTECH.Bloomberg logo symbolizing financial data and market analytics, integrated by LUNARTECH.Insider logo highlighting business and technology trends by LUNARTECH.
      Entrepreneur logo showcasing startup and business innovation by LUNARTECH.Forbes logo representing a global leader in business, finance, and entrepreneurship insights, associated with innovation and industry expertise by LUNARTECH.Bloomberg logo symbolizing financial data and market analytics, integrated by LUNARTECH.Insider logo highlighting business and technology trends by LUNARTECH.
      Overview

      Data is more useful when it crosses accounts. This workshop shows how, and what it costs.

      Collaboration, Marketplace & Cost Estimation, Badge 2 of Hands-On Essentials, is a free, self-paced Snowflake workshop on sharing. You use inbound shares in a trial account, create and accept listings, add a free Marketplace data set and set Resource Monitors. It is lab proof, not a SnowPro certification, and Snowflake advises finishing Badge 1 first and offers a SQL refresher.

      6Modules
      8–12Hours
      4Skills
      8Roles
      What it covers

      Learn all the way down.
      Perform when it matters.

      Use shared data

      Explore the inbound shares in a trial account and use shared and local data together.

      Publish and accept listings

      Create a listing to share with another Snowflake account, and accept one shared with you.

      Shop the Marketplace

      Find a free listing on the Snowflake Marketplace and combine it with local data to get new insight.

      Keep spend in check

      Control cost with Resource Monitors, and understand how a partner can be given access to your shares.

      Course outline

      Share data, shop for data,
      and know what it will cost.

      6 modules30 lessonsSelf-paced

      We design this course ourselves. Snowflake issues the credential, and LUNARTECH is independent of Snowflake.

      A trial account already contains shared data from Snowflake. You explore those inbound shares, see how shared databases differ from ones you own, and combine shared and local data in a single query.

      • What a share is and how it appears in your account
      • Exploring the shared databases in a trial account
      • Shared data is read-only: what that means
      • Joining shared data to local tables
      • Where shared data lives and who pays

      You build A query that joins a shared data set to a table of your own and answers one question.

      Sharing starts with choosing what to give and to whom. You create a listing for a table or view, target another Snowflake account, add a description a consumer can use, and control what the consumer can see.

      • Direct shares and listings compared
      • Choosing what to put in a listing
      • Writing a clear listing description
      • Targeting a specific account
      • Reviewing and revoking access

      You build A listing that shares a prepared table with a second account.

      Being the consumer teaches the other half of sharing. You accept a listing shared with your account, query the result, and learn how a partner can be given access to your own shares.

      • Finding a listing that was shared with you
      • Accepting a listing and its database
      • Querying what you received
      • Giving a partner access to your shares
      • Checking who has access

      You build A listing accepted in one account, with a note on what the second account can and cannot change.

      The Marketplace holds data sets you can add without building a pipeline. You browse and judge listings, get a free one, and combine it with your own data to produce an insight you could not reach alone.

      • What the Marketplace offers
      • Judging a listing before you get it
      • Getting a free data set
      • Combining Marketplace data with local data
      • Keeping track of the data you have added

      You build A query that enriches a local table with a free Marketplace data set.

      Compute use is what costs money, and a runaway query can use a lot. You learn what consumes credits, create Resource Monitors with thresholds and actions, and test that they alert and suspend as intended.

      • What consumes credits
      • Creating a Resource Monitor
      • Thresholds, notifications and suspend actions
      • Attaching a monitor to a warehouse
      • Checking that a monitor works

      You build A Resource Monitor with a notification and a suspend threshold, attached to a warehouse.

      A shared data set can multiply use. You estimate the compute a collaboration will need, decide who pays for what, and set limits so that sharing data does not produce a surprise bill.

      • Estimating compute for a shared workload
      • Who pays when data is shared
      • Limits for partners and consumers
      • Reviewing usage after the first week
      • Writing a short cost plan

      You build A one-page cost plan for a data collaboration, with limits and a review step.

      Issued by
      Snowflake

      Certifying body · Independent of LUNARTECH

      Snowflake

      Snowflake makes the data platform these exams cover, and its education team runs the SnowPro program. Exams are delivered through Pearson VUE, at a test center or online, and a certification lasts two years. LUNARTECH is independent of Snowflake.

      How you get there

      Top-tier roles go to people who can do the work.
      Here’s how you get there.

      Know where you start.

      Snowflake advises finishing Badge 1 first, since the workshop assumes it. It also offers a SQL refresher for newcomers.

      Work through the course.

      Six modules, designed by LUNARTECH, at your own pace.

      Earn it with Snowflake.

      Snowflake issues the credential, so you earn it directly with them.

      Support

      Support at every stage.
      You won’t be working through this alone.

      Before you start

      Try it first.

      A 3-day free trial opens a selection of the content. Your card is only charged once it ends.

      While you learn

      Mentors within reach.

      Stuck on a concept? Reach out to a mentor whenever you need help.

      While you learn

      One-on-one sessions.

      On the yearly plan, one-on-one sessions give you dedicated support.

      Any time

      A team behind you.

      Write to info@lunartech.ai at any point, from your trial onwards. If your employer is funding you, we’ll set it up with them directly.

      All the way through

      A schedule that fits around your life.

      Your own paceFrom anywhereAt any hour

      After the last lesson

      Stay in the network.

      Your alumni network stays with you: ongoing support, opportunities and industry insight.

      Career support

      Career support, past the last lesson. Coaching, a sharper resume, real interview preparation and the people to know.

      Career direction

      Tailored coaching helps you decide where to aim and how to get there.

      Course · 1 hourLaunching Your Data Science Career

      Strong portfolio

      Hands-on projects become work you can show, not just claim.

      Course · 60 hoursBuild Your Data Science Portfolio

      Resume and profile

      Personalized refinement, so what you send says what you can actually do.

      Course · 10 hoursPersonal Branding for Professionals

      Interview preparation

      Preparation for the questions that decide it, so you walk in ready.

      Course · 12 hoursMaster Deep Learning Interviews: 50 Q&A

      Network and search

      Connections with industry leaders, and an alumni network that stays with you.

      Course · 40 hoursData Science Career Playbook
      Reviews

      Real stories from the community.

      4.9out of 5, from 100+ reviews
      LUNARTECH Academy has been the most empowering learning experience of my life, giving me a clear, structured path from the absolute basics to building real-world AI systems with confidence.
      Farnia GhanizadehSerajAI Engineer
      Your page is fantastic. As a bachelor’s student in Data Science now accepted for a master’s at UConn, your work has been a real source of motivation.
      Mahmoud A.Data Scientist
      The programme’s clear, bite-sized content and practical projects dramatically improved my speed from fuzzy idea to MVP and my ability to communicate AI value. I followed the system, and it works.
      Rod MorrissonHead of Data Science & AI
      I really appreciate your teaching style and the way you break down complex topics. It has been incredibly helpful.
      Narine P.Data Analyst
      After years working mainly with R for econometrics, I found your Python machine learning course a refreshing and engaging way to learn Python.
      Raphael J., PhDQuantitative Analyst
      As a Data Science graduate, I want to thank you for the effort you put into making videos to support growing data scientists.
      Stanley M.AI Engineer
      I’ve been following your work since taking your machine learning course, and I’m impressed by your practical approach to applying AI.
      Sai Eshwar G.Data Scientist
      Why choose us

      Built around how you actually learn.

      One standard behind every course, from the first lesson to long after the last.

      Hands-on practice

      Apply every idea to real problems, so it becomes something you have used, not only seen.

      Industry-aligned curriculum

      We keep courses current with the tools, techniques and skills the field asks for.

      Flexible learning

      Study at your own pace, from anywhere, at any hour.

      Certificate of completion

      Finish the course and earn a certificate that shows what you have learned.

      Focus on your success

      Personalized learning plans and support structures carry you through the hard parts.

      Lifetime alumni network

      Stay connected after you finish, with ongoing support, opportunities and industry insight.

      Your certificate

      It doesn’t raise its voice. Neither will you.

      Finish a LUNARTECH course and its certificate is issued in your name, under our signature. Snowflake’s credential comes from Snowflake.

      A sample, for a course in the Academy. Only yours carries your name.
      Pricing

      This course comes with the membership.
      So does everything else.

      One membership opens every course, certification, workshop and masterclass in the Academy. Every plan starts with a 3-day free trial. Snowflake issues the credential.

      3 days free, then $29.97 a month. Your card is only charged once the trial ends.

      Included in every plan

      • Every course in the Academy
      • Every certification course
      • Workshops and masterclasses
      • A certificate of completion
      • A 3-day free trial
      • Learning at your own pace
      • The lifetime alumni network
      • Upgrades at any time
      In practice

      Eight roles.
      One credential across them all.

      No single job owns it. Here’s where each role leans hardest, and where its work ends up.

      1. 01Shares
      2. 02Listings
      3. 03Marketplace
      4. 04Cost
      • Sharing a table beats emailing a file. Listings do it with access you control.

        Shares, Listings, Cost

        Data sharing, Data providers

      • Outside data can answer what yours cannot. The Marketplace is where you shop for it.

        Marketplace, Shares

        Analytics teams, Data sharing

      • Compute spend grows quietly if no one is watching. Resource Monitors put a cap on it.

        Cost

        Finance and cost control, Analytics teams

      • A listing is how a data set reaches its customers. You see the steps from share to accepted listing.

        Listings, Marketplace

        Data providers, Analytics teams

      • Resource Monitors put a ceiling on credit use. You ask for a limit before the first overrun.

        Cost

        Finance and cost control, Analytics teams

      • Partners get live data through a share, not a file export. You know what a provider can offer and what it cannot.

        Shares, Listings

        Data sharing, Data providers

      • Marketplace data enriches what customers already store. Shares avoid copies, which changes the design.

        Shares, Marketplace

        Data sharing, Analytics teams

      • A free Marketplace set can add features to your model. Inbound shares bring outside data in without extra pipelines.

        Marketplace, Shares

        Analytics teams, Data sharing

      • Data sharing
      • Data providers
      • Analytics teams
      • Finance and cost control
      Data Engineer

      Sharing a table beats emailing a file. Listings do it with access you control.

      Over 10,000 students trust LUNARTECH

      LUNARTECH gives you the skills
      to learn, build, create and lead.

      Engineers

      Understand systems all the way down. Build the ones others rely on.

      Scientists

      Understand what the data says. Build models that hold up.

      Researchers

      Understand the papers. Build on them, and take the work further.

      The field

      Anyone can use AI.
      Few can engineer it. This is where that starts.

      +340%growth in open roles requiring AI skills

      Data source: Stanford AI Index 2026 & 2024 (Lightcast data), Indeed Hiring Lab, Hacker News “Who’s Hiring”. Aug–Nov 2026 (dashed) is an estimate from the trend.
      Roles and pay

      ~35,000 open roles right now

      Open roles: Built In, Greenhouse, LinkedIn.
      Typical salaries: Glassdoor, Levels.fyi, Payscale, Indeed, Ravio, JobRise, U.S. BLS. Military: 2026 U.S. basic pay, drone officers with aviation incentive pay.
      Updated November 2026.

      FAQ

      Frequently asked questions.

      Need help? These answers cover most of what people ask before they start.

      No. Snowflake issues it. LUNARTECH is independent of Snowflake, and its names and marks belong to it. When you finish a course of ours, you earn a LUNARTECH certificate of completion for that course.

      No. We design this course ourselves, around what the credential covers. Snowflake has no part in it, and you still earn the credential directly with Snowflake.

      8–12 hours, online, self-paced.

      Snowflake advises finishing Badge 1 first, since the workshop assumes it. It also offers a SQL refresher for newcomers.

      We last reviewed it on 5 November 2026, from Snowflake’s own pages. Details change, so check the official page before you book.

      Our 3-day free trial gives you access to a selection of content in the bootcamps, courses and materials, so you can experience the value of our content first-hand. This includes comprehensive learning materials and interactive sessions. You won’t be charged during this period, though we require your credit card details at the start to ensure a seamless transition should you choose to continue.

      Yes, entering your credit card details is a necessary step to begin your free trial. The process is entirely secure, and we ask for it to provide a seamless transition to a paid subscription if you decide to continue beyond the trial. You will only be charged after the trial period ends, with full access to our content based on the plan you choose.

      After your 3-day free trial you gain access to the full breadth of our content, depending on the subscription plan you choose. We offer free trials for our monthly, bi-annual and annual plans, and each plan provides a different scope of access and benefits.

      If your employer has agreed to fund your learning, in part or in full, please contact us at info@lunartech.ai. We’ll work with you and your employer to set up everything needed for your subscription.

      Yes. Our support remains strong both during your free trial and after you subscribe. Reach the team at info@lunartech.ai with any question, whether you’re onboarding, navigating your trial, or need help as a member. Subscribers to the yearly plan also receive dedicated support in one-on-one sessions.

      You can upgrade your plan at any time during your subscription. Downgrading is not available for bi-annual or annual plans, but you can cancel and then choose a new plan that suits you better. For bi-annual and annual plans we also offer payment in instalments; please reach out to learn more.

      The course

      Build the skills behind Collaboration, Marketplace & Cost Estimation.

      Show you can share, shop for and cost out data on Snowflake. Start with a free trial, or enroll in a plan and work through the course at your own pace. Snowflake issues the credential.

      6 modulesSelf-pacedIssued by SnowflakeReviewed 5 November 2026

      LUNARTECH is independent of the vendors and certifying bodies listed here. Their names, exam titles and marks belong to them, exams are run by them, and credentials are issued by them. Reviewed 5 November 2026. Catalogues change often, so confirm the details on the official page before you book.