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      About Featured

      Snowflake Data Science

      Show you can use Snowflake’s AI and ML features hands-on. Cortex, LLMs, prompt engineering, forecasting and classification.

      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

      AI features are easy to demo. This workshop has you use them on data.

      Data Science is Badge 6 of Hands-On Essentials, free and self-paced, on AI and ML in Snowflake with Cortex Playground and Analyst. You use several large language models, practice prompt engineering, and try forecasting, classification and other analytics. Automated checks grade the labs, the badge is not a certification, and Snowflake strongly advises Badges 1 and 2 first.

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

      Learn all the way down.
      Perform when it matters.

      Explore with Cortex Playground

      Try various large language models in Cortex Playground and compare what each one does with your data.

      Prompt with intent

      Practice prompt engineering to get the answers you need from a language model.

      Ask data questions in Cortex Analyst

      Use Cortex Analyst to put questions to your data, as part of the hands-on lab work.

      Forecast and classify

      Apply forecasting and classification, and other advanced analytics features, to derive insight from data.

      Course outline

      Ask the model, ask the data,
      then forecast what comes next.

      6 modules30 lessonsSelf-paced

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

      Different models give different answers. You use Cortex Playground to try several language models on the same task, compare quality, speed and style, and learn what each is better suited to.

      • What Cortex Playground is for
      • Trying several models on one task
      • Comparing quality, speed and style
      • Settings that change the output
      • Using your own data in a prompt

      You build A comparison of three models on one task, with a note on which you would choose.

      A model answers the question you ask, not the one you meant. You write prompts with clear instructions, context and examples, ask for a set format, and improve a weak prompt step by step.

      • Instructions, context and examples
      • Asking for a particular format
      • Improving a prompt in small steps
      • Spotting made-up answers
      • Keeping a record of prompts that work

      You build A prompt rewritten four times, with the output of each version and what changed.

      Plain-language questions can reach structured data. You use Cortex Analyst to ask questions of tables, read the SQL it writes, and judge when an answer can be trusted and when it should be checked.

      • What Cortex Analyst does with a question
      • Asking clear questions of a table
      • Reading the SQL behind an answer
      • Checking an answer against the data
      • Why a good description helps accuracy

      You build A set of ten questions put to Cortex Analyst, each marked correct or wrong with the reason.

      Forecasting turns history into a view of what is likely next. You train a forecast model on a time series, read the prediction and its range, and learn what makes a forecast unreliable.

      • Time series data and what a forecast needs
      • Training a forecast model
      • Reading predictions and intervals
      • Adding other variables
      • When a forecast should not be trusted

      You build A forecast for one time series with its interval and a note on its limits.

      Some questions ask which group a record belongs to or what is unusual. You train a classification model, apply it to new records, and try other analytics features such as anomaly detection.

      • What classification predicts
      • Training and applying a model
      • Checking how well it works
      • Anomaly detection and similar features
      • Choosing a feature for a question

      You build A classification model that labels new records, with a simple check of its accuracy.

      You combine what you have used into one piece of analysis: a question put in plain language, a forecast or classification behind it, and a written summary that a colleague can read.

      • Choosing a question worth answering
      • Using Analyst and a model together
      • Adding a forecast or classification
      • Summarizing results with a language model
      • Checking the whole result for errors

      You build A short analysis that combines a plain-language question, a model and a written summary.

      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 strongly advises Badges 1 and 2 first. Badges 3, 4 and 5 are not mandatory, but they help.

      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. 01Playground
      2. 02Prompts
      3. 03Cortex Analyst
      4. 04Forecasting
      • Forecasts are only useful if someone trusts them. The lab builds one and checks it.

        Cortex Analyst, Forecasting

        Data science teams, Forecasting and planning

      • Prompt quality sets output quality. The workshop gives you practice with both.

        Playground, Prompts

        AI and machine learning, Data science teams

      • Plain-language questions open data to more people. Cortex Analyst is where you try that.

        Cortex Analyst, Forecasting

        Analytics teams, Forecasting and planning

      • Built-in forecasting gives you a baseline before custom code. Prompt tests show how models differ on the same task.

        Prompts, Forecasting

        AI and machine learning, Data science teams

      • Cortex Analyst answers data questions asked in plain words. You check its results against what finance reports.

        Cortex Analyst, Forecasting

        Analytics teams, Forecasting and planning

      • Forecasts feed budgets and staffing plans. You compare a built-in forecast with last year’s plan.

        Forecasting

        Forecasting and planning, Analytics teams

      • Your team can try AI features without waiting on a platform build. You judge which results are ready to share.

        Cortex Analyst, Forecasting

        Analytics teams, Data science teams

      • Playground lets you test LLM ideas in an afternoon. Prompt practice shows what is realistic to ask of a model.

        Playground, Prompts

        AI and machine learning, Data science teams

      • AI and machine learning
      • Analytics teams
      • Forecasting and planning
      • Data science teams
      Data Scientist

      Forecasts are only useful if someone trusts them. The lab builds one and checks it.

      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 strongly advises Badges 1 and 2 first. Badges 3, 4 and 5 are not mandatory, but they help.

      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 Data Science.

      Show you can use Snowflake’s AI and ML features hands-on. 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.