Snowflake certification reddit. For practice, you should try these Snowpro Core exam practice questions. Snowflake certification reddit

 
 For practice, you should try these Snowpro Core exam practice questionsSnowflake certification reddit  Valheim

You can put a query into an MV and get some 'serverless-light' functionality, but. The SnowPro Core Certification has been generally available to all customers since September 2019. Step 1: Study the COF-C02 exam guide carefully. The course contains 100 questions. In the meantime consider:. Databricks is essentially the standard for Spark and for good reason. ago. Option 1 is correct. AWS is also way more customer-centric meaning we get great support and their product teams/engineers are way more accessible. In our Snowflake pdf dumps, you will be able to receive a practice exam questions that will help you assess your current preparation level. Sybex Study Guide book sufficient for Snow Pro CoreCOF-CO2 Certification? Is this book sufficient to pass the SnowPro Core Certification COF-C02 exam. See real Snowflake SnowPro-Core exam question for Free. You are eligible to apply for a Snow Pro Recertification exam six months before the expiration date of your certification. Data engineers are the first one migrating their jobs, next it would be analytics engineer. Similary for the long running queries, if certain type of queries runs for unexpectly longer. Su243772. AMA - Databricks Certification. The SnowPro Core Certification will teach candidates how to use Snowflake as a cloud data warehouse. Business, Economics, and Finance. Premium Powerups Explore Gaming. 100% Free SnowPro Core Certification Guide with Practice. Verified by experts. In the event that you are attempting to further develop things for yourself, you ought to consider utilizing Snowflake SnowPro-Advanced-Data-Scientist pdf questions made by the SnowPro Certification confirmed specialists. Any suggestions or tips is much appreciated. This certification is intended for experienced professionals who have in-depth knowledge of. Certification prep - on Youtube, by Joyce Avila. In my experience, whizlabs is a great resource, especially for the practice tests. I’ll take open file formats and open source stacks any day. advices for SnowCore Pro cert. The summary is used in search results to help users find relevant articles. 4. CryptoMonitoring - Current status: We've implemented the fix for this issue, and we'll continue to monitor the environment until we're confident all services are functioning properly. The SnowPro® Advanced: Data Scientist Certification exam will test advanced knowledge and skills used to apply comprehensive data science principles, tools, and methodologies using Snowflake. Source: snowflake. osullivanrules. Snowflake is just. Individuals should also have at least two-plus years of hands-on Snowflake practitioner experience prior to attempting the Advanced exam. The SnowPro Core Certification has been generally available to allHadoop Vs. Also downscaling, in oprem you have already paid, in cloud costs comes down (snowflake does not really support downscaling on yearly contracts anymore, you need. Currently closed due to reddit's. Snowflake. PluralSight. The SnowPro Core Certification demonstrates an individual's knowledge to apply specific core expertise implementing and migrating to Snowflake. amazon. Model Development: 25-30%. Open to suggestions for specific. Me too although I don’t understand why they fix one bug with a release and introduce another. Snowflake essentials training - free. Snowflake Quickstarts on GitHub Virtual Hands-on Labs Free Trial. These warehouses are defined by a central authority and sized by an admin for peak demand. Not everything in Snowflake docs actually. If you’re just getting started with Snowflake or you’re driving advanced data projects, we provide the training and resources to be successful every step of the way. On top of this we have import data jobs every 15mins. Been trying to get job since then. As a participant of the SnowPro Certification program, candidates are required to review and accept Snowflake's Certification Terms & Conditions during. • Outline key Snowflake tools and user interfaces. SnowPro Certification. In terms of Ingestion performance, Databricks provides strong Continuous and Batch Ingestion with Versioning. And I was lucky so far to avoid failing any. gimme fonts. With comprehensive coverage of the exam syllabus and practice questions, you'll be well-prepared to succeed. ago. On a scale of 1 to 10, we’d classify this certification process as a challenging 7! You should be prepared to invest 15-20 hours of study time before taking the exam. I have been laid off. Expiration Date: July 2024. honestly, i think the best way was to just build a data pipeline that feeds into snowflake using airflow. Seeking advice on passing the Snowpro Core Certification. Snowflake has the best semi structured data support out of the cloud vendors, at least that is what I believe. I recently joined a new company using Snowflake and I have never used Snowflake before, but I've had several years experience using other relational databases. Effective February 1, 2024 there will be a charge of $0. Since the day I passed the SnowPro Advanced: Architect Certification exam, I was getting a lot of requests to share the preparation strategy, tips & resources. Reddit iOS Reddit Android Reddit Premium About Reddit Advertise Blog. Certification is not simple and takes immense work. Hopefully these suggestions will help you succeed with your exam. PUT = puts data into Snowflake. About the certification exam, the duration is 115 minutes long and is a computerized test. Here are the details of the SnowPro Certification Voucher: Vendor: Snowflake Inc. I think I might not be on Udemy business because my course is still quite new. Not what you asked but my two cents: Snowflake’s pre-certification training is the worst I’ve seen (compared to AWS and GCP offerings). This course was also $11. Databricks may be technically superior but Snowflake is definitely more in demand aka number of jobs in Snowflake are way more than Databricks, Redshift. Takes you through all of their products, the adjacent Apache products, and good case studies to force you in to thinking like a DE. ago. by gbajwa76. 99 until Nov 24. • 4 yr. I am good in sql and okay in snowflake through whatever i have practiced through one of Udemy course. All users hit the same warehouse, even in production environments, and must ensure. The cert is just a signal to folks that don't know you that you have some proficiency. by Snow_P at Nov. With 30 minutes remaining I wasn’t even close to a solution w any of the 3 questions. goodman (Snowflake) - Yes Nicholas, I am pleasantly surprised by the steps snowflake has taken within 2 months to resolve all the issues. 02 Hours. Exam Name: SnowPro Core Exam. We offer this path as an alternative to certification because some employers (and learners!) prefer hands on portfolio submissions over exam performance. The SnowPro Core Certification demonstrates an individual’s knowledge to apply core expertise in implementing and migrating to Snowflake. Click Create, and you’re almost ready to start testing your GraphQL API! Step 6: Test using the GraphQL API on top of your Snowflake data Once you set up the Metric, click Playground. Most Voted. Made 4 days, 17 hours ago. 1+ year of Snowflake data cloud analytics experience, including practical, hands-on use of the Snowflake Data Cloud. Snowflake SnowPro Core Certification cheat sheet. This certification will test the ability to: • Outline data science concepts • Implement Snowflake data science best practicesDatabricks. "Databricks Certified Professional Data Engineer" goes to a deeper level but covers a lot of databricks specific stuff that I'm not in love with. For data engineers Databricks has two levels of certification, Associate and then Professional. Examinees must be at least 18 years of age and must register under their full legal name. Prepare yourself for certification with minimal time -2–3 days! Key to successful certification! This guide is summary of key areas required to be studied for certification exam. 💯 "Snowflake SnowPro Core Certification Exam Guide and Practice Questions" is a perfect resource to help you ace the COF-C02 certification exam. I say this as someone who doesn't have Tableau certs though. • 1 yr. We believe in ExamTopics and are willing to stake our reputation on the fact it is the best test prep source you will find. The SnowPro® Core Certification is designed for individuals who would like to demonstrate their knowledge of the Snowflake. Snowflake is updating their Certification Portal November 7th-14th: During November 7-14, 2022 no new Snowflake Pearson VUE profiles can be created. output. Launched in 2014 with a focus on disrupting the traditional data warehouse. Expiration Date: July 2024. Ace your SnowPro Core Certification exam with these 6 practice tests. To my knowledge, Snowflake are the only people who truly know this. ications. That may strike fear into the hearts of DBAs but with proper guidance, tooling, and monitoring, it needn't make you worry. I think what is being asked of the applicant should be the focus and the certification as proof of being able to what the job requires. Number of questions in our database: 337. Once you do this, you'll realize it's not so hard. "Databricks Certified Professional Data Engineer" looks. Reddit iOS Reddit Android Reddit Premium About Reddit Advertise Blog Careers Press. I have the choice of learning Snowflake and AWS, fully paid by the company. Pricing listed below is valid only for certification exams taken at Snowflake Summit, and are non-redeemable after the event ends. Ratman5409 • 7 mo. BplusHuman • 22 days ago. Platform: MindMajix Description: This Snowflake course content is designed by the industry. ) A. It has been more than a week. Cleared my snowpro core certification recently. Getting Started with Snowflake. We also regularly add new questions and update existing. Ask us +1925 940 8196. Related Topics Udemy e-learning Learning Education issue Learning and Education. To pass the exam, I did the snowflake university free classes and this plus have work experience. A. I did the basic Snowflake certification which costs money and has an exam. Get your team access to over 25,000 top Udemy courses, anytime, anywhere. I passed over 30 professional certification exams in the past two years alone. Snowflake offers different pricing for computing and storage depending upon the region you choose. Hiring Trends - Data Warehouse Platforms. Topics covered: User Roles, Navigation, Creating Database Objects, Virtual Warehouse creation and configuration, loading and. Terms & Policies. 1. Snowflake only offers one certification at the moment, the SnowPro Core Certification. Apart from that, after each chapter, we solved exercises to see if we understood everything. Certification is not simple and takes immense work. Drive More Efficiency with Snowflake Whether you're just getting started with Snowflake or looking to get the most out of your existing deployment, check out these resources to help you forecast, understand, and. Practicing for an exam like the SnowPro Core can be a full-time job. I've done certs in several platforms, the Snowflake SnowPro has been my least favorite - it's got a lot of trivia and in my opinion has too much focus on niche things rather than the fundamentals. s special call out to the teradata documentation. Hey folks, I am planning to take snowflake data science certification beta exam , please provide details on study materials. Snowflake should never replace SQL Server, unless you're hitting scaling/maintenance issues with sharding. Here's a quick summary of my advice. Also if you plan to check the exam dumps, there is higher chance that it will match questions from the first version. Snowflake’s SnowPro Core certification exam guide gives an overview of the exam, providing information relating to the main topics, exam logistics, and recommended training. Once you have identified the certification track you wish to pursue, review the official exam blueprint provided by Snowflake. Experts and role-based certification – This category includes five certifications: SnowPro Advanced: Architect. If you're new to the industry, taking vendor specific certifications will help round you out. E is more difficult, and mostly blends with Software Engineer jobs. 6 subscribers in the Advertisingmadebetter community. End of course mock exam including 100 questions to help you prepare for certification exam. P. madhiceg • 9 mo. To obtain a Snowflake Certification, you must take the applicable Exam and receive a passing score. SnowPro Certification Exams are available with Pearson VUE, both online and in testing centers worldwide. e. The SnowPro Advanced: Architect exam contains 60 multiple choice questions. From reading the rest of the study guide it appears that perhaps half the content is snowflake-specific and the rest may well be common knowldge among experienced data scientists without being specific to. Email Address. These topics are intended primarily for administrators (i. During the SnowPro course, we’ve seen the main concepts that compose. i have avoided Web UI pretty much whole time. ago. The top 3 cloud vendors you mentioned all handle in warehouse transformations really well as well. Ask Mike anything about becoming a Data Superhero, building ML models, his journey as a global nomad, and more!My course comes with video lectures and hands-on lessons that explain in-depth every aspect of Snowflake that appears in the core certification exam as well as quizzes and a final mock test which I have based on my experience taking the certification. Currently working on snowflake and. Question #5 Topic 1. The SnowPro Advanced Certification series is $375 (per exam attempt). 9K subscribers in the snowflake community. This is part one of a series of articles which will unpack just what that means. Upskill with Snowflake Certifications. SnowPro Certification exams offered by Snowflake are administered by Pearson Vue, and can be taken at over 1000 testing centers worldwide or remotely from your home with a virtual proctor. That being said, being able to execute arbitrary python code along with SQL/spark-sql is a huge benefit to Databricks. Exams can be scheduled between Monday, June 3, through Thursday, June 6. Ultimate SnowPro Core Certification Course & Exam - 2023 by Tom Bailey (Main Preparation Course) [COF-C02] Snowflake SnowPro Core Certification Practice Sets (Mock Exams) I scored 73% on my first mock exam and aiming to attempt the remaining tests as soon as possible. The Snowflake SnowPro-Core SnowPro Core Certification Exam is an important milestone to achieve career hunting success. The past can have a major impact on how a table format works today. Data Preparation and Feature Engineering: 15-20%. Question #6 Topic 1. Linkedin, Instagram, Reddit Pinterest. BTRSmitty. Snowflake plays very nicely wit dbt, because of zero-copy cloning. Each individual registration will. As someone who has just taken the AZ-104 course today, I can say that it is okay so far. Databricks provides a whole ecosystem of top-notch open-source technologies for data management, ETL/ELT workflows, streaming, ML ops, etc. by gbajwa76. Azure is still good for . Before I started going through a set of practice tests, I thought the exam would be fairly easy given I have four years experience. Pass any exam offered by Snowflake with completely free actual exam questions. 18 terms. Databricks is essentially the standard for Spark and for good reason. It is just so different from all of the other exams in that AWS platform knowledge doesn't get you some easy points here as it is really focused more on the math and algorithms of ML. If I remember correctly the badges are free - I think that can be a decent way to start to learn. Snowflake advanced data engineer certification. You don’t need to learn all the different technologies (eg redis, Postgres, MySQL, snowflake), you need to learn the underlying fundamentals (databases, data warehousing, data modelling, data transformation, data structures). I will be precise as much as I can It took me nearly 2-3 months to study and take the test Udemy courses are enough and also go for mock papers, that's really important (available in udemy) The SnowPro® Advanced: Data Engineer Certification Exam will test advanced knowledge and skills used to apply comprehensive data engineering principles using Snowflake. Snowflake offers a course called SnowPro Core Certification Preparation course which is an on-demand course that goes through the topics you need to know for becoming SnowPro Core certified. Business, Economics, and Finance. The results of each user is shared within 8-10 secs after the data criteria is shared. Cons:Having a tableau certificate is definitely worth if u wanna increase ur chances for the job and elevate for next level. If you’re just getting started with Snowflake or you’re driving advanced data projects, we provide the training and resources to be successful every step of the way. Snowflake includes a storage layer while Databricks provides storage by running on top of AWS S3, Azure Blob Storage, and Google Cloud Storage. Snowflake enables data storage, processing, and analytic solutions that are faster,. advices for SnowCore Pro cert. P. It will teach me nothing for real usage of Snowflake, so I will just go for the one that seems easier for me. More than 650K individuals hold associate, professional, or specialty AWS certifications. I had not used it on a day to day basis earlier but was getting into it now so wanted to use this as a. Currently closed due to reddit's recent api policy/pricing change. There will be a lot of overlap between the two. The Cost snowflake certification exam may start with a minimum of 200 USD. ago Taking the Snowflake-provided $375 SELF-PACED Snowpro Preparation course twice, back-to-back was NOT SUFFICIENT for me to get a passing score. Tackling Snowflake Certification - Practice Questions contains 5 practice exams that really do a good job of helping you prepare for the exam. Your primary goal for your first couple of months with LEIT should. I often see new Snowflake users set up their virtual warehouses to mimic an existing environment or predefined set of activities ( ). Snowflake Announces Cyber Essentials Plus Certification (CE+: a cybersecurity certification scheme established by the U. We offer this path as an alternative to certification because some employers (and learners!) prefer hands on portfolio submissions over exam performance. It is a 1. The exam would cost USD 375, and SnowPro Core certification is required. Edit: looking at the content for both and "Databricks Certified Associate Developer for Apache Spark 3. 1- SnowPro Advanced: Architect Certification. 1: Warehouses are Cattle, not Pets. The SnowPro Core Certification cost is $175 (per exam attempt). Database roles are similar to account-level roles except for their scope. Currently closed due to reddit's recent api policy/pricing change. This course covers Snowflake architectural principles and best practices, always. See what Cloud Database Management Systems Snowflake Data Cloud users also considered in their purchasing decision. " When I navigate to Accredible I don't see it. Cloud-based data warehouse company Snowflake is shifting its attention toward large language models and generative AI. Salesforce reps and employees please help comments sorted by Best Top New Controversial Q&A Add a. I’d personally go with the Advanced Data Engineer first and shortly after that I’d also take the Advanced Architect. Most of the people I know, find an exam cram and try to find areas that they are weak and read the snowflake documentation. Snowflake has a rating of 4. Not a replacement. Note: We run a small warehouse size on Snowlfake. Certification details. $19. AZ-140 Azure Virtual Desktop Course Certification - AVD. Briefly describe the article. These practice exams are crafted to test your knowledge for the real thing. Snowflake encrypts all customer data by default, using the latest security standards, at no additional cost. Updated August 2023 - 550 new questions aligning with the new COF-C02 Snowpro Core exam. Pair-Recent • 2 yr. GameStop Moderna Pfizer Johnson & Johnson AstraZeneca Walgreens Best Buy Novavax SpaceX Tesla. com to get it linked. Email notifications to. Is there any way I can get a 50% or something off voucher in snowflake. I've consulted with hundreds of people who have their SnowPro cert, many with 10+ years of field experience and they failed the exam the first time. First developed by Doug Cutting at Yahoo! and then made open source from 2012 onwards, Hadoop gained considerable traction as a possible replacement for analytic workloads (data warehouse applications), on expensive MPP. Yes I did! I've used the following resources in the end: - The video course provided by Snowflake - Couple hands-on sessions with a Snowflake instructorAs we mentioned earlier, when it comes to the cloud, you can't take your eyes off about security. Hands down. Udemy Business. 6 stars with 236 reviews. 005 per IP per hour for all public IPv4 addresses, whether attached to a service or not. I would like to know whether there is some promotional discount code for snowflake pro certification preparation. Software Engineer compensation at Snowflake ranges from $208K per year for IC1 to $606K per year for IC4. aws. Be the first to comment. It takes time, practice, and the right focus. Advertisement Coins. The median compensation package totals $414K. com: Snowflake: The Definitive Guide: Architecting, Designing, and Deploying on the Snowflake Data Cloud: 9781098103828: Avila,. The SnowPro Core exam is a 100 multiple choice question exam and costs $175 excluding taxes. SnowPro Advanced Data Engineer exam is the second exam available in the Snowflake Advanced Certification series. ago. I need tips / tricks /. Complete all the courses of Snowflake University to start with. ago. View community ranking In the Top 5% of largest communities on Reddit. Based on verified reviews from real users in the Cloud Database Management Systems market. For practice, you should try these Snowpro Core exam practice questions. Preview. The SnowPro Advanced Certification series is $375 (per exam attempt). I recently passed both available certifications — Snowflake Core Designer Certification and SnowPro Advanced Architect certification. Views. After working with Snowflake for almost four years I have finally bowed down to studying for the Snowflake certification and passed my exam this morning. Apply what you’ve learned in a lot of assignments & quizzes. The first 150 people who register and take our #SnowPro Advanced: Administrator Certification on or before August 31 can get 15% off the market price! To receive the discount, when you register for the exam and are prompted for payment, use this code: FirstSnowProAdmin. Get hands-on experience. I've asked their certifications team a few times in the past and they declined to answer. Snowflake SnowPro Core Re-Certification: Validates knowledge of updates to the Snowflake platform, intended for individuals whose SnowPro Core Certification is expiring. We surveyed over 650 SnowPro-certified individuals to find the leading career impacts of earning a SnowPro Core or Advanced Certification. The simplest and easiest for non-IT people is the Cloud Practitioner cert. The monthly budget is usually broken down in most companies, and each department is. Be ready to learn more tech, like AWS, if you want to be a DE. Last updated: 11/24/2023 In March 2022 I got a chance to participate on beta program for totally new Snowflake advanced certification for Administrators. Is there any good course or study material available to prepare for this?The SnowPro Core Certification demonstrates an individual’s knowledge of applying core expertise, implementing and migrating to Snowflake. There’s no need to first organize them with an ETL tool before. The Data Warehouse badge is the first badge in Snowflake's Hands On Essentials Series. e. GET = gets data out of Snowflake. PROFESSIONAL DEVELOPMENT. Tackling Snowflake Certification - Practice Questions contains 5 practice exams that really do a good job of helping you prepare for the exam. AWS is also way more customer-centric meaning we get great support and their product teams/engineers are way more accessible. We're working on rolling the exam out via a proctoring service and obtaining secure, verifiable digital badging certifications for those who pass. Knowledge of an additional computer language is recommended but not required. Related Topics Udemy e-learning Learning Learning and Education comments. SnowPro Advanced: Data Engineer. 226 terms. CryptoDatabricks is similar to Snowflake in that it is a SaaS solution, but the architecture is quite different because it is based on Spark. Read a lot mixed reviews about skill cert pro. 0" is spark centric but pretty dam basic. Step 2: Review the Exam Blueprint and Study Resources. I agree with your point of view. Snowflake SnowPro Core Certification Exam Practice 2022. r/udemycoupon4u • Posted by giocos. Once you are register in Mindtickle. Snowflake Architect certification preparation. For more. answer 80 or more questions correctly. originally published by John Ryan. The SnowPro Advanced Certification exams, including Data Analyst, Architect, Database Administrator, and Data Engineer, each cost $375 (approximately ₹28,000) per attempt. 2) Accelerate Quality of. If you're just building a data vault and don't care about vendor lock, then Snowflake is probably a reasonable choice. Ask Question. Note: This is not paid advertisement, and I am sharing based on my personal choice if you like then opt for that else Snowflake University is our best friend. I've passed AZ-900 and DP-200 (by following multiple learning resources. Snowflake will manage the dependencies and automatically materialize results based on your freshness targets. There, you can test using a GraphQL API that’s. The certification has been suspended at the end of March and was recently ramped up again. Only way I was able to get it linked up was to send an email to PartnerSupport@snowflake. SnowPro Core Certification Resources. ' But it has SQL practice exercises to play around with in the customer-facing Epic-owned training environments. Unofficial subreddit for discussion relating to the Snowflake Data Cloud. The Snowflake Advanced Certification Series offers role-based certifications designed for Snowflake practitioners who have at least two years of Snowflake experience. They are trying to move everyone to Snowsight, but it seems more like a high level UI designed for business analysts and program managers. The resources that helped me were snowflake university guide and practice exams, YouTube series by a lady who I can’t. Thanks for your interest, we will re-open later. If that’s what you want to do it’s an easy choice. TARGET_SCHEMA}. The certification exam guide recommends a combination of hands-on experience and instructor-led training as preparation for the exam. I do not have real-time project experience in using Snowflake, so I thought certification would help me in changing my job that is using Snowflake. Loading guides, please wait. You can use the PUT and GET statements to work with stages to put and get data into and out of Snowflake. The exam is intended to be difficult. Using ExamTopics. I've written an article giving advice about it - and an outline of the other certifications you may be interested in. Using our Snowflake mock test questions, you gain a complete comprehension of the Snowflake certification, guaranteeing your progress in the Snowflake exam. The SnowPro Advanced Certification series consists of five role-based advanced certifications, which will be available soon. SnowPro Core Certification Snowflake Hands On Essentials - Data Applications Snowflake Hands On Essentials - Data Sharing Snowflake Hands On Essentials - Data Lake. I believe the dialect that Snowflake uses is similar to PostgreSQL. To pass, you need to get 80% or more, i. Download your snowflake PDF now. From an ELT standpoint, it can do with L and T, but not E. It is also easy and a waste of time unless someone else is paying for it. Snowflake Certification FAQs. Vendor: Snowflake Inc. All the questions you need to prepare for the SnowPro Core exam . The topic percentages of the first version seems easier for me personally. Snowflake offers SnowPro Core and SnowPro Advanced. There's no need for people to panic and drive their car into the nearest stationary object. Yes! Take advantage of discounted exam rates by earning your SnowPro Certification at Summit. Net and more recently getting access to things like OpenAI/ChatGPT with enterprise-friendly licensing. Can you please guide how to a get my course completion certification. Effective October 31, 2023, Snowflake has migrated all active badges, accreditations, and certifications from Credly over to Accredible. I am interested in this certification but have very little idea on how to get started. The questions will be based on the following topics that are key for Snowflake SnowPro Core Certification -. Correct Answers: A, B, C, and D. Use this as a guide to structure your study plan. With these changes, the previous certification program and exam has been sunsetted. Reference Docs - read reference material about Snowflake. Snowflake SnowPro. Snowflake plays very nicely wit dbt, because of zero-copy cloning. GameStop Moderna Pfizer Johnson & Johnson AstraZeneca Walgreens Best Buy Novavax SpaceX TeslaThat said, onprem vs cloud is cost upfront vs monthly, then it is that you need to know upfront when your cpu/am/disk limits need to step up, in cloud that takes like 1 min to get more. Haven't taken the Data Engineering one yet, probably will soon. Exam Overview. 250 are included in this course. Firstly, Welcome to the Snowflake world! 😀 For SnowPro Core exam, you can follow below steps and easily aim to score high marks with consistent preparation. ications. BTRSmitty. Dynamic Tables only operate on data that has changed since the last refresh to make high data volumes and complex pipelines simpler and more cost-efficient. What is concerning for your use case is your mention of streams. Redirecting to /r/snowflake/comments/108mk6j/snowflake_certification_guide/j3uvkfr/. I am especially interested in hearing from those who have already passed the exam and can share their experiences. Similar to Redshift and pricing and multi-cluster workload, Snowflake sells itself as a low maintenance cloud data warehouse that automates DBA work and is a single source of truth. However, Snowflake is extremely well documented and there's lots of help and resources online out there to teach you the ropes. Basically, I'm a novice programmer (I have taken a course on basics while in uni and have been around tech as a kid) that wants to be able to be SnowPro certified and was wondering what recommendations you would have route wise.