DataExpert.io

✅ Week 2: DataExpert.io Analytics Engineering Bootcamp ✅ Another great week and a packed schedule with the highlight being hearing from Carly and her experiences in the industry: 🌟 🔷 Tuesday: TA Support Office Hours 🔷 Wednesday: CDC vs SCD(with Snowflake) & Tech Talk with Carly, who just helped deliver Call of Duty: Black Ops 6! 🤯🎮 🔷 Thursday: Passing the Python 🐍 Interview with Zach 🔷 Friday: Data Modelling with Snowflake & Week 1 Assignment Deadline 📅 🔷 Saturday: TA Support Office Hours My goal for the rest of this week is to wrap up the assignment and get started on the Capstone Project! 💼

👉 You may have heard of Data Analysts, Data Scientists, and Data Engineers, but do you know about Analytics Engineers, ML Engineers, and Decision Scientists? There are so many exciting data roles, but with so many titles and specializations, you might wonder, "Which path is right for me?" Here's a breakdown of each role, with their unique strengths and skillsets: ---------------------------------------------------------------------------------- 🔍 Data Analysts: The Insight Hunters 🔵 Strengths: Transforming raw data into actionable insights, visualizing trends, and communicating findings to stakeholders. 🔵 Skills to Develop: Excel, SQL, Tableau, Power BI, basic statistical modeling. 🔵 Perfect for You If: You love exploring data, spotting trends, and turning complex information into digestible insights for business partners. 🧪 Data Scientists: The Experimenters 🔴 Strengths: Building complex models, predictive analytics, machine learning, diving deep into unstructured data. 🔴 Skills to Develop: Python, R, advanced statistical methods, machine learning algorithms. 🔴 Perfect for You If: You have a curious mind, enjoy experimentation, and love uncovering hidden patterns in data. 🛠️ Data Engineers: The Builders 🟢 Strengths: Designing and maintaining data architectures, ETL processes, ensuring data quality and efficiency. 🟢 Skills to Develop: SQL, Airflow, Spark, Data Warehousing, Pipelines, Cloud Data Warehouse 🟢 Perfect for You If: You have a knack for building and enjoy creating robust foundations that empower others to work with data. 🔧 Analytics Engineers: The Pipeline Specialists 🟣 Strengths: Building modular data transformations, creating reliable data models, implementing data testing and documentation. 🟣 Skills to Develop: dbt, SQL, version control, data modeling, Apache Airflow 🟣 Perfect for You If: You love creating order from chaos and building scalable, maintainable data transformations that others can trust and understand. 🤖 ML Engineers: The Deployers 🟡 Strengths: Productionizing machine learning models, building ML infrastructure, optimizing model performance. 🟡 Skills to Develop: MLflow, Docker, Inc, Kubernetes, Python, TensorFlow/PyTorch. 🟡 Perfect for You If: You enjoy bridging the gap between data science and engineering, making ML models work reliably in production. 🎯 Decision Scientists: The Strategists 🟤 Strengths: Combining data science with business strategy, designing experiments, causal inference, and optimization. 🟤 Skills to Develop: A/B testing, business strategy, R, experimental design, optimization techniques, statistical analysis 🟤 Perfect for You If: You're passionate about using data to drive strategic decisions and love designing experiments to prove causation, not just correlation. ---------------------------------------------------------------------------------- What role interests you the most? Drop a comment below! 👇 #DataScience #DataAnalytics #DataEngineering

🚀🚀🚀 Transitioning into data science 🚀🚀🚀 If you’re looking to transition in the world of data science to pursue your career, I definitely would advise you to get into a bootcamp like there are many good ones:  Ironhack, Le Wagon, Jedha Bootcamp, Science to Data Science (S2DS) or DataExpert.io for more advanced people interested in data engineering. My recommendations for someone’s looking to transition into data science based on his/her background:  - Coming with a PhD in fundamental sciences -> Data science or data engineering bootcamps to look for data scientist or data engineer positions, respectively - Coming from engineering background (masters’ degree in other fields that AI of course !) -> Data science or data engineering bootcamp to look for data scientist or data engineer positions, respectively - Coming from business background -> Data analysis bootcamps, it would be easier for you to enter the job market as the technical prerequisites are lower ! To read more, in my blog article, I describe why you should consider doing a bootcamp if you're willing to shift into a data-related position: https://lnkd.in/eZQxtMSd ! Next, I interviewed a data analyst and data scientist who undertook these bootcamps. I'll share their return of experience soon ! #datascience #dataanalytics #dataengineering #PhD #careers #blog #technology #future Cheers!

Analytics engineering is so hot right now and a part of that is dbt and a part of that is Snowflake! This is the entire curriculum for the October 14th cohort! There’s 18 seats left in this cohort! You can get 15% off by going to DataExpert.io/zach15 Excited to see yall there! #dataengineering

Picture this: You walk into interviews with your SQL, dbt, and Data Modeling skills fully sharpened, dropping a capstone project so good, even the hiring managers can’t ignore you. 👀💥 Analytics Engineering is the next big thing, and if you’re looking to step up your game as an analyst, this is your moment to shine! With tools like dbt, Snowflake, Trino, and Airflow, you’ll be the data world’s next unstoppable force. ⚡ We’re launching a LIVE Analytics Engineering Bootcamp on October 14th, led by Zach Wilson and Bruno Souza de Lima—and trust me, this bootcamp will set you apart. 💥 If you’re ready to level up and become the main character in your career journey, don’t wait—limited seats available! 👉 Check out all the details here: [dataexpert.io/pricing] #DataEngineering #AnalyticsEngineering #DataExpert.io

Remember that rejection is just redirection!

Analytics Engineering is the next big leap in the data world, reshaping how companies make decisions. That's why we're launching a LIVE Analytics Engineering Bootcamp at DataExpert.io starting October 14th, led by the one and only Zach Wilson! 🚀 In this bootcamp, you'll: ▶ Master data transformation with tools like dbt, Trino, Snowflake, and Airflow ▶ Learn to bridge the gap between data engineering and analytics ▶ Master analytical patterns like Growth Accounting, J Curves, and more ▶ Build a capstone project to impress hiring managers ▶ Prepare for 5 key interview areas: SQL, Python, Data Modeling, Product Sense, Behavioral Seats are LIMITED and going FAST! If you're ready to future-proof your career, this is the opportunity you’ve been waiting for. 🎯 👉 Details & enrollment: https://lnkd.in/efUBDR8P P.S. Don’t miss out on the Early Bird Discount – check the first comment for the details! 👀 #DataEngineering #AnalyticsEngineering #DataExpert.io

Analytics Engineering is the next big leap in the data world, reshaping how companies make decisions. That's why we're launching a LIVE Analytics Engineering Bootcamp at DataExpert.io starting October 14th, led by the one and only Zach Wilson! 🚀 In this bootcamp, you'll: ▶ Master data transformation with tools like dbt, Trino, Snowflake, and Airflow ▶ Learn to bridge the gap between data engineering and analytics ▶ Master analytical patterns like Growth Accounting, J Curves, and more ▶ Build a capstone project to impress hiring managers ▶ Prepare for 5 key interview areas: SQL, Python, Data Modeling, Product Sense, Behavioral Seats are LIMITED and going FAST! If you're ready to future-proof your career, this is the opportunity you’ve been waiting for. 🎯 👉 Details & enrollment: https://lnkd.in/efUBDR8P P.S. Don’t miss out on the Early Bird Discount – check the first comment for the details! 👀 #DataEngineering #AnalyticsEngineering #DataExpert.io

I’ll never forget the mentors who had my back when I was just starting out—they saved me from a lot of "what do I do next?" moments! Now, it’s my turn to pay it forward. 💪 If you’re wondering if our program at DataExpert.io is the right fit, need some help with your resume, or just want some solid career advice—I’m setting up 1:1 calls to chat! Here is the link to schedule your calls [https://lnkd.in/eQAcKRhg] Let’s make things happen and get you on the right path! 🚀 #DataEngineering #CareerGuidance #Mentorship #ResumeHelp #LevelUpYourCareer

I’m proud to share that I’ve obtained a new certification: Data Engineering Certificate of Excellency from DataExpert.io! The journey had its challenges, but I’m incredibly grateful to Mitali Gupta for her unwavering support and guidance, which were instrumental in helping me reach the finish line. A huge shoutout to my amazing teammates, Juan Sebastian Gomez Celis and Sagar Arora, for always being there and making this experience both productive and enjoyable. Thank you to everyone who believed in me and offered their support along the way. Here’s to new beginnings, continuous learning, and exciting opportunities ahead! 🚀 #DataEngineer #ProfessionalDevelopment #Gratitude #Mentorship #ContinuousLearning 🚀