How to Become a Data Analyst in 2025? (complete roadmap)

Get Intro to Python ebook (free) 👉🏼 https://clickhubspot.com/jy6f In today's video I am sharing Data Analyst Roadmap with 6 steps. I would recommend watching the video in its entirety as each step builds on top of the other. Sign up for Salary Negotiation Masterclass 👉🏼 https://salary.sklab.io # Subscribe https://www.youtube.com/sundaskhalid # Watch this Next https://youtube.com/playlist?list=PLNvMRDyXHRncmH4YJYcHhtLnxtqLOOm9o&si=Ut42VKeM9kW_T1N_ https://youtube.com/playlist?list=PLNvMRDyXHRnfO0r030Hp8XJqauG49Tnxy&si=JlhO5tBkLUjOtZ-f https://youtube.com/playlist?list=PLNvMRDyXHRnfRw-wJa4BSUdZjtnBEXkGH&si=b0YAQPC0_coyQ9J1 https://youtube.com/playlist?list=PLNvMRDyXHRneiXWLSPJX2ZhMp09bpSJkV&si=GuCGqlbgsI2sw6AO # COURSES & CERTIFICATES 🌍 ALL COURSES 👉🏼 https://kit.co/SundasKhalid # Data Scientist 📊 Data Science Certificate 👉🏼 https://imp.i384100.net/DataScienceCert 🏅 Data Science Bootcamp 👉🏼 http://datacamp.pxf.io/DS 🌍 Data Scientist Bootcamp 👉🏼 https://bit.ly/data-scientist-bootcamp # Data Analyst 1️⃣ Google Data Analytics Certificate 👉🏼 https://imp.i384100.net/GoogleDataCert 2️⃣ Google Advanced Data Analytics Certificate 👉🏼 https://imp.i384100.net/advanced-data-analyst 📈 Data Analyst Certification 👉🏼 http://datacamp.pxf.io/data-analyst_cert ⚡ IBM Data Analytics Certificate 👉🏼 https://imp.i384100.net/ibm-data-analyst 📊 Microsoft BI Data Analyst Certificate 👉🏼 https://imp.i384100.net/msft-dataanalyst # Product Manager ⚡ AI Product Manager Certification by OpenAI PM (25% off) 👉🏼 https://maven.com/product-faculty/ai-product-management-certification?promoCode=SUNDAS25YT # Data Engineer 🏅 Data Engineer Certificate 👉🏼 http://datacamp.pxf.io/DE 📊 Meta Data Engineer Certificate 👉🏼 http://imp.i384100.net/meta-dataengineer ⚡ IBM Data Engineer 👉🏼 http://imp.i384100.net/data-engineer # Python 🐍 Python for Everybody 👉🏼 https://imp.i384100.net/PythonSpec ⚡ Intro to Python I 👉🏼 https://datacamp.pxf.io/Python_1 💻 Intro to Python II 👉🏼 https://datacamp.pxf.io/PythonII 🤖 Python for Machine Learning 👉🏼 https://datacamp.pxf.io/ML101 # SQL ✨ SQL 101 👉🏼 https://datacamp.pxf.io/SQL101 ⚡ SQL Basics for Data Science 👉🏼 https://imp.i384100.net/SQLforDS 📊 SQL Associate Certificate 👉🏼 http://datacamp.pxf.io/SQL-cert 🏅 SQL Bootcamp 👉🏼 https://bit.ly/sql-bootcamps # Machine Learning 🏅 Machine Learning Bootcamp 👉🏼 https://bit.ly/machine-learning-atoz ⚙️ Machine Learning Specialization 👉🏼 https://imp.i384100.net/ML ⚡ Deep Learning 👉🏼 https://imp.i384100.net/deeplearning ⚙️ AI Engineer Certificate https://imp.i384100.net/AI # Statistics ⚙️ Intro to Stats for Data Science 👉🏼 https://datacamp.pxf.io/Stats101 📑 Intro to Statistics 👉🏼 https://imp.i384100.net/Stats # EXCEL 🎨 Excel for Data Analysis 👉🏼 https://imp.i384100.net/Excel ✍️ Excel 101 👉🏼 https://datacamp.pxf.io/Excel101 # MY FAVORITE TOOLS 🏅 Practice Coding Interviews 👉🏼 https://www.stratascratch.com/?via=sundas ✍️ Coursera Plus 7 day free trial 👉🏼 https://imp.i384100.net/CourseraPlus 🏅 Julius AI for data analysis 👉🏼 https://julius.ai/?via=Sundas 🤖 Datacamp AI Datalab 👉🏼 datacamp.pxf.io/datalabs # Social Media 🎥 YouTube: https://www.youtube.com/sundaskhalid 🌄 Instagram: https://www.instagram.com/sundaskhalidd ⏰ TikTok: https://www.tiktok.com/@sundaskhalidd 📚 Linkedin: https://www.linkedin.com/in/sundaskhalid 🅧 X/Twitter: https://www.twitter.com/sundaskhalid6 🧵 Threads: https://www.threads.net/@sundaskhalidd 🛍️ Amazon storefront: https://www.amazon.com/shop/sundaskhalidd Some of the links included are affiliate links and help me keep this channel going. Thanks for the support. Business inquiries: [email protected] #dataanalyst #dataanalytics