The Complete Data Analyst Roadmap (In 12 Minutes) скачать в хорошем качестве

The Complete Data Analyst Roadmap (In 12 Minutes)

Want to become a data analyst but not sure where to start? In this video, we’ve mapped out a complete roadmap to help you go from absolute beginner to landing your first data analytics job—all with clear timelines, essential skills, and practical tips. Here’s what we cover: 1️⃣ Choosing the right learning approach (self-taught, bootcamp, or degree) 2️⃣ Building a foundation in math and statistics (4–6 weeks) 3️⃣ Learning Excel and SQL — the core tools of data analytics (2 months) 4️⃣ Practicing data cleaning and visualization (1–2 months) 5️⃣ Mastering Python for data analysis (2–4 months) 6️⃣ Working on real-world projects to gain hands-on experience (2–3 months) 7️⃣ Exploring machine learning & AI (optional, but valuable!) 8️⃣ Building your portfolio + applying for jobs (3 months) Plus: We share free resources for every step—including tutorials, practice tools, and community links. 00:00 Starting Your Data Analyst Journey - A Full Roadmap 00:20 Choosing Your Learning Path In Data Analytics 00:28 Data Analysis - The Self-Taught Route 00:42 Data Analysis - Bootcamps and Online Courses 01:02 Data Analysis - Traditional Degree Option 01:28 Core Topics and Skills Overview 01:36 Math and Statistics Fundamentals In Data Analytics 01:50 Descriptive and Inferential Statistics 02:43 Essential Tools: Excel and SQL 02:52 Mastering Excel 03:32 Learning SQL 04:50 Data Cleaning and Visualization 04:57 Data Cleaning Techniques 05:34 Data Visualization Basics 05:51 Advanced Visualization Tools 06:39 Learning Python for Data Analysis 08:05 Applying Your Skills to Real Projects 09:29 Exploring Machine Learning and AI 09:55 Building Your Portfolio 10:44 Landing Your First Data Analyst Job 🎯 Ready to fast-track your career? Check out Masterschool’s Data Analytics Program for expert-led learning, projects, and job support: https://goto.masterschool.com/wwb 📊 Become a data analyst with Masterschool, fully funded by the German government. Check your eligibility here: https://goto.masterschool.com/ndj 👍 Like, subscribe, and drop a comment with where you’re at in your learning journey! #DataAnalytics #CareerInTech #LearnDataSkills #Masterschool #AnalyticsRoadmap Follow us on the Socials:   / joinmasterschool     / masterschool.com     / joinmasterschool     / joinmasterschool     / masterschoolhq      / @msit.official