I help people master data analysis and machine learning. I cover mainly Python and Excel, with 6.5 years of tutoring experience. Also a prospective postgraduate in MS in Data Science at Texas A&M University.
【What I teach】
1. Python
✅ Programming(w/ data structures、OOP)
✅ Data cleaning & analyzing
✅ Data Visualization
✅ Web-scraping
✅ AI & Machine Learning
2. Excel
✅ Basic/Advanced formulas, charts, dashboards, reports
✅ Quantitative mindset & techniques
✅ Pivot Tables、Power Pivot
✅ Power Query(M code)、DAX formulas
✅ Power BI
【Whom should be concerned】
✅ Transitioning from a non-technical background to the data science field
✅ Wish to enhance Excel/Python skills and stand out at work
✅ Resolve difficulties dealing with data at work
✅ Overloaded with information & don't know what to do during analysis
✅ Wish to build your own projects and portfolios to land a job
✅ Wish to learn statistical or machine learning theories, and put them into practice at work
【Teaching Style】
👉 Step-by-step: Learn and build skills with confidence from zero to hero
👉 Systematic: Use logical frameworks to avoid ineffective fragmented learning
👉 Hands-on: A TON of practices to get familiar with and internalize important concepts
👉 Portfolio: Build the course content into unique portfolio to showcase your ability (I will be your project mentor)
👉 24/7 care: Feel free to contact me off-class should you have any questions. I'll be there for help.
【Tutoring Experience】
1️⃣ Durham University (#6 in UK) MSc Business Analytics Student: Natural Language Analysis
2️⃣ Northwestern University (#10 in US) BS in Computer Science Student: Data Science II with Python
3️⃣ National Tsing Hua University (#2 in Taiwan) MS in Industrial Engineering Student: Python programming
4️⃣ Excel Data Analysis
【Project-Mentoring Experience】
1️⃣ EC Platform Customer Segmentation
2️⃣ Business Development Optimization
3️⃣ Space Rental Service Pricing Optimization
4️⃣ Logistics & Warehousing Optimization