👋 Hi, I’m Serdar Gundogdu.
Innovator, Problem Solver, Python Geek, Data Scientist, Engineer, Lean Practitioner, Lean 6 Sigma Black Belt. I’m interested in Data Science and Python. I have a good understanding on Python. I share my growth mindset on http://www.dsml101.com
My Future Design Of V-Shaped Data Scientist Me, Toolbox.
Newest Share is GitHub Foundations Certification on 13 February 2025
--| Python Deep Dive
- Identifier Names
- Variables and Memory
- Everything is an Object
- Function Parameters
- Global and Local Scopes
- Free Variables and Closures
- Decorators
- Named Tuples
- Python Coding Concepts
--| Pandas
- Data Exploration with Pandas
- Aggregate and Merge Data with Pandas
- Rule-Based Classification : Potential Customer Revenue Calculation with Pandas
- Beautiful Plotly Charts: Analysing the Android App Store
- Analysing The Nobel Prize with Plotly, Matplotlib and Seaborn
- CRM Analytics: RFM (Recency, Frequency, Monetary) Analysis : Customer Segmentation
- CRM Analytics: BG-NBD and Gamma-Gamma Model: CLV (Customer Lifetime Value) Prediction
- Rating Products
- Sorting Products
- IMDB Application
- Sorting Reviews
- Sorting Products, Sorting Reviews
- The Tragic Discovery of Handwashing: t-Tests and Distributions
- Introduction to The Gradient Descent Algorithm
- Multivariable Regression
- Multivariable Regression and Valuation: Predict House Prices
- Titanic, My First Submission on Kaggle
- House Prices: Advanced Regression Techniques
- Football Talent Hunt Classification With ML
- Customer Segmentation with Unsupervised Learning
- Spaceship Titanic: A Complete Guide
-| Time Series
- Data Science Evolution for Time Series With 61 Libraries and Task List in 2024
- Resampling and Visualising Time Series
- Forecasting Bus Demand with Time Series
- GDZ Electric Datathlon Smoothing and Statistical Methods
- GDZ Electric Datathon Machine Learning Solution (LightGBM)
- GDZ Electric Datathon Machine Learning Solution Fundamental (XGBoost)
- GDZ Electric Datathon Machine Learning Solution Advanced (XGBoost)
- GDZ Electric Datathon Machine Learning Solution Fundamental (Prophet)
- GDZ Electric Datathon Machine Learning Solution Advanced (Prophet)
- A Full Guide of PROPHET Model in GDZ Electric
- A Full Guide of XGBoost
- Neural Nets - Pre-Trained Image Classification
- Neural Nets - Keras Cifar 10 Classification
- Time Series Fundamentals in TensorFlow
-| SQL Querying
- AWS Cloud Practitioner-Infographics
- AWS Certified Cloud Practitioner Exam Prep Transcripts
- Microsoft Certified: Azure Fundamentals
- Google Cloud Digital Leader Learning Path
- A Cloud Technology Journey in 2024
- Microsoft Certified: Azure Data Fundamentals
- Microsoft Certified: Azure AI Fundamentals
- Computer Science explained
- Introduction to C - Pointers in C
- Introduction to C - Structures in C
- Introduction to C - Type definitions: typedef
- UML Diagrams
- S.O.L.I.D. Design Principles in Python
- Advanced OOP in Python
- Design Patterns in Python Cheat Sheet
- Introduction to Linux
- OSI Model Deep Dive
- GitHub Foundations Certification
You can see my Become A Data Scientist plan on Notion.