Enroll Course: https://www.udemy.com/course/veri-bilimi-yolculugu/
Are you looking to dive into the exciting world of Data Science and Machine Learning? The ‘PYTHON, Veri Bilimi ve Makine Öğrenmesi Yolculuğu’ (PYTHON, Data Science and Machine Learning Journey) course on Udemy offers a comprehensive path for beginners. This course tackles two common pain points often found in technical education: the lack of full-screen video and the disconnect between expert instructors and absolute beginners.
The instructor’s primary goal is to demystify the process of undertaking a data science project. They aim to clearly explain each step, the rationale behind it, and its practical application. For the machine learning segments, the instructor takes a unique approach by simulating a beginner’s perspective. They explain concepts as if teaching a complete novice, anticipating and answering the questions a beginner might have. This method ensures that the learning experience is highly accessible and relatable.
The course emphasizes understanding the ‘what, why, where, and how’ of every algorithm, code snippet, and parameter, rather than just rote memorization. The aim is to empower learners to become knowledgeable practitioners, not just coders. The instructor is committed to keeping the course updated based on student feedback and questions, promising an evolving and responsive learning environment.
Here’s a breakdown of the key technologies and concepts covered:
* **Python:** Essential Python for data science applications.
* **NumPy:** For performing numerical operations.
* **Pandas:** For data manipulation and analysis.
* **Matplotlib & Seaborn:** For data visualization and graphic customization.
* **Scikit-learn:** For building machine learning models.
The machine learning models you’ll explore include:
* Linear Regression
* Polynomial Regression
* Ridge, Lasso, ElasticNet
* Logistic Regression
* Decision Tree
* Random Forest
* AdaBoost, Gradient Boosting
* K-Nearest Neighbors
* Support Vector Machines
* K-Means Clustering
* Hierarchical Clustering
* DBSCAN
If you’re ready to start your journey into data science and machine learning with a structured, beginner-friendly approach, this Udemy course is a highly recommended starting point. The instructor’s commitment to clarity and addressing beginner challenges makes it an excellent choice for anyone looking to build a solid foundation in these powerful fields.
Enroll Course: https://www.udemy.com/course/veri-bilimi-yolculugu/