Data Science with Python
After this course, you will be able to crawl, clean, process, analyze and discover insights behind data.
Course Details
Course Duration : 18 Hours
Course Style : Offline
Language : Cantonese
Course Tests : 2 Times
Post-Course Support : WhatsApp Discussion Group
After you successfully finish the complete course and pass all tests, we will grant you a graduation certificate
Course Syllabus
1. Web Scraping with Python
- Practice BeautifulSoup
- Practice Selenium
2. Machine Learning
- Data Mining Methods
- Model Development
- Model Evaluation
- Overfitting Prevention
3. Tree-based Machine Learning Algorithms
- Decision Tree Algorithm
- Random Forest
4. Artificial Neural Network (ANN) & Deep Learning
- ANN and DNN with Tensorflow
5. Clustering Algorithms
- Kmeans and Other Algorithms
6. Regression Analysis
- Linear & Polynomial Regression Techniques