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Bioinformatics Project from Scratch - Drug Discovery Part 1 (Data Collection and Pre-Processing)
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Classroom Contents
Python Data Science Project
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- 1 Machine Learning in Python: Building a Classification Model
- 2 Compare Machine Learning Classifiers in Python
- 3 Hyperparameter Tuning of Machine Learning Model in Python
- 4 Practical Introduction to Google Colab for Data Science
- 5 File Handling in Google Colab for Data Science
- 6 Machine Learning in Python: Building a Linear Regression Model
- 7 Machine Learning in Python: Principal Component Analysis (PCA) for Handling High-Dimensional Data
- 8 How to Plot an ROC Curve in Python | Machine Learning in Python
- 9 Easy Web Scraping in Python using Pandas for Data Science
- 10 Data Science for Computational Drug Discovery using Python (Part 1)
- 11 Pandas Profiling for Data Science (Quick and Easy Exploratory Data Analysis)
- 12 Exploratory Data Analysis in Python using pandas
- 13 Quick tour of PyCaret (a low-code machine learning library in Python)
- 14 Bioinformatics Project from Scratch - Drug Discovery Part 1 (Data Collection and Pre-Processing)
- 15 How to stack machine learning models in Python
- 16 How to Master Python for Data Science
- 17 Build your first machine learning model in Python
