My examples of solving various problems of Data Science based on completed online courses
№ |
Title |
1 |
Algorithms and Structures |
Machine Learning Problems
№ |
Title |
1 |
Data Visualization with Matplotlib |
2 |
Data Visualization with Seaborn |
3 |
Linear Regression |
4 |
Logistic Regression |
5 |
K-Nearest Neighbors |
6 |
Random Forest |
7 |
Support Vector Machine |
8 |
K-Means Clustering |
9 |
Principal Component Analysis |
10 |
Naive Bayes |
№ |
Title |
1 |
Artificial Neural Network with TensorFlow |
2 |
Convolutional Neural Networks |
3 |
Recurrent Neural Networks |
4 |
Autoencoders |
5 |
Generative Adversarial Networks |
6 |
Reinforcement Learning |
№ |
Title |
1 |
Neural Style Transfer |
Natural Language Processing Problems
№ |
Title |
1 |
Character-Level Language Modeling |