Data Science Bootcamp

Mathematics - Law of probability 概率论

Mathematics - Conditional expectation 条件期望

Mathematics - Matrix 矩阵

Mathematics - Gradient descent 梯度下降

Statistics - Descriptive statistics 描述统计学

Statistics - Inferential statistics 推论统计学

Single choice.Single choice.Single choice.

Statistics - Linear regression线性回归

Statistics - Logistic regression逻辑回归

Machine Learning - Visualization

Machine Learning - Machine Learning

Machine Learning - Cross Validation

Machine Learning - Deep learning

Databases and distributed systems - SQL

Databases and distributed systems - Database NoSQL
Databases and distributed systems - Hadoop
Databases and distributed systems - Spark
Programming - Algorithms
Programming - Deployment
Programming - Python
Programming - R