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「Where Does The Time Go」
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22
lecture notes
13
machine learning
11
model
10
interview
7
study notes
7
neural network
5
sql
3
data analysis
2
AB Testing
1
algorithm
1
classification
1
data processing
1
2022
Data Analysis: 因果推断
因果推断方法介绍
Machine Learning: NLP with RNN and Attention
Char-RNN, Sentiment analysis, Bidirectional RNN, Attention
Machine Learning: RNN
RNN Introduction, LSTM, GRU, WaveNet
Machine Learning: CNN
CNN introduction and Common Architectures
Machine Learning: Training DNN
Initialization, optimization, transfer learning
Machine Learning: Artificial Neural Networks
Artificial Neural Network with Keras
Machine Learning: 知识点汇总
面试各类问题知识点整理
Machine Learning: Interview Questions
重点机器学习相关面试问题
Machine Learning: Unsupervised Learning
Introduction to unsupervised learning models
Machine Learning: Dimensionality Reduction Techniques
Introduction to dimensionality reduction and python implementation
Machine Learning: Ensemble Learning and Random Forest
A thorough introduction to Ensemble learning
Machine Learning: Decision Tree
A thorough introduction to Decision Tree
Machine Learning: Support Vector Machine
A thorough introduction to SVM
SQL For Interview (Strings)
A collection of string operations
Machine Learning: Classification Problem
A guide to classification algorithm and metrics
Machine Learning: Model Training Algorithms
A guide to different training algorithms
Machine Learning: Deal with imbalanced data
A guide to handling imbalanced data in python
Machine Learning: Types and Challenges
An overall introduction to machine learning
SQL For Interview (Common Key Points)
Study notes of Liuge's blogs
Data Analysis Methods
Study notes of Liuge's blogs
SQL For Interview (Window Functions)
Study notes of Liuge's blogs
2021
AB Testing Study Notes(1)
AB Testing Overview and Important Ethics