Machine Learning Algorithms > PACKT 원서리스트

1: A GENTLE INTRODUCTION TO MACHINE LEARNING

2: IMPORTANT ELEMENTS IN MACHINE LEARNING

3: FEATURE SELECTION AND FEATURE ENGINEERING

4: LINEAR REGRESSION

5: LOGISTIC REGRESSION

6: NAIVE BAYES

7: SUPPORT VECTOR MACHINES

8: DECISION TREES AND ENSEMBLE LEARNING

9: CLUSTERING FUNDAMENTALS

10: HIERARCHICAL CLUSTERING

11: INTRODUCTION TO RECOMMENDATION SYSTEMS

12: INTRODUCTION TO NATURAL LANGUAGE PROCESSING

13: TOPIC MODELING AND SENTIMENT ANALYSIS IN NLP

14: A BRIEF INTRODUCTION TO DEEP LEARNING AND TENSORFLOW

15: CREATING A MACHINE LEARNING ARCHITECTURE