Predictive Analysis | AI Artificial Intelligence | Python

سرفصل های دوره

Analyze data quickly and easily with Python library and understand well the basics of the techniques used in prediction

1 - Introduction to Predictive Analysis

2 - Random Forest and Extremely Random Forest

3 - Dealing with Class Imbalance

4 - Grid Search

5 - Adaboost Regressor

6 - Predicting Traffic Using Extremely Random Forest Regressor

7 - Traffic Prediction

8 - Detecting patterns with Unsupervised Learning

9 - Clustering

10 - Clustering Meanshift

11 - Clustering Meanshift Continues

12 - Affinity Propagation Model

13 - Affinity Propagation Model Continues

14 - Clustering Quality

15 - Program of Clustering Quality

16 - Gaussian Mixture Model

17 - Program of Gaussian Mixture Model

18 - Classification in Artificial Intelligence

19 - Processing Data

20 - Logistic Regression Classifier

21 - Logistic Regression Classifier Example Using Python

22 - Naive Bayes Classifier and its Examples

23 - Confusion Matrix

24 - Example os Confusion Matrix

25 - Support Vector Machines ClassifierSVM

26 - SVM Classifier Examples

27 - Concept of Logic Programming

28 - Matching the Mathematical Expression

29 - Parsing Family Tree and its Example

30 - Analyzing Geography Logic Programming

31 - Puzzle Solver and its Example

32 - What is Heuristic Search

33 - Local Search Technique

34 - Constraint Satisfaction Problem

35 - Region Coloring Problem

36 - Building Maze

37 - Puzzle Solver

38 - Natural Language Processing

39 - Examine Text Using NLTK

40 - Raw Text Accessing Tokenization

41 - NLP Pipeline and Its Example

42 - Regular Expression with NLTK

43 - Stemming

44 - Lemmatization

45 - Segmentation

46 - Segmentation Example

47 - Segmentation Example Continues

48 - Information Extraction

49 - Tag Patterns

50 - Chunking

51 - Representation of Chunks

52 - Chinking

53 - Chunking wirh Regular Expression

54 - Named Entity Recognition

55 - Trees

56 - Context Free Grammar

57 - Recursive Descent Parsing

58 - Recursive Descent Parsing Continues

59 - Shift Reduce Parsing

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تولید کننده: Udemy