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- AI with Python Tutorial
Curriculum
- 20 Sections
- 142 Lessons
- 10 Weeks
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- AI with Python β Primer Concept9
- AI with Python β Getting Started8
- AI with Python β Machine Learning3
- AI with Python β Data Preparation4
- AI with Python β Supervised Learning: Classification9
- AI with Python β Supervised Learning: Regression2
- AI with Python β Logic Programming6
- AI with Python - Unsupervised Learning: Clustering7
- AI with Python β Natural Language Processing5
- AI with Python β NLTK Package13
- 10.1overview
- 10.2Importing NLTK
- 10.3Downloading NLTKβs Data
- 10.4Installing Other Necessary Packages
- 10.5Concept of Tokenization, Stemming, and Lemmatization
- 10.6Chunking: Dividing Data into Chunks
- 10.7Types of chunking
- 10.8Bag of Word (BoW) Model
- 10.9Concept of the Statistics
- 10.10Building a Bag of Words Model in NLTK
- 10.11Solving Problems
- 10.12Topic Modeling: Identifying Patterns in Text Data
- 10.13Algorithms for Topic Modeling
- AI with Python β Analyzing Time Series Data8
- AI with Python β Speech Recognition7
- AI with Python β Heuristic SearchHeuristic search plays a key role in artificial intelligence. In this chapter, you will learn in detail about it.3
- AI with Python β Gaming9
- AI with Python β Reinforcement LearningIn this chapter, you will learn in detail about the concepts reinforcement learning in AI with Python.4
- AI with Python β Genetic AlgorithmsThis chapter discusses Genetic Algorithms of AI in detail.4
- AI with Python β Neural Networks7
- AI with Python β Computer Vision9
- AI with Python β Deep Learning6
- AI with Python β Quick Guide19
- 20.1AI with Python β Primer Concept
- 20.2AI with Python β Getting Started
- 20.3AI with Python β Machine Learning
- 20.4AI with Python β Data Preparation
- 20.5AI with Python β Supervised Learning: Classification
- 20.6AI with Python β Supervised Learning: Regression
- 20.7AI with Python β Logic Programming
- 20.8AI with Python β Unsupervised Learning: Clustering
- 20.9AI with Python β Natural Language Processing
- 20.10AI with Python β NLTK Package
- 20.11AI with Python β Analyzing Time Series Data
- 20.12AI with Python β Speech Recognition
- 20.13AI with Python β Heuristic Search
- 20.14AI with Python β Gaming
- 20.15AI with Python β Neural Networks
- 20.16AI with Python β Reinforcement Learning
- 20.17AI with Python β Genetic Algorithms
- 20.18AI with Python β Computer Vision
- 20.19AI with Python β Deep Learning
