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- AI with Python Tutorial
Curriculum
- 20 Sections
- 142 Lessons
- 10 Weeks
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- AI with Python – Primer Concept9
- AI with Python – Getting Started8
- AI with Python – Machine Learning3
- AI with Python – Data Preparation4
- AI with Python – Supervised Learning: Classification9
- AI with Python – Supervised Learning: Regression2
- AI with Python – Logic Programming6
- AI with Python - Unsupervised Learning: Clustering7
- AI with Python – Natural Language Processing5
- AI with Python – NLTK Package13
- 10.1overview
- 10.2Importing NLTK
- 10.3Downloading NLTK’s 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 – Analyzing Time Series Data8
- AI with Python – Speech Recognition7
- AI with Python – Heuristic SearchHeuristic search plays a key role in artificial intelligence. In this chapter, you will learn in detail about it.3
- AI with Python – Gaming9
- AI with Python – Reinforcement LearningIn this chapter, you will learn in detail about the concepts reinforcement learning in AI with Python.4
- AI with Python – Genetic AlgorithmsThis chapter discusses Genetic Algorithms of AI in detail.4
- AI with Python – Neural Networks7
- AI with Python – Computer Vision9
- AI with Python – Deep Learning6
- AI with Python – Quick Guide19
- 20.1AI with Python – Primer Concept
- 20.2AI with Python – Getting Started
- 20.3AI with Python – Machine Learning
- 20.4AI with Python – Data Preparation
- 20.5AI with Python – Supervised Learning: Classification
- 20.6AI with Python – Supervised Learning: Regression
- 20.7AI with Python – Logic Programming
- 20.8AI with Python – Unsupervised Learning: Clustering
- 20.9AI with Python – Natural Language Processing
- 20.10AI with Python – NLTK Package
- 20.11AI with Python – Analyzing Time Series Data
- 20.12AI with Python – Speech Recognition
- 20.13AI with Python – Heuristic Search
- 20.14AI with Python – Gaming
- 20.15AI with Python – Neural Networks
- 20.16AI with Python – Reinforcement Learning
- 20.17AI with Python – Genetic Algorithms
- 20.18AI with Python – Computer Vision
- 20.19AI with Python – Deep Learning
