CSCI E-80 Introduction to Artificial Intelligence with Python Harvard Extension School Fall 2020 0. Search 1. Knowledge 2. Uncertainty 3. Optimization 4. Learning 5. Neural Networks 6. Language Announcements Lectures Office Hours Projects Sections Staff Syllabus Ed Discussion Quick Start Guide Minesweeper Write an AI to play Minesweeper.  Background Minesweeper Minesweeper is a puzzle game […]
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CSCI E-80 Introduction to Artificial Intelligence with Python Harvard Extension School Fall 2020 0. Search 1. Knowledge 2. Uncertainty 3. Optimization 4. Learning 5. Neural Networks 6. Language Announcements Lectures Office Hours Projects Sections Staff Syllabus Ed Discussion Quick Start Guide Questions Write an AI to answer questions. $ python questions.py corpus Query: What are the
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CSCI E-80 Introduction to Artificial Intelligence with Python Harvard Extension School Fall 2020 0. Search 1. Knowledge 2. Uncertainty 3. Optimization 4. Learning 5. Neural Networks 6. Language Announcements Lectures Office Hours Projects Sections Staff Syllabus Ed Discussion Quick Start Guide Lecture 0 Artificial Intelligence Artificial Intelligence (AI) covers a range of techniques that appear as
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CSCI E-80 Introduction to Artificial Intelligence with Python Harvard Extension School Fall 2020 0. Search 1. Knowledge 2. Uncertainty 3. Optimization 4. Learning 5. Neural Networks 6. Language Announcements Lectures Office Hours Projects Sections Staff Syllabus Ed Discussion Quick Start Guide Lecture 1 Knowledge Humans reason based on existing knowledge and draw conclusions. The concept of
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CSCI E-80 Introduction to Artificial Intelligence with Python Harvard Extension School Fall 2020 0. Search 1. Knowledge 2. Uncertainty 3. Optimization 4. Learning 5. Neural Networks 6. Language Announcements Lectures Office Hours Projects Sections Staff Syllabus Ed Discussion Quick Start Guide Nim Write an AI that teaches itself to play Nim through reinforcement learning. $ python
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CSCI E-80 Introduction to Artificial Intelligence with Python Harvard Extension School Fall 2020 0. Search 1. Knowledge 2. Uncertainty 3. Optimization 4. Learning 5. Neural Networks 6. Language Announcements Lectures Office Hours Projects Sections Staff Syllabus Ed Discussion Quick Start Guide Knights Write a program to solve logic puzzles. Background In 1978, logician Raymond Smullyan published
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CSCI E-80 Introduction to Artificial Intelligence with Python Harvard Extension School Fall 2020 0. Search 1. Knowledge 2. Uncertainty 3. Optimization 4. Learning 5. Neural Networks 6. Language Announcements Lectures Office Hours Projects Sections Staff Syllabus Ed Discussion Quick Start Guide PageRank Write an AI to rank web pages by importance. $ python pagerank.py corpus0 PageRank
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CSCI E-80 Introduction to Artificial Intelligence with Python Harvard Extension School Fall 2020 0. Search 1. Knowledge 2. Uncertainty 3. Optimization 4. Learning 5. Neural Networks 6. Language Announcements Lectures Office Hours Projects Sections Staff Syllabus Ed Discussion Quick Start Guide Lecture 6 Language So far in the course, we needed to shape tasks and data
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Cloud and Big Data Sambit Sahu IBM Research 2 Course Objective § Graduate level course on Cloud Computing – Focus is on learning and building extremely large scale systems and applications leveraging Cloud – Building blocks and design patterns in designing backend of typical Internet Scale application – Learn concepts as well as hands-on experience
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Data Mining and Machine Learning HMMs for Automatic Speech Recognition: Word and Sub-Word Level HMMs Peter Jančovič Slide 1 Data Mining and Machine Learning Content Word level HMMs Sub-word HMMs – Phoneme-level HMMs Context-sensitive sub-word HMMs – Biphone HMMs – Triphone HMMs Triphone HMM training issues Phoneme Decision Trees (PDTs)
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