Welcome to the "Formal Languages and Applications" course! This course provides a comprehensive exploration of formal language structures and computational models. It covers regular expressions, finite automata, context-free grammars, and parsing algorithms, examining how these frameworks form the mathematical basis for programming languages, compilers, and natural language processing. Learners will study the theoretical underpinnings of language recognition systems while analyzing their role in solving computational problems.

推荐体验
推荐体验
中级
Basic programming skills and familiarity with algorithms and discrete mathematics for understanding formal language theory is recommended.
推荐体验
推荐体验
中级
Basic programming skills and familiarity with algorithms and discrete mathematics for understanding formal language theory is recommended.
您将学到什么
Recognise different formal languages and describe their unique properties and structures.
Create tools to process languages, preparing learners for applications in programming languages.
Use automata and parsing methods to address computational challenges in various domains.
Utilize automata and formal methods to identify and generate languages accurately.
要了解的详细信息
了解顶级公司的员工如何掌握热门技能

该课程共有10个模块
This module introduces the learners to the fundamental elements of formal languages. Topics introduced in this module are Alphabets, Strings, Operations on Strings, and Languages as a set of strings and their applications. We will discuss how to use the proof techniques to prove some properties of strings and languages. We assume the learners are already exposed to some basic proof techniques, which we can use directly with a brief review. The approach to cover the topics will be with representative pen and paper exercises.
涵盖的内容
15个视频12篇阅读材料12个作业
15个视频• 总计80分钟
- Meet Your Instructor - Prof. S.P. Vimal• 1分钟
- Meet Your Instructor - Prof. Kunal Korgaonkar• 2分钟
- Course Introductory Video• 2分钟
- Introduction• 2分钟
- Introducing Alphabets• 3分钟
- Introducing Strings• 4分钟
- Operations - Concatenation & Reverse• 4分钟
- Operations - Prefix, Suffix & Substring• 9分钟
- Kleene Star [Σ*]• 5分钟
- Properties on String Operations - A Proof• 10分钟
- Introducing Languages• 9分钟
- Operations on Languages• 9分钟
- Introduction to Grammar• 13分钟
- Introduction to Automata• 4分钟
- Summary of Module on Elements• 3分钟
12篇阅读材料• 总计120分钟
- Course Overview• 10分钟
- Course Structure & Critical Information• 10分钟
- Recommended Reading: Introducing Alphabets• 10分钟
- Recommended Reading: Introducing Strings• 10分钟
- Recommended Reading: Operations - Concatenation & Reverse• 10分钟
- Recommended Reading: Operations - Prefix, Suffix & Substring• 10分钟
- Recommended Reading: Kleene Star [Σ*]• 10分钟
- Recommended Reading: Properties on String Operations - A Proof• 10分钟
- Recommended Reading: Introducing Languages• 10分钟
- Recommended Reading: Operations on Languages• 10分钟
- Recommended Reading: Introduction to Grammar• 10分钟
- Recommended Reading: Introduction to Automata• 10分钟
12个作业• 总计117分钟
- Introducing Alphabets• 6分钟
- Introducing Strings• 6分钟
- Operations - Concatenation & Reverse• 6分钟
- Operations - Prefix, Suffix & Substring• 6分钟
- Kleene Star [Σ*]• 6分钟
- Properties on String Operations - A Proof• 6分钟
- Introducing Languages• 6分钟
- Operations on Languages• 6分钟
- Introduction to Grammar• 6分钟
- Introduction to Automata• 3分钟
- Let's Practice: Elements• 30分钟
- Test Yourself: Elements• 30分钟
This module is designed to introduce regular languages, regular expressions to specify RL, and dfa as acceptors of regular languages. Theorems on the formal relationship between RE and DFA will be discussed intuitively. The learners will be introduced to grammars, specifically left-linear and right-linear grammars, and their role in generating regular languages. Theorems on the connection between regular languages, regular expressions, DFA, and Left Linear, and right Linear Grammars will be discussed intuitively with examples. The learner will be encouraged to look for practical applications of the concepts introduced.
涵盖的内容
20个视频19篇阅读材料22个作业
20个视频• 总计110分钟
- Introducing Regular Expressions • 7分钟
- An Advice on Writing RE’s• 4分钟
- Definition of Regular Expressions• 9分钟
- Languages Associated with REs• 7分钟
- Problem Solving – Language for RE (1)• 6分钟
- Problem Solving – Language for RE (2)• 5分钟
- Problem Solving – RE for a Language (1)• 5分钟
- Problem Solving – RE for a Language (2)• 3分钟
- Regular Language (using RE)• 2分钟
- Introducing Finite Automata• 7分钟
- Deterministic Finite Automata (DFA) (1)• 11分钟
- Deterministic Finite Automata (DFA) (2)• 4分钟
- Deterministic Finite Automata (DFA)(3)• 5分钟
- Language Accepted by DFA (1)• 6分钟
- Language Accepted by DFA (2)• 3分钟
- Designing DFA• 5分钟
- RL as Language Accepted by DFAs• 3分钟
- Grammars for Regular Languages• 8分钟
- Grammars for Regular Languages (2)• 6分钟
- Module Closure (Summary)• 4分钟
19篇阅读材料• 总计190分钟
- Recommended Reading: Introducing Regular Expressions • 10分钟
- Recommended Reading: An Advice on Writing RE’s• 10分钟
- Recommended Reading: Definition of Regular Expressions• 10分钟
- Recommended Reading: Languages Associated with Regular Expressions• 10分钟
- Recommended Reading: Problem Solving – Language for RE (1)• 10分钟
- Recommended Reading: Problem Solving – Language for RE (2)• 10分钟
- Recommended Reading: Problem Solving – RE for a Language (1)• 10分钟
- Recommended Reading: Problem Solving – RE for a Language (2)• 10分钟
- Recommended Reading: Regular Language (Using RE)• 10分钟
- Recommended Reading: Introducing Finite Automata• 10分钟
- Recommended Reading: Deterministic Finite Automata (DFA) (1)• 10分钟
- Recommended Reading: Deterministic Finite Automata (DFA) (2)• 10分钟
- Recommended Reading: Deterministic Finite Automata (DFA) (3)• 10分钟
- Recommended Reading: Language Accepted by DFA (1)• 10分钟
- Recommended Reading: Language Accepted by DFA (2)• 10分钟
- Recommended Reading: Designing DFA• 10分钟
- Recommended Reading: Grammars for Regular Languages• 10分钟
- Recommended Reading: Grammars for Regular Languages (2)• 10分钟
- Recommended Reading: Automaton for Left Linear Grammar• 10分钟
22个作业• 总计129分钟
- Introducing Regular Expressions • 6分钟
- An Advice on Writing RE’s• 3分钟
- Definition of Regular Expressions• 6分钟
- Languages Associated with Regular Expressions• 3分钟
- Problem Solving – Language for RE (1)• 3分钟
- Problem Solving – Language for RE (2)• 3分钟
- Problem Solving – RE for a Language (1)• 3分钟
- Problem Solving – RE for a Language (2)• 3分钟
- Regular Language (Using RE)• 3分钟
- Introducing Finite Automata• 3分钟
- Deterministic Finite Automata (DFA) (1)• 3分钟
- Deterministic Finite Automata (DFA) (2)• 3分钟
- Deterministic Finite Automata (DFA) (3)• 3分钟
- Language Accepted by DFA (1)• 3分钟
- Language Accepted by DFA (2)• 3分钟
- Designing DFA• 3分钟
- RL as Language Accepted by DFAs• 3分钟
- Grammars for Regular Languages• 3分钟
- Grammars for Regular Languages (2)• 6分钟
- Automaton for Left Linear Grammar• 3分钟
- Let's Practice: Regular Languages, Regular Expressions and DFA• 30分钟
- Test Yourself: Regular Languages, Regular Expressions and DFA• 30分钟
This module focuses on the practical implementation of deterministic finite automata (DFA) through the development of a simple lexical analyser. Students will learn to represent DFA as transition tables, write pseudo-code for table-based computation, and implement these concepts in C programs. The module also explores the role of lexical analysis in language translation, the notion of lexical tokens, and the idea of the longest match in lexical analysers. By the end of the module, students can extend a lexical analyser to handle various tokens and reserved words, culminating in a programming exercise to apply these skills.
涵盖的内容
8个视频9篇阅读材料10个作业
8个视频• 总计64分钟
- Direct Implementation of a Simple DFA• 9分钟
- Table Driven Implementation• 8分钟
- Direct vs Table Driven Implementation• 5分钟
- Structure of a Compiler• 6分钟
- Working of a Lexical Analyser• 8分钟
- Approach to Design Lexical Analyser• 5分钟
- Lexical Analyser Design Example-1• 13分钟
- Recognising Longest Match• 9分钟
9篇阅读材料• 总计130分钟
- Recommended Reading: Direct Implementation of a Simple DFA• 15分钟
- Recommended Reading: Table Driven Implementation• 15分钟
- Recommended Reading: Direct vs Table Driven Implementation• 15分钟
- Recommended Reading: Structure of a Compiler• 15分钟
- Recommended Reading: Working of a Lexical Analyser• 15分钟
- Recommended Reading: Approach to Design Lexical Analyser• 15分钟
- Recommended Reading: Lexical Analyser Design Example-1• 15分钟
- Recommended Reading: Recognising Longest Match• 15分钟
- Practice Labs• 10分钟
10个作业• 总计93分钟
- Direct Implementation of a Simple DFA• 6分钟
- Table Driven Implementation• 6分钟
- Direct vs Table Driven Implementation• 3分钟
- Structure of a Compiler• 3分钟
- Working of a Lexical Analyser• 6分钟
- Approach to Design Lexical Analyser• 3分钟
- Lexical Analyser Design Example-1• 3分钟
- Recognising Longest Match• 3分钟
- Let's Practice: Implementing DFA & Applications• 30分钟
- Test Yourself: Implementing DFA & Applications• 30分钟
In this module, learners will explore reducing the number of states in a deterministic finite automaton (DFA). They will revisit the concept of equivalence classes, understand the Myhill-Nerode theorem, and learn its applications in state reduction. The module will cover the theorem's intuitive explanation and practical applications, present an algorithm for minimizing DFA states, and demonstrate the process through examples. The session will conclude with a discussion on the implications of state minimization in lexical analyzers and its benefits.
涵盖的内容
13个视频15篇阅读材料17个作业
13个视频• 总计94分钟
- Equivalent DFA’s • 6分钟
- Indistinguishable States• 12分钟
- Approach to Simplifying DFA• 5分钟
- Mark in Mark-Reduce Method• 13分钟
- Reduce in Mark-Reduce Method• 6分钟
- Mark-Reduce Method – Example (1)• 12分钟
- 0*1* vs. 0n1n (where n≥1)• 7分钟
- The Myhill-Nerode Theorem• 5分钟
- Applying Pumping Lemma • 7分钟
- Applying Pumping Lemma (2)• 7分钟
- Applying Pumping Lemma (3) • 5分钟
- Closure Under Set Operations• 3分钟
- Closure Under Reverse & Other Operations• 5分钟
15篇阅读材料• 总计150分钟
- Recommended Reading: Equivalent DFA’s • 10分钟
- Recommended Reading: Indistinguishable States• 10分钟
- Recommended Reading: Approach to Simplifying DFA• 10分钟
- Recommended Reading: Mark in Mark-Reduce Method• 10分钟
- Recommended Reading: Reduce in Mark-Reduce Method• 10分钟
- Recommended Reading: Mark-Reduce Method – Example (1)• 10分钟
- Recommended Reading: 0*1* vs. 0n1n (where n≥1)• 10分钟
- Recommended Reading: The Myhill-Nerode Theorem• 10分钟
- Recommended Reading: Introducing Pumping Lemma • 10分钟
- Recommended Reading: Applying Pumping Lemma • 10分钟
- Recommended Reading: Applying Pumping Lemma (2) • 10分钟
- Recommended Reading: Applying Pumping Lemma (3) • 10分钟
- Recommended Reading: Applying Pumping Lemma (4) • 10分钟
- Recommended Reading: Closure Under Set Operations• 10分钟
- Recommended Reading: Closure Under Reverse & Other Operations• 10分钟
17个作业• 总计108分钟
- Equivalent DFA’s• 3分钟
- Indistinguishable States• 3分钟
- Approach to Simplifying DFA• 3分钟
- Mark in Mark-Reduce Method• 3分钟
- Reduce in Mark-Reduce Method• 3分钟
- Mark-Reduce Method – Example (1)• 3分钟
- 0*1* vs. 0n1n (where n≥1)• 3分钟
- The Myhill-Nerode Theorem• 6分钟
- Introducing Pumping Lemma• 3分钟
- Applying Pumping Lemma• 3分钟
- Applying Pumping Lemma (2)• 3分钟
- Applying Pumping Lemma (3)• 3分钟
- Applying Pumping Lemma (4)• 3分钟
- Closure Under Set Operations• 3分钟
- Closure Under Reverse & Other Operations• 3分钟
- Let's Practice: Reduction of States in DFA• 30分钟
- Test Yourself: Reduction of States in DFA• 30分钟
This module introduces us to the second formal language of our course, called Context Free Language (CFL), and its applications. In this module, we will learn the motivations for understanding CFL and how to write (Context free) Grammar to generate CFL. This module will use many examples to demonstrate how to write grammar and perform derivation. The session will also cover the applications of CFLs and provide a high-level introduction to push-down automata, which accept languages generated by CFGs.
涵盖的内容
10个视频10篇阅读材料12个作业
10个视频• 总计69分钟
- Limitations of Regular Languages • 6分钟
- Revisiting the Definition of Grammar• 9分钟
- Example of CFG’s Languages Generated by CFG - 1• 6分钟
- Example of CFG’s Languages Generated by CFG - 2• 8分钟
- Example of CFG’s Languages Generated by CFG - 3• 8分钟
- Left Most and Right Most Derivation - 1• 8分钟
- Context-Free Languages and Applications• 7分钟
- Introduction to Push-Down Automata• 4分钟
- Membership in Languages, Equivalence of Languages, Applications• 8分钟
- Module Closure (Summary)• 6分钟
10篇阅读材料• 总计145分钟
- Recommended Reading: Limitations of Regular Languages • 15分钟
- Recommended Reading: Revisiting the Definition of Grammar• 15分钟
- Recommended Reading: Example of CFG’s Languages Generated by CFG - 1• 15分钟
- Recommended Reading: Example of CFG’s Languages Generated by CFG - 2• 15分钟
- Recommended Reading: Example of CFG’s Languages Generated by CFG - 3• 15分钟
- Recommended Reading: Left Most and Right Most Derivation - Example 1• 15分钟
- Recommended Reading: Left Most and Right Most Derivation - Example 2• 10分钟
- Recommended Reading: Context-Free Languages and Applications• 15分钟
- Recommended Reading: Introduction to Push-Down Automata• 15分钟
- Recommended Reading: Membership in Languages, Equivalence in Languages, Applications• 15分钟
12个作业• 总计120分钟
- Limitations of Regular Languages• 6分钟
- Revisiting the Definition of Grammar• 6分钟
- Example of CFG’s Languages Generated by CFG - 1• 6分钟
- Example of CFG’s Languages Generated by CFG - 2• 6分钟
- Example of CFG’s Languages Generated by CFG - 3• 6分钟
- Left Most and Right Most Derivation - Example 1• 6分钟
- Left Most and Right Most Derivation - Example 2• 6分钟
- Context-Free Languages and Applications• 6分钟
- Introduction to Push-Down Automata• 6分钟
- Membership in Languages, Equivalence in Languages, Applications• 6分钟
- Let's Practice: Context-Free Languages• 30分钟
- Test Yourself: Context-Free Languages• 30分钟
This module introduces the concept of parsing and the significance of ambiguity in grammars. Parsing is crucial for verifying whether a string belongs to a language. The module explores the motivation behind unambiguous grammar specifications, particularly in programming languages, and provides methods to identify and eliminate ambiguity in grammars. Additionally, the session covers the simplification of context-free grammars (CFGs) by eliminating redundant or useless productions and introduces the concept and importance of normal forms, particularly Chomsky Normal Form (CNF).
涵盖的内容
18个视频17篇阅读材料19个作业
18个视频• 总计92分钟
- What it Means to Verify if w ∈ L• 7分钟
- Motivation for the Grammar to Specify Languages Unambiguously• 4分钟
- Example 1 - Ambiguous Grammar• 3分钟
- Example 2 - Ambiguous Grammar• 3分钟
- Explanation of Lemma• 6分钟
- Example 1 - Eliminating Productions• 7分钟
- Example 2 - Eliminating Productions• 5分钟
- What is Normal Form? Why is Normal Form? • 5分钟
- Motivation with an Example• 4分钟
- Pumping Lemma Statement• 3分钟
- Example 1• 7分钟
- Example 2• 9分钟
- Example 3• 7分钟
- Closed Under Operations Union, Concatenation and Kleene-Closure• 5分钟
- Not Closed Under Intersection and Complementation• 3分钟
- Examples • 3分钟
- Deciding Whether L(G) is Empty and Infinite• 5分钟
- Module Closure (Summary) • 6分钟
17篇阅读材料• 总计255分钟
- Recommended Reading: What it Means to Verify if w ∈ L• 15分钟
- Recommended Reading: Motivation for the Grammar to Specify Languages Unambiguously• 15分钟
- Recommended Reading: Example 1 - Ambiguous Grammar• 15分钟
- Recommended Reading: Example 2 - Ambiguous Grammar• 15分钟
- Recommended Reading: Explanation of Lemma• 15分钟
- Recommended Reading: Example 1 - Eliminating Productions• 15分钟
- Recommended Reading: Example 2 - Eliminating Productions• 15分钟
- Recommended Reading: What is Normal Form? Why is Normal Form? • 15分钟
- Recommended Reading: Motivation with an Example• 15分钟
- Recommended Reading: Pumping Lemma Statement• 15分钟
- Recommended Reading: Example 1• 15分钟
- Recommended Reading: Example 2• 15分钟
- Recommended Reading: Example 3• 15分钟
- Recommended Reading: Closed Under Operations Union, Concatenation and Kleene-Closure• 15分钟
- Recommended Reading: Not Closed Under Intersection and Complementation• 15分钟
- Recommended Reading: Example• 15分钟
- Recommended Reading: Deciding Whether L(G) is Empty and Infinite• 15分钟
19个作业• 总计150分钟
- What it Means to Verify if w ∈ L• 6分钟
- Motivation for the Grammar to Specify Languages Unambiguously• 6分钟
- Example 1 - Ambiguous Grammar• 3分钟
- Example 2 - Ambiguous Grammar• 3分钟
- Explanation of Lemma• 6分钟
- Example 1 - Eliminating Productions• 3分钟
- Example 2 - Eliminating Productions• 3分钟
- What is Normal Form? Why is Normal Form? • 6分钟
- Motivation with an Example• 6分钟
- Pumping Lemma Statement• 6分钟
- Example 1• 6分钟
- Example 2• 6分钟
- Example 3• 6分钟
- Closed Under Operations Union, Concatenation and Kleene-Closure• 6分钟
- Not Closed Under Intersection and Complementation• 6分钟
- Example• 6分钟
- Deciding Whether L(G) is Empty and Infinite• 6分钟
- Let's Practice: Ambiguity in CFG• 30分钟
- Test Yourself: Ambiguity in CFG• 30分钟
In this module, learners will be introduced to the fundamentals of parsing, focusing on the recursive descent parsing technique. Through examples, pseudo-code, and hands-on demonstrations, students will gain a practical understanding of how recursive descent parsers work. They will learn how to implement and troubleshoot parsers for context-free grammars and address common challenges such as left recursion and grammar conflicts.
涵盖的内容
11个视频10篇阅读材料12个作业
11个视频• 总计67分钟
- Introduction to Parsing• 6分钟
- Approaches to Look for Derivation• 7分钟
- How to Write Recursive Descent Parser • 5分钟
- Writing a Recursive Descent Parser in C• 10分钟
- Issues in the Expression Grammar Example• 6分钟
- Rewriting the Grammar: Eliminate Left Recursion• 4分钟
- Rewriting the Grammar: Left Factoring • 5分钟
- Rewriting the Grammar: Non-Terminals in the Grammar• 2分钟
- Recursive Descent Parser for Rewritten Expressions Grammar • 10分钟
- Drawbacks of Recursive Parsing • 6分钟
- Summary• 5分钟
10篇阅读材料• 总计150分钟
- Recommended Reading: Introduction to Parsing• 15分钟
- Recommended Reading: Approaches to Look for Derivation• 15分钟
- Recommended Reading: How to Write Recursive Descent Parser• 15分钟
- Recommended Reading: Writing a Recursive Descent Parser in C• 15分钟
- Recommended Reading: Issues in the Expression Grammar Example• 15分钟
- Recommended Reading: Rewriting the Grammar: Eliminate Left Recursion• 15分钟
- Recommended Reading: Rewriting the Grammar: Left Factoring • 15分钟
- Recommended Reading: Rewriting the Grammar: Non-Terminals in the Grammar• 15分钟
- Recommended Reading: Recursive Descent Parser for Rewritten Expressions Grammar • 15分钟
- Recommended Reading: Drawbacks of Recursive Parsing • 15分钟
12个作业• 总计111分钟
- Introduction to Parsing• 6分钟
- Approaches to Look for Derivation• 6分钟
- How to Write Recursive Descent Parser• 6分钟
- Writing a Recursive Descent Parser in C• 3分钟
- Issues in the Expression Grammar Example• 6分钟
- Rewriting the Grammar: Eliminate Left Recursion• 6分钟
- Rewriting the Grammar: Left Factoring • 6分钟
- Rewriting the Grammar: Non-Terminals in the Grammar• 3分钟
- Recursive Descent Parser for Rewritten Expressions Grammar • 3分钟
- Drawbacks of Recursive Parsing • 6分钟
- Let's Practice: Introduction to Parsing with Recursive Descent Parsing• 30分钟
- Test Yourself: Introduction to Parsing with Recursive Descent Parsing• 30分钟
In this module, learners will be introduced to LL(1) parsing, a top-down parsing technique. The module will cover the construction of nullable, first, and follow sets, which are essential for building the LL(1) parsing table. Through examples and code demonstrations, learners will gain a practical understanding of constructing and using LL(1) parsing tables. The module will also address handling conflicts in LL(1) parsing and provide an overview of LL(k) parsing techniques.
涵盖的内容
14个视频13篇阅读材料15个作业
14个视频• 总计69分钟
- What is LL(1) Parsing?• 4分钟
- Introducing (Predictive) Parsing Table and Using it to Parse• 6分钟
- Construction of Nullable, First and Follow Sets• 4分钟
- Construction Algorithm - Nullable, First and Follow• 4分钟
- Nullable, First and Follow - Example 1• 5分钟
- Nullable, First and Follow - Example 2• 4分钟
- Table Construction Algorithm• 6分钟
- Parsing a String Using Table• 5分钟
- Code Demonstration for LL(1) in C• 6分钟
- Example 2 – LL(1) Table• 6分钟
- What are Conflicts in LL(1) Parsing Table?• 4分钟
- Resolving Conflicts• 4分钟
- LL(2) and LL(k) Parsers• 5分钟
- Summary• 6分钟
13篇阅读材料• 总计195分钟
- Recommended Reading: What is LL(1) Parsing?• 15分钟
- Recommended Reading: Introducing (Predictive) Parsing Table and Using it to Parse• 15分钟
- Recommended Reading: Construction of Nullable, First and Follow Sets• 15分钟
- Recommended Reading: Construction Algorithm - Nullable, First and Follow• 15分钟
- Recommended Reading: Nullable, First and Follow - Example 1• 15分钟
- Recommended Reading: Nullable, First and Follow - Example 2• 15分钟
- Recommended Reading: Table Construction Algorithm• 15分钟
- Recommended Reading: Parsing a String Using Table• 15分钟
- Recommended Reading: Code Demonstration for LL(1) in C• 15分钟
- Recommended Reading: Example 2 – LL(1) Table• 15分钟
- Recommended Reading: What are Conflicts in LL(1) Parsing Table?• 15分钟
- Recommended Reading: Resolving Conflicts• 15分钟
- Recommended Reading: LL(2) and LL(k) Parsers• 15分钟
15个作业• 总计120分钟
- What is LL(1) Parsing?• 6分钟
- Introducing (Predictive) Parsing Table and Using it to Parse• 3分钟
- Construction of Nullable, First and Follow Sets• 6分钟
- Construction Algorithm - Nullable, First and Follow• 3分钟
- Nullable, First and Follow - Example 1• 3分钟
- Nullable, First and Follow - Example 2• 6分钟
- Table Construction Algorithm• 6分钟
- Parsing a String Using Table• 3分钟
- Code Demonstration for LL(1) in C• 3分钟
- Example 2 – LL(1) Table• 3分钟
- What are Conflicts in LL(1) Parsing Table?• 6分钟
- Resolving Conflicts• 6分钟
- LL(2) and LL(k) Parsers• 6分钟
- Let's Practice: Parsing - LL(1)• 30分钟
- Test Yourself: Parsing - LL(1)• 30分钟
In this module, learners will be introduced to bottom-up parsing techniques with detailed construction and implementation of LR(0) parsers. The need for bottom-up parsing, parsers with various look-ahead, their relative strengths, and applications will be discussed.
涵盖的内容
10个视频10篇阅读材料12个作业
10个视频• 总计62分钟
- What are the Weaknesses of LL(k) Parsers• 4分钟
- Demonstration of Shift Reduce Parser• 7分钟
- The Need of LR Parsing Table• 3分钟
- What is LR(0) Parsing?• 3分钟
- Example: LR(0) Parsing Table to Parse a String• 13分钟
- Constructing LR(0) Parsing Table• 7分钟
- Parsing a String Using LR(0)• 11分钟
- What is LR(1) Parsing and LR(k) Parsing• 4分钟
- Hierarchy of Grammar Classes Involving LL and LR• 6分钟
- Summary• 5分钟
10篇阅读材料• 总计150分钟
- Recommended Reading: What are the Weaknesses of LL(k) Parsers• 15分钟
- Recommended Reading: Demonstration of Shift Reduce Parser• 15分钟
- Recommended Reading: The Need of LR Parsing Table• 15分钟
- Recommended Reading: What is LR(0) Parsing?• 15分钟
- Recommended Reading: Example: LR(0) Parsing Table to Parse a String• 15分钟
- Recommended Reading: Constructing LR(0) Parsing Table• 15分钟
- Recommended Reading: Parsing a String Using LR(0)• 15分钟
- Recommended Reading: Parsing a String Using LR(0) - 2• 15分钟
- Recommended Reading: What is LR(1) Parsing and LR(k) Parsing• 15分钟
- Recommended Reading: Hierarchy of Grammar Classes Involving LL and LR• 15分钟
12个作业• 总计114分钟
- What are the Weaknesses of LL(k) Parsers• 6分钟
- Demonstration of Shift Reduce Parser• 6分钟
- The Need of LR Parsing Table• 6分钟
- What is LR(0) Parsing?• 6分钟
- Example: LR(0) Parsing Table to Parse a String• 6分钟
- Constructing LR(0) Parsing Table• 6分钟
- Parsing a String Using LR(0)• 3分钟
- Parsing a String Using LR(0) - 2• 3分钟
- What is LR(1) Parsing and LR(k) Parsing• 6分钟
- Hierarchy of Grammar Classes Involving LL and LR• 6分钟
- Let's Practice: Parsing - LR(0) and Illustration LR(k)• 30分钟
- Test Yourself: Parsing - LR(0) and Illustration LR(k)• 30分钟
In this module, learners will explore the concepts of Part-of-Speech (POS) tagging, their applications in Natural Language Processing (NLP), and the role of Context-Free Grammars (CFG) and parsers in these processes. The module will provide insights into developing a POS Tagger as a top-down/bottom-up parsing as explained in the earlier modules. The module will also discuss other possible applications of Context-Free Languages.
涵盖的内容
9个视频9篇阅读材料10个作业
9个视频• 总计54分钟
- Introducing POS Tagging - The Task and Applications• 5分钟
- CFG and POS Tagging• 5分钟
- POS Tagging as Parsing• 8分钟
- Introduction to CSG• 8分钟
- Real World Example 1• 6分钟
- Real World Example 2• 5分钟
- Applications • 6分钟
- Intro to Grammar Hierarchy• 6分钟
- Overview• 4分钟
9篇阅读材料• 总计130分钟
- Recommended Reading: Introducing POS Tagging - The Task and Applications• 15分钟
- Recommended Reading: CFG and POS Tagging• 15分钟
- Recommended Reading: POS Tagging as Parsing• 15分钟
- Recommended Reading: Introduction to CSG• 15分钟
- Recommended Reading: Real World Example 1• 15分钟
- Recommended Reading: Real World Example 2• 15分钟
- Recommended Reading: Applications • 15分钟
- Recommended Reading: Intro to Grammar Hierarchy• 15分钟
- Course Summary• 10分钟
10个作业• 总计102分钟
- Introducing POS Tagging - The Task and Applications• 6分钟
- CFG and POS Tagging• 6分钟
- POS Tagging as Parsing• 6分钟
- Introduction to CSG• 6分钟
- Real World Example 1• 3分钟
- Real World Example 2• 3分钟
- Applications • 6分钟
- Intro to Grammar Hierarchy• 6分钟
- Let's Practice: Constituency Parsing for POS Tagging• 30分钟
- Test Yourself: Constituency Parsing for POS Tagging• 30分钟
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Birla Institute of Technology & Science, Pilani (BITS Pilani) is one of only ten private universities in India to be recognised as an Institute of Eminence by the Ministry of Human Resource Development, Government of India. It has been consistently ranked high by both governmental and private ranking agencies for its innovative processes and capabilities that have enabled it to impart quality education and emerge as the best private science and engineering institute in India. BITS Pilani has four international campuses in Pilani, Goa, Hyderabad, and Dubai, and has been offering bachelor's, master’s, and certificate programmes for over 58 years, helping to launch the careers for over 1,00,000 professionals.
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