Problem Definition and Data Collection in ML ↗

Machine Learning: Problem Definition and Data Collection Topics discussed: 1. Problem Definition 2. Data Collection 3. Google Colab Practical. ✧✧ Playlist ✧✧ Machine Learning Playlist: https://www.youtube.com/playlist?list=PLBlnK6fEyqRi-VHKpqEQNIjotoP-e9lht ✧✧ Support &...

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Construction of Mealy Machines ↗

TOC: Construction of Mealy Machines Topics discussed: 1. Three Solved Problems on Construction of Mealy Machines. ✧✧ Playlist ✧✧ Theory of Computation Playlist: https://www.youtube.com/playlist?list=PLBlnK6fEyqRhd3kSEsaT5rxvVnIh4UK-r ✧✧ Support & Contribution ✧✧ Contribute:...

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Half Adder using Structural Modeling ↗

VHDL Programming: Half Adder using Structural Modeling in VHDL Topics discussed: 1. Half Adder using Structural Modeling in VHDL 2. Half Adder's VHDL Code, Schematic and Waveforms in Vivado. ✧✧ Playlist ✧✧ VHDL Programming Playlist:...

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Machine Learning Pipeline ↗

Machine Learning: Machine Learning Pipeline Topics discussed: 1. Machine Learning Pipeline: i. Problem Definition ii. Data Collection iii. Basic Data Cleaning iv. Data Splitting v. Data Preprocessing and Feature Engineering vi. Selecting Algorithm vii. Model Training viii....

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Moore Machines ↗

TOC: Moore Machines Topics discussed: 1. Moore Machines 2. 6-Tuple Representation of Moore Machines 3. Input to Output Generation in Moore Machines. ✧✧ Playlist ✧✧ Theory of Computation Playlist: https://www.youtube.com/playlist?list=PLBlnK6fEyqRhd3kSEsaT5rxvVnIh4UK-r ✧✧...

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Half Adder using Behavioral Modeling in VHDL ↗

VHDL Programming: Half Adder using Behavioral Modeling in VHDL Topics discussed: 1. Half Adder 2. Half Adder using Behavioral Modeling in VHDL 3. Half Adder's VHDL Code, Schematic and Waveforms in Vivado. ✧✧ Playlist ✧✧ VHDL Programming Playlist:...

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Performance Concepts in Machine Learning ↗

Machine Learning: Performance Concepts in Machine Learning Topics discussed: 1. Performance Evaluation Metric 2. Overfitting 3. Underfitting 4. Bias 5. Variance 6. Bias-Variance Tradeoff. ✧✧ Playlist ✧✧ Machine Learning Playlist:...

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Mealy Machines ↗

TOC: Mealy Machines Topics discussed: 1. Mealy Machines 2. 6-Tuple Representation of Mealy Machine 3. Input to Output Generation in Mealy Machine. ✧✧ Playlist ✧✧ Theory of Computation Playlist: https://www.youtube.com/playlist?list=PLBlnK6fEyqRhd3kSEsaT5rxvVnIh4UK-r ✧✧...

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Logic Gates using VHDL ↗

VHDL Programming: Logic Gates using VHDL Topics discussed: 1. Basic Logic Gates: i. AND Gate ii. OR Gate iii. NOT Gate 2. Universal Gates: i. NAND Gate ii. NOR Gate 3. Derived Gates: i. XOR Gate ii. XNOR Gate 4. VHDL Program for Logic Gates. ✧✧ Playlist ✧✧ VHDL Programming...

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Data Splitting ↗

Machine Learning: Data Splitting Topics discussed: 1. Data Splitting 2. Train-Test-Split 3. Data Splitting - Example 4. Training Data and Testing Data. ✧✧ Playlist ✧✧ Machine Learning Playlist: https://www.youtube.com/playlist?list=PLBlnK6fEyqRi-VHKpqEQNIjotoP-e9lht ✧✧...

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Finite Automata with Output ↗

TOC: Finite Automata with Output Topics discussed: 1. Introduction to Finite Automata with Output 2. Six Tuples of Finite Automata with Output. ✧✧ Playlist ✧✧ Theory of Computation Playlist: https://www.youtube.com/playlist?list=PLBlnK6fEyqRhd3kSEsaT5rxvVnIh4UK-r ✧✧ Support &...

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First VHDL Code in Vivado ↗

VHDL Programming: First VHDL Code in Vivado Topics discussed: 1. VHDL Code of AND Gate in Xilinx Vivado 2. Creating Project File in Vivado 3. Vivado Interface 4. Vivado Code Editor 5. Schamatic Diagram in Vivado 6. Waveforms in Vivado. ✧✧ Playlist ✧✧ VHDL Programming...

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Dataset Fundamentals ↗

Machine Learning: Dataset Fundamentals Topics discussed: 1. Dataset 2. Instance/Sample 3. Feature/Attribute 4. Label/Target Variable. ✧✧ Playlist ✧✧ Machine Learning Playlist: https://www.youtube.com/playlist?list=PLBlnK6fEyqRi-VHKpqEQNIjotoP-e9lht ✧✧ Support & Contribution...

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Myhill-Nerode Theorem (Solved Problem) ↗

TOC: Myhill-Nerode Theorem (Solved Problem) Topics discussed: 1. DFA Minimization using Myhill-Nerode Theorem 2. Solved Problem on Myhill-Nerode Theorem or Table Filling Method. ✧✧ Playlist ✧✧ Theory of Computation Playlist:...

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VHDL Programming – Quiz 1 ↗

VHDL Programming: VHDL Programming – Quiz 1 Topics discussed: 1. A Rapid Fire Quiz on VHDL Modeling Styles. ✧✧ Playlist ✧✧ VHDL Programming Playlist: https://www.youtube.com/playlist?list=PLBlnK6fEyqRgVsLjXV5gvusRhGAvqBOGn ✧✧ Support & Contribution ✧✧ Contribute:...

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Machine Learning Model ↗

Machine Learning: Machine Learning Model Topics discussed: 1. Machine Learning Model 2. Machine Learning Model - Example 3. Machine Learning Model - Practical. ✧✧ Playlist ✧✧ Machine Learning Playlist: https://www.youtube.com/playlist?list=PLBlnK6fEyqRi-VHKpqEQNIjotoP-e9lht...

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Myhill-Nerode Theorem for DFA Minimization ↗

TOC: Myhill-Nerode Theorem for DFA Minimization Topics discussed: 1. DFA Minimization using Myhill-Nerode Theorem 2. Steps in Myhill-Nerode Theorem or Table Filling Method. ✧✧ Playlist ✧✧ Theory of Computation Playlist:...

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Dataflow Modeling in VHDL ↗

VHDL Programming: Dataflow Modeling in VHDL Topics discussed: 1. Dataflow Modeling in VHDL 2. Example of Structural Modeling 3. Advantages and Disadvantages of Structural Modeling. ✧✧ Playlist ✧✧ VHDL Programming Playlist:...

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Well-Defined Learning Problem ↗

Machine Learning: Well-Defined Learning Problem Topics discussed: 1. Well-Defined Learning Problem in Machine Learning 2. Features of Well-Defined Learning Problem: i. Task ii. Performance Measure iii. Experience ✧✧ Playlist ✧✧ Machine Learning Playlist:...

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Partitioning Algorithm (Solved Problem) ↗

TOC: Solved Problem on Partitioning Algorithm Topics discussed: 1. DFA Minimization using Partitioning Algorithm 2. Example of DFA Minimization. ✧✧ Playlist ✧✧ Theory of Computation Playlist: https://www.youtube.com/playlist?list=PLBlnK6fEyqRhd3kSEsaT5rxvVnIh4UK-r ✧✧ Support...

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Structural Modeling in VHDL ↗

VHDL Programming: Structural Modeling in VHDL Topics discussed: 1. Structural Modeling in VHDL 2. Example of Structural Modeling 3. Advantages and Disadvantages of Structural Modeling. ✧✧ Playlist ✧✧ VHDL Programming Playlist:...

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History of Machine Learning ↗

Machine Learning: History of Machine Learning Topics discussed: 1. History of Machine Learning. ✧✧ Playlist ✧✧ Machine Learning Playlist: https://www.youtube.com/playlist?list=PLBlnK6fEyqRi-VHKpqEQNIjotoP-e9lht ✧✧ Support & Contribution ✧✧ Contribute:...

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DFA Minimization using Partitioning Algorithm ↗

TOC: DFA Minimization using Partitioning Algorithm Topics discussed: 1. Partitioning Algorithm 2. Example of DFA Minimization. ✧✧ Playlist ✧✧ Theory of Computation Playlist: https://www.youtube.com/playlist?list=PLBlnK6fEyqRhd3kSEsaT5rxvVnIh4UK-r ✧✧ Support & Contribution ✧✧...

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Behavioral Modeling in VHDL ↗

VHDL Programming: Behavioral Modeling Topics discussed: 1. Behavioral Modeling in VHDL 2. Example of Behavioral Modeling 3. Advantages and Disadvantages of Behavioral Modeling. ✧✧ Playlist ✧✧ VHDL Programming Playlist:...

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Introduction to Machine Learning ↗

Machine Learning: Introduction to Machine Learning Topics discussed: 1. What is Machine Learning? 2. Syllabus of Machine Learning 3. Target Audience of Machine Learning 4. Course Highlights of Machine Learning. ✧✧ Playlist ✧✧ Machine Learning Playlist:...

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Machine Learning (ML) - Course Announcement ↗

Machine Learning Course by Neso Academy We’re excited to introduce our Machine Learning course as part of our Semester Series! 🎉 Machine Learning powers everything from recommendation systems to intelligent decision-making. In this course, you'll learn the fundamental...

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Machine Learning by Neso Academy #MachineLearning #ML #NesoAcademy #BTS ↗

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VHDL Statements ↗

VHDL Programming: VHDL Statements Topics discussed: 1. Concurrent Statements in VHDL 2. Sequential Statements in VHDL. ✧✧ Playlist ✧✧ VHDL Programming Playlist: https://www.youtube.com/playlist?list=PLBlnK6fEyqRgVsLjXV5gvusRhGAvqBOGn ✧✧ Support & Contribution ✧✧ Contribute:...

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Introduction to DFA Minimization ↗

TOC: Introduction to DFA Minimization Topics discussed: 1. Minimization of DFA (Introduction) 2. Need of DFA Minimization 3. Concept of Merging of States. ✧✧ Playlist ✧✧ Theory of Computation Playlist: https://www.youtube.com/playlist?list=PLBlnK6fEyqRhd3kSEsaT5rxvVnIh4UK-r...

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Concatenation and Miscellaneous Operators in VHDL ↗

VHDL Programming: Concatenation and Miscellaneous Operators in VHDL Topics discussed: 1. Concatenation Operator in VHDL 2. Absolute (abs) Operator in VHDL 3. Inversion (not) Operator in VHDL. ✧✧ Playlist ✧✧ VHDL Programming Playlist:...

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ε-NFA to NFA Conversion (Solved Problem) ↗

TOC: ε-NFA to NFA Conversion (Solved Problem) Topics discussed: 1. A Solved Problem on ε-NFA to NFA Conversion. ✧✧ Playlist ✧✧ Theory of Computation Playlist: https://www.youtube.com/playlist?list=PLBlnK6fEyqRhd3kSEsaT5rxvVnIh4UK-r ✧✧ Support & Contribution ✧✧ Contribute:...

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Shift Operators in VHDL ↗

VHDL Programming: Shift Operators in VHDL Topics discussed: 1. Shift Operators in VHDL: i. Shift Left Logical (sll) ii. Shift Right Logical (srl) iii. Shift Left Arithmetic (sla) iv. Shift Right Arithmetic (sra) v. Rotate Left (rol) vi. Rotate Right (ror). ✧✧ Playlist ✧✧ VHDL...

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ε-NFA to NFA Conversion ↗

TOC: ε-NFA to NFA Conversion Topics discussed: 1. ε-NFA to NFA Conversion 2. ε-NFA to NFA Conversion - Example. ✧✧ Playlist ✧✧ Theory of Computation Playlist: https://www.youtube.com/playlist?list=PLBlnK6fEyqRhd3kSEsaT5rxvVnIh4UK-r ✧✧ Support & Contribution ✧✧ Contribute:...

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Relational Operators in VHDL ↗

VHDL Programming: Relational Operators in VHDL Topics discussed: 1. Relational Operators in VHDL: i. Equal to Operator ii. Not equal to Operator iii. Less than Operator iv. Greater than Operator v. Less than equal to Operator vi. Greater than equal to Operator. ✧✧ Playlist ✧✧...

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Introduction to ε-NFA ↗

TOC: Introduction to ε-NFA Topics discussed: 1. Introduction to ε-NFA 2. ε-Closure in ε-NFA. ✧✧ Playlist ✧✧ Theory of Computation Playlist: https://www.youtube.com/playlist?list=PLBlnK6fEyqRhd3kSEsaT5rxvVnIh4UK-r ✧✧ Support & Contribution ✧✧ Contribute:...

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Logical Operators in VHDL ↗

VHDL Programming: Logical Operators in VHDL Topics discussed: 1. Logical Operators in VHDL: i. AND Operator (and) ii. OR Operator (or) iii. NOT Operator (not) iv. NAND Operator (nand) v. NOR Operator (nor) vi. XOR Operator (xor) vii. XNOR Operator (xnor). ✧✧ Playlist ✧✧ VHDL...

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NFA to DFA Conversion (Problem 2) ↗

TOC: NFA to DFA Conversion (Problem 2) Topics discussed: 1. A Solved Problem on NFA to DFA Conversion. ✧✧ Playlist ✧✧ Theory of Computation Playlist: https://www.youtube.com/playlist?list=PLBlnK6fEyqRhd3kSEsaT5rxvVnIh4UK-r ✧✧ Support & Contribution ✧✧ Contribute:...

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