Curriculum
- 8 Sections
- 164 Lessons
- 43 Weeks
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- Natural Language Processing31
- 1.1Introduction to NLP [Natural Language Processing]12 Minutes
- 1.2Knowledge Required in NLP11 Minutes
- 1.3Ambiguity in NLP7 Minutes
- 1.4NLP Phases8 Minutes
- 1.5Morphology Parsing4 Minutes
- 1.6Regular Expression6 Minutes
- 1.7FSA9 Minutes
- 1.8Morphology Analysis11 Minutes
- 1.9Language Model10 Minutes
- 1.10N-gram Model5 Minutes
- 1.11Syntax Analysis3 Minutes
- 1.12POS Tagging10 Minutes
- 1.13Tag-set for English12 Minutes
- 1.14Rule Based POS6 Minutes
- 1.15Stochastic Part of Speech Tagging8 Minutes
- 1.16Transformation Based Tagging (Module 3)6 Minutes
- 1.17Multiple Tags ,Word and Unknown Words4 Minutes
- 1.18Basic Concept of Grammar and Parse Tree (Module 3)9 Minutes
- 1.19Parsing in NLP (Module 3)6 Minutes
- 1.20Hidden Markov Model Part 1 (Module 3)10 Minutes
- 1.21Hidden Markov Model Part 2 (Module 3)7 Minutes
- 1.22Viterbi Algorithm (Module 3)8 Minutes
- 1.23Introduction to Semantic Analysis (Module 4)13 Minutes
- 1.24Element of Semantic Analysis ( Module 4)6 Minutes
- 1.25Attachment for Fragment of English (Phrases #1) (Module 4)9 Minutes
- 1.26Attachment for Fragment of English (Phrases #2) (Module 4)5 Minutes
- 1.27Attachment for Fragment of English (Phrases #3) (Module 4)4 Minutes
- 1.28WordNet (Module 4)8 Minutes
- 1.29Word Sense Disambiguation (WSD)(Module 4)9 Minutes
- 1.30Pragmatics13 Minutes
- 1.31Discourse Processing16 Minutes
- NLP Notes8
- Human Machine Interaction72
- 3.1HMI(human machine interaction) – (Module 1)6 Minutes
- 3.2Human Centric Design (Module 1)9 Minutes
- 3.3Fundamental Principle of Interaction (Module 1)9 Minutes
- 3.43 level of processing(visceral ,behavioral , reflective) in Human machine interaction (Module 1)4 Minutes
- 3.5Norman Seven Stages of Action (Module 1)5 Minutes
- 3.6Brief History Of HMI (Module 1)8 Minutes
- 3.7Screen Design History (Module 1)6 Minutes
- 3.8Reasoning And Types (Module 1)7 Minutes
- 3.9Problem Solving Problem Space Tree (Module 1)5 Minutes
- 3.10Bitmap Display (Module 1)9 Minutes
- 3.11Display Technologies (Module 1)11 Minutes
- 3.12Types Of Memory (Module 1)10 Minutes
- 3.13Processing And Networks (Module 1)12 Minutes
- 3.14Ergonomic (Module 1)13 Minutes
- 3.15Interaction And Model (Module 1)13 Minutes
- 3.16Paradigms Introduction (Module 1)5 Minutes
- 3.17Human characteristics which are considered while designing the user interface (Module 2)15 Minutes
- 3.18Human consideration in design. (Module 2)10 Minutes
- 3.19Human Interaction speeds (Module 2)9 Minutes
- 3.20Goal directed Design (Module 2)12 Minutes
- 3.21Accommodating Users / Three categories of the users (Module 2)10 Minutes
- 3.22Interaction Design Process (Module 2)5 Minutes
- 3.23GUI ( Graphical user interface ) Full concept (Module 3)10 Minutes
- 3.24Advantages and Disadvantages of Graphical System (GUI) (Module 3)14 Minutes
- 3.25GUI vs Webpages (Module 3)7 Minutes
- 3.26Factors to be considered for GUI (Module 3)13 Minutes
- 3.27Direct & Indirect Manipulation (Module 3)14 Minutes
- 3.28Statistical Graphics (Module 3)16 Minutes
- 3.29Web User Interface (module 3)18 Minutes
- 3.30Merging of Graphical Business System and the Web (module 3)12 Minutes
- 3.31Principle of User Interface Part 1 (module 3)12 Minutes
- 3.32Priniciple Of User Interface Part 2 (module 3)12 Minutes
- 3.33Screen Design (Module 4)10 Minutes
- 3.34Organizing and ordering screen element (Module 4)12 Minutes
- 3.35Screen navigation and flow (Module 4)10 Minutes
- 3.36Visual pleasing component (Module 4)10 Minutes
- 3.37Amount of information (Module 4)9 Minutes
- 3.38Information Retrival on Web (Module 4)12 Minutes
- 3.39Statistical graphics (Module 4)17 Minutes
- 3.40Design an KIOSK (HMI most important sum) (Module 5)15 Minutes
- 3.41Design Mobile App and Portal Sum (Most Important for 20 Marks in HMI) (Module 5)11 Minutes
- 3.42Mobile Ecosystem Part-01 (Module 5)7 Minutes
- 3.43Mobile Ecosystem Part-02 (Module 5)9 Minutes
- 3.44Mobile Applications Part-01 (Module 5)10 Minutes
- 3.45Mobile Applications Part-02 (Module 5)10 Minutes
- 3.46Mobile Information Architecture Part-01 (Module 5)9 Minutes
- 3.47Mobile Information Architecture Part-02 (Module 5)8 Minutes
- 3.48Mobile 2.0 (Module 5)7 Minutes
- 3.49Introduction to Windows and its Characteristics (Module 6)14 Minutes
- 3.50Menus and Types of Menus (Module 6)10 Minutes
- 3.51Keyboard Accelerator (hot Keys ) (Module 6)5 Minutes
- 3.52Types of Components in Windows Part 1 (Module 6)11 Minutes
- 3.53Types of Components in Windows Part 2 (Module 6)8 Minutes
- 3.54Presentation Style in Windows (Module 6)8 Minutes
- 3.55Types of Windows Part 1 (Module 6)11 Minutes
- 3.56Types of Windows Part 2 (Module 6)5 Minutes
- 3.57Word (Module 6)7 Minutes
- 3.58Sentences and messages Part 1 (Module 6)10 Minutes
- 3.59Sentences and messages Part 2 (Module 6)8 Minutes
- 3.60Text and Text for Webpages (Module 6)14 Minutes
- 3.61Icons (Module 6 )14 Minutes
- 3.62Short-term & Long-Term Memory (Extra)6 Minutes
- 3.63Feedback & Guidance (Extra)10 Minutes
- 3.64Colors (Extra)14 Minutes
- 3.65Response Time (Extra)9 Minutes
- 3.66Reading is Important (Extra)8 Minutes
- 3.67Gestalt Principles Human machine interaction (Extra)10 Minutes
- 3.68Interview Techniques for Qualitative Research (Extra)13 Minutes
- 3.69Qualitative and Quantitative Research (Extra)7 Minutes
- 3.70What is Persona and Its Step to Create a Persona (Extra)9 Minutes
- 3.71Device-Based Controls (Extra)10 Minutes
- 3.72Screen-Based Controls (Extra)13 Minutes
- Human Machine Interaction Notes + MCQs + Viva Question3
- Extra Human Machine Interaction Notes3
- Distributed Computing40
- 6.1Introduction to Distributed System (module 1 )11 Minutes
- 6.2World Wide Web (module 1 )9 Minutes
- 6.3Issues And Goals Of Distributed System (module 1 )13 Minutes
- 6.4System Model ( Architecture Model ) (module 1 )10 Minutes
- 6.5System Model (Fundamental Model ) (module 1 )12 Minutes
- 6.6Software Concepts Models of DS (module 1 )6 Minutes
- 6.7Client Server Model (module 1 )11 Minutes
- 6.8RPC Remote Procedure Call in Distributed System (module 2 )7 Minutes
- 6.9RMI Remote Method Invocation (module 2 )7 Minutes
- 6.10Stream oriented vs Message Oriented (module 2 )7 Minutes
- 6.11Stream-Oriented Communication (module 2 )8 Minutes
- 6.12Synchronization in Process Distribution System (module 3 )5 Minutes
- 6.13Cristian algorithm (module 3 )5 Minutes
- 6.14Berkeley Algorithm in Hindi in Process Distribution System (module 3 )4 Minutes
- 6.15Network Time Protocol (module 3 )5 Minutes
- 6.16Logical Clock in Distributed System (module 3 )6 Minutes
- 6.17Lamport’s Logical clock Algorithm in Distributed System (module 3 )5 Minutes
- 6.18Lam-ports Non Token Based Algorithm in Mutual Execution (module 3 )9 Minutes
- 6.19Vector Logical Clock Algorithm (module 3 )7 Minutes
- 6.20Ricart Agrawala Algorithm (module 3)7 Minutes
- 6.21Suzuki Kasami Algorithm with Example (module 3)9 Minutes
- 6.22Raymonds Algorithm (module 3)5 Minutes
- 6.23Bully and Ring Election algorithm in Distributed System (module 3)10 Minutes
- 6.24Resources management in Distributed System (module 4)7 Minutes
- 6.25Desirable features of Global scheduling Algorithm (Module 4)12 Minutes
- 6.26Load Balancing vs Load Sharing (Module 4)4 Minutes
- 6.27Load Balancing Algorithm and Design Issues (module 4)16 Minutes
- 6.28Load Balancing by harsh (module 4)14 Minutes
- 6.29Load Sharing Algorithm with Design issues (Module 4)12 Minutes
- 6.30Data-Centric Consistency Model (module 5)18 Minutes
- 6.31Client-Centric Consistency Model (module 5)10 Minutes
- 6.32Introduction to network file system8 Minutes
- 6.33Network file system Full concept30 Minutes
- 6.34AFS (module 6 )9 Minutes
- 6.35Hadoop Distributed File System (module 6 )5 Minutes
- 6.36File Cache Scheme (module 6 )11 Minutes
- 6.37Introduction to Distributed File System (module 6)12 Minutes
- 6.38Good features of Distributed File System (module 6 )11 Minutes
- 6.39File Accessing Models (module 6 )13 Minutes
- 6.40File Replication (module 6 )11 Minutes
- Distributed Computing Notes + MCQs + Viva Question4
- Extra Distributed Computing Notes3