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Machine Learning Practice Lectures

Machine Learning Practice Lectures

Machine Learning Practice Lectures

This lecture note covers the following topics: Server Configuration, Python Overview, Pandas and Numpy, Classifiers, Regression, Cross-Validation, Logistic Regression, Support Vector Machines, Decision Trees, Ensemble Methods, Principal Component Analysis, Embedding Methods, Clustering, Semi-Supervised Learning.

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sNA Pages
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PC Assembly Language by Paul A. Carter

PC Assembly Language by Paul A. Carter

The purpose of this book is to give the reader a better understanding of how computers really work at a lower level than in programming languages like Pascal. By gaining a deeper understanding of how computers work, the reader can often be much more productive developing software in higher level languages such as C and C++. Learning to program in assembly language is an excellent way to achieve this goal.

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Lecture notes on PC Assembly Language

Lecture notes on PC Assembly Language

This pdf includes Number Systems, Assembly Language, Computer Organization, Creating a Program, Skeleton File, Working with Integers, Control Structures, Translating Standard Control Structures, Shift Operations, Boolean Bitwise Operations, Manipulating bits in C, Big and Little Endian Representations, Counting Bits, Indirect Addressing, Simple Subprogram Example, The Stack, The CALL and RET Instructions, Calling Conventions, Interfacing Assembly with C, Recursive Subprograms, Introduction, Floating Point Representation, Floating Point Arithmetic, The Numeric Coprocessor and Structures.

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The Art of Assembly Language by Unicamp

The Art of Assembly Language by Unicamp

This PDF book covers the following topics related to Assembly Language : Data Representation, Boolean Algebra, System Organization, Memory Layout and Access, Variables and Data Structures, The 80x86 Instruction Set, The UCR Standard Library, MASM: Directives & Pseudo-Opcodes, Arithmetic and Logical Operations, Control Structures, Procedures and Functions, Procedures: Advanced Topics, MS-DOS, PC-BIOS, and File I/O, Floating Point Arithmetic, Strings and Character Sets, Pattern Matching, Interrupts, Traps, and Exceptions, Resident Programs, Processes, Coroutines, and Concurrency, The PC Keyboard, The PC Parallel Ports, The PC Serial Ports, The PC Video Display, The PC Game Adapter, Optimizing Your Program.

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MIPS Assembly Language Programming by Robert Britton

MIPS Assembly Language Programming by Robert Britton

This PDF book covers the following topics related to MIPS Assembly Language Programming : The MIPS Architecture, Pseudocode, Number Systems, PCSpim The MIPS Simulator, Algorithm Development, Reentrant Functions, Exception Processing, A Pipelined Implementation, Embedded Processors.

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Machine Organization and Assembly Language

Machine Organization and Assembly Language

This note covers the following topics: Computer Science and Engineering University of Washington

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ARM Assembly Language Programming

ARM Assembly Language Programming

This book explains all the basic concepts in assembly language programming.

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x86 Assembly Language Programming

x86 Assembly Language Programming

This document contains very brief examples of assembly language programs for the x86.The author gives examples written for NASM, MASM and gas for both Win32 and Linux. Also includes a section on DOS assembly language programs for historical interest.

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The Second     Book Of Machine Language

The Second Book Of Machine Language

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Programming     from the Ground Up (Jonathan Bartlett)

Programming from the Ground Up (Jonathan Bartlett)

Currently this section contains no detailed description for the page, will update this page soon.

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Beginners     Introduction to the Assembly Language of ATMEL AVR Microprocessor (Gerhard     Schmidt)

Beginners Introduction to the Assembly Language of ATMEL AVR Microprocessor (Gerhard Schmidt)

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