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فهرست مطالب کتاب Learning Data Mining with Python:

Chapter 1: Getting Started with Data Mining

Chapter 2: Classifying with scikit-learn Estimators

Chapter 3: Predicting Sports Winners with Decision Trees

Chapter 4: Recommending Movies Using Affinity Analysis

Chapter 5: Extracting Features with Transformers

Chapter 6: Social Media Insight Using Naive Bayes

Chapter 7: Discovering Accounts to Follow Using Graph Mining

Chapter 8: Beating CAPTCHAs with Neural Networks

Chapter 9: Authorship Attribution

Chapter 10: Clustering News Articles

Chapter 11: Classifying Objects in Images Using Deep Learning

Chapter 12: Working with Big Data

Appendix: Next Steps

فهرست مطالب کتاب Learning Python Network Programming:

Chapter 1: Network Programming and Python

Chapter 2: HTTP and Working with the Web

Chapter 3: APIs in Action

Chapter 4: Engaging with E-mails

Chapter 5: Interacting with Remote Systems

Chapter 6: IP and DNS

Chapter 7: Programming with Sockets

Chapter 8: Client and Server Applications

Chapter 9: Applications for the Web

فهرست مطالب کتاب Linux Kernel Development (Third Edition):

1 Introduction to the Linux Kernel

2 Getting Started with the Kernel

3 Process Management

4 Process Scheduling

5 System Calls

6 Kernel Data Structures

7 Interrupts and Interrupt Handlers

8 Bottom Halves and Deferring Work

9 An Introduction to Kernel Synchronization

10 Kernel Synchronization Methods

11 Timers and Time Management

12 Memory Management

13 The Virtual Filesystem

14 The Block I/O Layer

15 The Process Address Space

16 The Page Cache and Page Writeback

17 Devices and Modules

18 Debugging

19 Portability

20 Patches, Hacking, and the Community

فهرست مطالب کتاب Linux Notes For Professionals:

Getting started with GNU/Linux

Detecting Linux distribution name and version

Getting information on a running Linux kernel

Shell

Check Disk Space

Getting System Information

ls command

File Compression with ‘tar’ command

Services

Managing Services

Modifying Users

LAMP Stack

tee command

Secure Shell (SSH)

SCP

GnuPG (GPG)

Network Configuration

Midnight Commander

Change root (chroot)

Package Managers

Compiling the Linux kernel

فهرست مطالب کتاب NodeJS Notes For Professionals:

Getting started with Node.js

npm

Web Apps With Express

Filesystem I/O

Exporting and Consuming Modules

Exporting and Importing Module in node.js

How modules are loaded

Cluster Module

Readline

json

Event Emitters

Autoreload on changes

Environment

Callback to Promise

Executing files or commands with Child Processes

Exception handling

Keep a node application constantly running

Uninstalling Node.js

nvm – Node Version Manager

http

Using Streams

Deploying Node.js applications in production

Securing Node.js applications

Mongoose Library

js

File upload

io communication

Mongodb integration

Handling POST request in Node.js

Simple REST based CRUD API

Template frameworks

js Architecture & Inner Workings

Debugging Node.js application

Node server without framework

JS with ES6

Interacting with Console

Cassandra Integration

Creating API’s with Node.js

Graceful Shutdown

Using IISNode to host Node.js Web Apps in IIS

CLI

NodeJS Frameworks

grunt

Using WebSocket’s with Node.JS

metalsmith

Parsing command line arguments

Client-server communication

js Design Fundamental

Connect to Mongodb

Performance challenges

Send Web Notification

Remote Debugging in Node.JS

Database (MongoDB with Mongoose)

Good coding style

Restful API Design: Best Practices

Deliver HTML or any other sort of file

TCP Sockets

Hack

Bluebird Promises

Async/Await

Koa Framework v2

Unit testing frameworks

ECMAScript 2015 (ES6) with Node.js

Routing AJAX requests with Express.JS

Sending a file stream to client

NodeJS with Redis

Using Browserfiy to resolve ‘required’ error with browsers

JS and MongoDB.

Passport integration

Dependency Injection

NodeJS Beginner Guide

Use Cases of Node.js

js

PostgreSQL integration

MySQL integration

MySQL Connection Pool

MSSQL Intergration

js with Oracle

Synchronous vs Asynchronous programming in nodejs

js Error Management

js v6 New Features and Improvement

Eventloop

Nodejs History

js

Asynchronous programming

js code for STDIN and STDOUT without using any library

MongoDB Integration for Node.js/Express.js

Lodash

csv parser in node js

Loopback – REST Based connector

Running node.js as a service

js with CORS

Getting started with Nodes profiling

js Performance

Yarn Package Manager

OAuth 2.0

Node JS Localization

Deploying Node.js application without downtime.

js (express.js) with angular.js Sample code

NodeJs Routing

Creating a Node.js Library that Supports Both Promises and Error-First Callbacks

Project Structure

Avoid callback hell

Arduino communication with nodeJs

N-API

Multithreading

Windows authentication under node.js

Require()

Route-Controller-Service structure for ExpressJS

Push notifications

Installing Node.js

فهرست مطالب کتاب Oracle Database Notes For Professionals:

Getting started with Oracle Database

Getting started with PL/SQL

Anonymous PL/SQL Block

PL/SQL procedure

Data Dictionary

Dates

Working with Dates

DUAL table

JOINS

Handling NULL values

String Manipulation

IF-THEN-ELSE Statement

Limiting the rows returned by a query (Pagination)

Recursive Sub-Query Factoring using the WITH Clause (A.K.A. Common Table Expressions)

Different ways to update records

Update with Joins

Functions

Statistical functions

Window Functions

Creating a Context

Splitting Delimited Strings

Collections and Records

Object Types

Loop

Cursors

Sequences

Indexes

Hints

Packages

Exception Handling

Error logging

Database Links

Table partitioning

Oracle Advanced Queuing (AQ)

constraints

Autonomous Transactions

Oracle MAF

level query

Hierarchical Retrieval With Oracle Database 12C

Data Pump

Bulk collect

Real Application Security

Assignments model and language

Triggers

Dynamic SQL