مشخصات دوره :

نام دوره : Hadoop Fundamentals

گروه اصلی : دوره های آموزشی Lynda

مدت زمان دوره :  4 ساعت و 47 دقیقه

 قیمت دوره : رایگان

حداکثر زمان استفاده از دوره : نامحدود

سرفصل مطالب دوره :

00 - Introduction

01 - Welcome

02 - What you should know before watching this course

03 - Using the exercise files

01 - Why Move Away from Relational Databases

01 - Understanding the limits of relational database management systems

02 - Introducing CAP (consistency, availability, partitioning)

03 - Understanding big data

02 - What Is Hadoop

01 - Introducing Hadoop

02 - Understanding the difference between HBase and Hadoop

03 - Exploring the future of Hadoop

03 - Understanding Hadoop Core Components

01 - Understanding Java virtual machines (JVMs)

02 - Exploring Hadoop Distributed File System (HDFS) and other file systems

03 - Introducing Hadoop cluster components

04 - Exploring the Apache and Cloudera Hadoop distributions

05 - Exploring the Hortonworks and MapR Hadoop distributions

06 - Exploring Cloudera Hadoop via Cloudera Live

07 - Understanding Hadoop versions

08 - Using Amazon Web Services (AWS) and Microsoft cloud-hosted Hadoop

04 - Setting Up the Hadoop Development Environment

01 - Understanding the parts and pieces

02 - Hosting Hadoop locally with the Cloudera developer distribution

03 - Setting up the Cloudera Hadoop developer virtual machine (VM)

04 - Adding Hadoop libraries to your test environment

05 - Picking your programming language and IDE

06 - Exploring the Cloudera VM IDE

05 - Understanding MapReduce 1.0

01 - Understanding MapReduce 1.0

02 - Exploring the components of a MapReduce job

03 - Working with the Hadoop file system

04 - Using the console to run a MapReduce job

05 - Reviewing the code for a MapReduce WordCount job

06 - Running and tracking Hadoop jobs

06 - Tuning MapReduce

01 - Tuning by physical methods

02 - Tuning a mapper

03 - Tuning a reducer

04 - Using a cache for lookups

07 - Understanding MapReduce 2.0-YARN

01 - Understanding MapReduce 2.0

02 - Coding a basic WordCount in Java using MapReduce 2.0

03 - Exploring advanced WordCount in Java using MapReduce 2.0

08 - Understanding Hive

01 - Introducing Hive and HBase

02 - Understanding Hive

03 - Revisiting WordCount using Hive

04 - Understanding more about HQL query optimization

05 - Exploring Hive tools in the Cloudera distribution and the Hue web console

09 - Understanding Pig

01 - Introducing Pig

02 - Understanding Pig

03 - Exploring use cases for Pig

04 - Exploring Pig tools in the Cloudera distribution

10 - Understanding Workflows and Connectors

01 - Introducing Oozie

02 - Building a workflow with Oozie

03 - Introducing Sqoop

04 - Importing data with Sqoop

05 - Introducing Flume

06 - Introducing ZooKeeper

07 - Using ZooKeeper to coordinate workflows

11 - Other Hadoop Libraries

01 - Introducing Impala

02 - Using Impala

03 - Introducing Mahout

04 - Introducing Storm

12 - Understanding Spark

01 - Introducing Apache Spark

02 - Understanding the Hive landscape

13 - Visualizing Hadoop Output with Tools

01 - Using Tableau, Excel, and traditional tools

02 - Using D3, BigML, and new tools

14 - Conclusion

01 - Next steps

مشخصات دوره :

نام دوره : Google Data Studio First Look

گروه اصلی : دوره های آموزشی Lynda

مدت زمان دوره :  16 دقیقه

 قیمت دوره : رایگان

حداکثر زمان استفاده از دوره : نامحدود

سرفصل مطالب دوره :

00 - First Look at Google Data Studio

01 - Introducing Google Data Studio and accessing from a browser

02 - Get started with the sample data and interactive tutorial

03 - Connect to a data source and create a report

04 - Turn off edit mode and share a report with colleagues

مشخصات دوره :

نام دوره : Google Cloud Platform Essential Training

گروه اصلی : دوره های آموزشی Lynda

مدت زمان دوره :  4 ساعت و 1 دقیقه

 قیمت دوره : رایگان

حداکثر زمان استفاده از دوره : نامحدود

سرفصل مطالب دوره :

00 - Introduction

01 - Welcome

02 - Using the exercise files

03 - A note about working with cloud services

01 - What Is the Google Cloud Platform-

01 - Understanding cloud services

02 - Introducing compute services

03 - Introducing storage services

04 - Introducing database services

05 - Introducing other services

02 - Why Use the Google Cloud

01 - Saving time and money with cloud services

02 - Exploring Google's autoscaling and infrastructure

03 - Understanding Google's compliance options

04 - Getting to know the personality of the Google Cloud Platform

05 - Finding helpful tools and libraries

03 - Getting Started with the Google Cloud

01 - Setting up your account and working with the console

02 - Working with location and projects

03 - Understanding billing

04 - Enabling services and APIs

05 - Working with project security

06 - Setting up command-line access with gcloud

07 - Using walk-throughs and samples

08 - Planning for cloud deployments with PlanForCloud

04 - Using Google Compute Services

01 - Understanding Compute Service options

02 - Working with Google Compute Engine

03 - Using the click-to-deploy interface to set up a WordPress server

04 - Using GCE resources and scopes

05 - Using App Engine

06 - Using Endpoints

07 - Using Docker and Container Engine

08 - Understanding managed VMs in Google App Engine

09 - Understanding Google compute services

05 - Using Google Database and Storage Services

01 - Understanding database and storage options

02 - Using cloud storage

03 - Using cloud SQL

04 - Using Cloud Datastore

05 - Using BigQuery

06 - Using BigTable

07 - Introducing Pub-Sub, Dataproc, and Dataflow

08 - Using BIME to visualize BigQuery results

09 - Understanding Google storage services and pricing

06 - Using Other Services

01 - Understanding other services

02 - Using Google Cloud networking services

03 - Using Cloud Monitoring and source code

04 - Using Prediction API

05 - Using Genomics API

07 - Using Other Tools

01 - Using the gcloud command-line tool

02 - Using Cloud Playground Working with Python

03 - Using Sublime with Python

04 - Using the Eclipse plugin with Java

05 - Using the Codenvy IDE with Java

06 - Summary of tools

08 - Implementing Solutions- Architectures and Practices

01 - Using reference architectures

02 - Using web application architecture

03 - Using mobile and games architecture

04 - Using real-time streams architecture

05 - Exploring some best practices

06 - Reviewing your launch checklist

07 - Exploring some other resources

09 - Conclusion

01 - Goodbye

مشخصات دوره :

نام دوره : GIS on the Web

گروه اصلی : دوره های آموزشی Lynda

مدت زمان دوره :  2 ساعت و 8 دقیقه

 قیمت دوره : رایگان

حداکثر زمان استفاده از دوره : نامحدود

سرفصل مطالب دوره :

00 - Introduction

01 - Welcome

02 - What you should know before watching this course

03 - Using the exercise files

01 - Mapping on the Internet

01 - Understanding the online mapping world

02 - Google, Esri, and Bing Maps

03 - Overview of map mashups

04 - Examples of map mashups

05 - Finding coordinate information

02 - Google Maps Mashups Made Easy

01 - Google Maps options for map development

02 - Mapping through Google Drive

03 - Google Fusion Tables with Google spreadsheets

04 - Geocoding with an address and coordinates

05 - Merging your data

06 - Visualization symbologies

07 - Customizing your pop-up windows

08 - How to analyze your map

09 - Publishing your work

10 - Exporting Fusion Tables to KML

11 - Making lines and polygons in Google Earth

03 - Esri Maps Mashups Made Easy

01 - Options for web mapping from Esri

02 - What is ArcGIS.com

03 - Understanding the interface

04 - Adding GIS layers from services

05 - What is a REST GIS service

06 - Adding GIS layers from files

07 - Creating pop-ups and new visualizations

08 - Sharing your web maps

09 - Data analysis through filters

10 - Building GIS applications from templates

11 - Accessing your applications

04 - Advanced Concepts- Application Programming Interfaces

01 - Overview of API concepts

02 - The Google Maps API

03 - The Bing Maps platform

04 - Esri API options

05 - How to choose which option is best for you

05 - Conclusion

01 - Next steps

مشخصات دوره :

نام دوره : Getting to Know IPv6

گروه اصلی : دوره های آموزشی Lynda

مدت زمان دوره :  56 دقیقه

 قیمت دوره : رایگان

حداکثر زمان استفاده از دوره : نامحدود

سرفصل مطالب دوره :

00 - Introduction

01 - Welcome

01 - IPv6

01 - IPv6 for dummies but you can watch it too

02 - Static routing in IPv6

03 - Dynamic routing in IPv6

مشخصات دوره :

نام دوره : Fundamentals of Cloud Data Storage

گروه اصلی : دوره های آموزشی Lynda

مدت زمان دوره :  1 ساعت و 26 دقیقه

 قیمت دوره : رایگان

حداکثر زمان استفاده از دوره : نامحدود

سرفصل مطالب دوره :

00 - Welcome

01 - Welcome

02 - Course requirements

03 - How to use the exercise files

01 - Introduction to Cloud Data Storage

01 - Understanding cloud data storage

02 - Calculating costs

03 - Discovering cloud storage solutions

02 - Examining Cloud Storage Options

01 - Working with object storage

02 - Managing database content

03 - Targeting storage availability

04 - Assessing API interconnectivity

03 - Data Storage Issues

01 - Understanding data storage issues

02 - Establishing and maintaining secure storage

03 - Handling latency

04 - Managing scalability and replication

04 - Reviewing the Data Storage Vendors

01 - Exploring Google Cloud Platform

02 - Utilizing Amazon Web Services (AWS)

03 - Examining HP Cloud

04 - The Microsoft Cloud

05 - Cloud Storage Case Study- AWS

01 - Setting up for Amazon Web Services

02 - Storing objects in AWS S3

03 - Handling database content with AWS RDS

06 - Goodbye

01 - Next steps

مشخصات دوره :

نام دوره : Foundations of Programming Web Security

گروه اصلی : دوره های آموزشی Lynda

مدت زمان دوره :  3 ساعت و 33 دقیقه

 قیمت دوره : رایگان

حداکثر زمان استفاده از دوره : نامحدود

سرفصل مطالب دوره :

00 - Introduction

01 - Introduction

01 - Security Overview

01 - What is security

02 - Why security matters

03 - What is a hacker

04 - Total security is unachievable

05 - Get in the security mind-set

06 - Write a security policy

02 - General Security Principles

01 - Least privilege

02 - Simple is more secure

03 - Never trust users

04 - Expect the unexpected

05 - Defense in depth

06 - Security through obscurity

07 - Blacklisting and whitelisting

08 - Map exposure points and data passageways

03 - Filtering Input, Controlling Output

01 - Regulating requests

02 - Validating input

03 - Sanitizing data

04 - Labeling variables

05 - Keeping code private

06 - Keeping credentials private

07 - Keeping error messages vague

08 - Smart logging

04 - The Most Common Attacks

01 - Cross-site scripting (XSS)

02 - Cross-site request forgery (CSRF)

03 - SQL injection

04 - URL manipulation

05 - Faked requests and forms

06 - Cookie visibility and theft

07 - Session hijacking

08 - Session fixation

09 - Remote system execution

10 - File-upload abuse

11 - Denial of service

05 - Encryption and User Authentication

01 - Password encryption

02 - Salting passwords

03 - Password requirements

04 - Brute-force attacks

05 - Using SSL for login

06 - Protecting cookies

07 - Regulating access privileges

08 - Handling forgotten passwords

09 - Multi-factor authentication

06 - Other Areas of Concern

01 - Credit card payments

02 - Regular expression flaws

03 - Conversions and transformations

04 - Buffer overflows

05 - Source code managers

06 - Database security

07 - Server security

07 - Conclusion

01 - Goodbye

مشخصات دوره :

نام دوره : Foundations of Networking Protocols and CLI Tools

گروه اصلی : دوره های آموزشی Lynda

مدت زمان دوره :  1 ساعت و 13 دقیقه

 قیمت دوره : رایگان

حداکثر زمان استفاده از دوره : نامحدود

سرفصل مطالب دوره :

00 - Introduction

01 - Welcome

02 - What you should know

03 - MTA Networking Fundamentals exam

01 - Protocol Basics

01 - The role of protocols in networking

02 - Connection vs. connectionless

03 - Port addresses

04 - Packets and frames

02 - Networking Protocols

01 - ARP and InARP

02 - ICMP

03 - IGMP

04 - DNS and NetBIOS

05 - HTTP

06 - HTTPS

07 - Mail services POP, IMAP, and SMTP

08 - Transfer VOIP SIP, MGCP, RTP, and H.323

09 - FTP and TFTP

10 - SMB

11 - SSH

12 - RDP

13 - SNMP

14 - DHCP

03 - Command Line (CLI) Tools

01 - Ipconfig

02 - Ping, Tracert, PathPing

03 - Arp

04 - Telnet

05 - Netstat

06 - Nbtstat

04 - Conclusion

01 - Next steps