Creation of Web Portal using DURPAL
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The document provides steps to create a website using the Drupal content management system (CMS). It outlines 31 steps to install Drupal, configure the database, download and extract Drupal files, set the default theme, add custom blocks of content, and place blocks in specific regions of the site. The result is a successfully created website using Drupal that can be viewed locally.
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This document discusses cloud computing concepts presented by Dr. M. Pyingkodi of Kongu Engineering College in India. It covers topics such as virtualization, service-oriented architecture, grid computing, utility computing, cloud service models (IaaS, PaaS, SaaS), deployment models, essential cloud concepts, cloud types, reference models, communication protocols, REST, composability, connecting to the cloud, applications services, and the Chromium OS. Examples of cloud providers and technologies are provided throughout the document.
Supervised Machine Learning Algorithm
This document provides an overview of supervised machine learning algorithms. It explains that supervised learning involves training a model on labeled data so it can predict the correct output for new input data. Some examples of supervised learning tasks include image classification, disease prediction, and spam detection. Classification algorithms are used for predicting categorical outputs, like dog vs cat images. Regression algorithms predict continuous outputs, like housing prices. Common classification algorithms mentioned are random forest, decision trees, logistic regression, and support vector machines. Linear regression is also discussed as a basic regression algorithm that finds a linear relationship between variables.
Unsupervised Learning in Machine Learning
The document discusses various unsupervised learning techniques including clustering algorithms like k-means, k-medoids, hierarchical clustering and density-based clustering. It explains how k-means clustering works by selecting initial random centroids and iteratively reassigning data points to the closest centroid. The elbow method is described as a way to determine the optimal number of clusters k. The document also discusses how k-medoids clustering is more robust to outliers than k-means because it uses actual data points as cluster representatives rather than centroids.
Feature Engineering in Machine Learning
The document discusses feature engineering for machine learning. It defines feature engineering as the process of transforming raw data into features that better represent the data and improve machine learning performance. Some key techniques discussed include feature selection, construction, transformation, and extraction. Feature construction involves generating new features from existing ones, such as calculating apartment area from length and breadth. Feature extraction techniques discussed are principal component analysis, which transforms correlated features into linearly uncorrelated components capturing maximum variance. The document provides examples and steps for principal component analysis.
Normalization in DBMS
This document discusses normalization in database management systems (DBMS). It defines normalization as a process of decomposing complex relations into simpler, stable relations to eliminate inconsistencies, redundancies, and anomalies during data modification. The document outlines several normal forms including 1NF, 2NF, 3NF, and BCNF, and provides examples to illustrate the conditions that make a relation qualified for each normal form. The goal of normalization is to minimize data redundancy, reduce update anomalies, and simplify the relational design.
Relational Database and Relational Algebra
Relational databases use relational algebra and relational calculus to manipulate data. Relational algebra consists of operations like select, project, join, and divide that take relations as inputs and outputs. Relational calculus specifies queries using predicates and quantifiers without describing how to retrieve data. Structured Query Language (SQL) is the standard language used to communicate with relational database management systems. SQL allows users to define schemas, retrieve, insert, update, and delete data.
Transaction in DBMS
This document discusses transaction processing in database management systems (DBMS). It describes the ACID properties that transactions must satisfy - atomicity, consistency, isolation, and durability. An example of a fund transfer transaction is provided to illustrate these properties. Concurrency control is discussed as a mechanism for allowing concurrent transactions while maintaining isolation. The concepts of schedules, conflicting instructions, conflict serializability, and view serializability are introduced for evaluating the correctness of concurrent transaction executions.
IoT_Frameworks_.pdf
The document discusses Internet of Things (IoT) frameworks. It describes that an IoT framework consists of interconnected components like sensors, gateways, apps, and data/analytical platforms that enable machine-to-machine interactions by providing secure connectivity and reliable data transfer. Real-time Innovations and Cisco are mentioned as examples of IoT framework companies that provide connectivity software and platforms for industrial IoT systems. Salesforce's IoT cloud platform is also summarized, which uses Apache technologies like Kafka, Spark, and Cassandra to process and store IoT data.
IoT Real world Applications.pdf
The document discusses various real world applications of Internet of Things (IoT) technology. It describes how IoT is used in industrial settings to improve processes and productivity through automated equipment monitoring and predictive maintenance. It also discusses consumer IoT applications for personal devices and smart home appliances. Additional sections cover IoT applications in retail supply chain management, banking security and fraud detection, healthcare remote patient monitoring, transportation fleet management, agriculture environmental monitoring, energy use monitoring, smart cities infrastructure, and military command and control systems.
IoT_Introduction.pdf
The document discusses Internet of Things (IoT) and provides an overview. It defines IoT as a network of physical objects embedded with sensors, software and network connectivity that enables the collection and exchange of data. IoT allows objects to be sensed and controlled remotely across existing network infrastructure, creating opportunities to directly integrate physical systems with computer-based systems. Common applications of IoT mentioned include smart homes, infrastructure management, industrial uses, healthcare, transportation and more.
Keys in DBMS
The document discusses key concepts in database management including primary keys, candidate keys, alternate keys, and foreign keys. It defines primary keys as columns that uniquely identify rows in a table. Candidate keys are attributes that could serve as primary keys. Alternate keys are candidate keys that were not selected as the primary key. Foreign keys link data between tables by referencing the primary key of another table. Maintaining proper keys is important for uniquely identifying rows, enforcing data integrity, and establishing relationships between database tables.
Serializability
Serializability is a concept that helps check if schedules are serializable. A serializable schedule always leaves the database in a consistent state. Non-serial schedules may cause inconsistencies, so serializability checks if they can be converted to an equivalent serial schedule to maintain consistency. Different types of serializability include view serializability and conflict serializability. View serializability requires schedules be view equivalent to a serial schedule with matching initial reads, final writes, and update reads. Conflict serializability converts a schedule by swapping non-conflicting operations, where two operations conflict if they are in different transactions, access the same data item, and one is a write.
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Creation of Web Portal using DURPAL
- 1. Cloud Computing Laboratory: Creation of Web Portal using Durpal Dr.M.Pyingkodi Dept of MCA Kongu Engineering College Erode, Tamilnadu,India
- 2. 60 CREATION OF WEBSITE USING DRUPAL AIM: To Create popular website using DRUPAL CMS STEPS: STEP-1: Open the browser window and type local host. STEP-2: From the tools option, select Phpadmin. STEP-3: Click new open in left panel to create a new database
- 3. 61 STEP-4: Enter the database name and click create button. STEP-5: From the file explorer, Go to the wampserver folder.
- 4. 62 STEP 6: Inside the wampserver folder C:wamp64/www.create a new project folder. STEP 7: Download the drupal setup files using the link drupal.org/ download.
- 5. 63 STEP-8: From the URL, click the “Download drupal zip” button STEP-9: Extract the downloaded zip file folder.
- 6. 64 STEP 10 Go to the extracted downloaded zip file folder and select folder. 4 copy all the files inside this folder STEP-11: Go to c: wamp64wwwdrupal project. durpal project is the folder name paste the copied files inside the drupal project folder. STEP-12: Go to browser window and type local host /drupal project. STEP-13: Drupal window is opened choose language English Then click save and continue button.
- 7. 65 STEP-14: In select an Installation profile, click standard option and then click Save and continue button STEP-15: In database configuration, enter the database name we given already "root" and do not give password
- 8. 66 STEP-16 click save and continue button. Installing will started STEP-17: In configuration site window. Enter site name and site Email id , From site maintenance account, Give username and password, From Regional settings, given country as India Click save and continue button Drupal is installed
- 9. 67 STEP-18: Enter Localhost/drupal project in the browser window. STEP-19: Click appearances option from the left side panel.
- 10. 68 STEP-20: From Seven 9.2.7, Select set as default STEP-21: Under the list tab
- 11. 69 STEP-22: From the structure option from default panel click the block layout. STEP-23: In black layout, click the custom block library tab
- 12. 70 STEP-24: Then click Add custom block library tab STEP-25: From Add custom block, Given block description lower content)
- 13. 71 STEP-26: Inside the body gives information you need click save button. STEP-27: Again open the block layout lab, click place block button is pre content.
- 14. 72 STEP-28: In place block popup, search the description in the search bar(created we created). STEP-29: Click the place block button under the operation column.
- 15. 73 STEP-30: Specify the region (i.e. pre content) where our content to be displayed STEP-31: Click save block. STEP-32: Now, refresh the website and run the drupal Project using localhost / drupal project RESULT Created a website using drupal and successfully website has been shown.