Sql tutorial for select, where, order by, null, insert functions. SQL is a standard language for storing, manipulating and retrieving data in databases.
Home automation or domestics is building automation for a home, called a smart home or smart house. A home automation system will monitor and/or control home attributes such as lighting, climate, entertainment systems, and appliances. It may also include home security such as access control and alarm systems.
presentation on gsm architecture and fixed assignmentFabiha Ain
The document provides an overview of GSM architecture and fixed assignment schemes. It discusses the key elements of GSM architecture including the network switching subsystem, base station subsystem, mobile station, and operations and support system. It then covers three fixed assignment schemes - frequency division multiple access (FDMA), time division multiple access (TDMA), and code division multiple access (CDMA) - and describes how channel access is allocated based on frequency, time, or code under each scheme.
This document provides an outline and overview of topics related to mobile radio propagation, including:
- Definitions of key terms like wavelength, frequency, propagation mechanisms, and radio frequency bands.
- Descriptions of different propagation effects like reflection, diffraction, and scattering.
- Explanations of path loss in various environments and how it relates to distance and frequency.
- Discussions of slow fading/shadowing and fast fading/multipath effects on received signals.
- Concepts of Doppler shift, delay spread, and intersymbol interference in mobile radio systems.
This document describes the different channel types in GSM networks. It outlines the traffic channel which carries user data at either 22.8 Kbps or 11.4 Kbps. It also describes the various control channels including the broadcast channel (BCH) which transmits system information, the common control channel (CCCH) used for paging and access requests, and the dedicated control channel (DCCH) used for call setup and handovers. Each channel type serves a specific purpose in either carrying user data or transmitting control signaling in the uplink and downlink directions.
Abstract
The technology of voice browsing is rapidly evolving these days. It is because the use of cell phones is increasing at a very high rate, as compared to connected PCs. Listening and speaking are the natural modes of communication and information gathering. As a result we are now heading towards a more voice based approach of browsing rather than operating on textual mode. The command input and the delivery of web contents are entirely in voice. A voice browser is a device: that interprets voice input and interprets voice markup languages to generate voice output. That interprets a script which specifies exactly what to verbally present to the user as well as when to present each piece of information. Benefits Voice is a very natural user interface which speeds up browsing.
This document discusses adaptive modulation and coding (AMC) techniques in wireless communications. It provides an introduction to AMC and describes how it allows matching modulation, coding, and other signal parameters to radio link conditions. The document then outlines the development roadmap for broadband wireless access (BWA) and WiMAX, including added support for mobility, advanced antennas, and modulation/coding schemes. It discusses the advantages of AMC in improving transmission rates and bit error rates by exploiting channel state information. Finally, it notes challenges around AMC being sensitive to measurement errors and delay in selecting the appropriate modulation.
This document discusses 5G technology and Non-Orthogonal Multiple Access (NOMA). It provides an overview of 5G, describing how 5G will enable higher data rates and bandwidth. NOMA is introduced as an emerging technology for 5G that uses power multiplexing to serve multiple users on the same time and frequency resources, providing higher spectral efficiency and lower latency compared to previous orthogonal multiple access techniques. The advantages of NOMA include higher throughput, massive connectivity, lower latency and improved quality of service. Potential applications discussed include supporting increased device connectivity for areas like the Internet of Things.
Home automation or domestics is building automation for a home, called a smart home or smart house. A home automation system will monitor and/or control home attributes such as lighting, climate, entertainment systems, and appliances. It may also include home security such as access control and alarm systems.
presentation on gsm architecture and fixed assignmentFabiha Ain
The document provides an overview of GSM architecture and fixed assignment schemes. It discusses the key elements of GSM architecture including the network switching subsystem, base station subsystem, mobile station, and operations and support system. It then covers three fixed assignment schemes - frequency division multiple access (FDMA), time division multiple access (TDMA), and code division multiple access (CDMA) - and describes how channel access is allocated based on frequency, time, or code under each scheme.
This document provides an outline and overview of topics related to mobile radio propagation, including:
- Definitions of key terms like wavelength, frequency, propagation mechanisms, and radio frequency bands.
- Descriptions of different propagation effects like reflection, diffraction, and scattering.
- Explanations of path loss in various environments and how it relates to distance and frequency.
- Discussions of slow fading/shadowing and fast fading/multipath effects on received signals.
- Concepts of Doppler shift, delay spread, and intersymbol interference in mobile radio systems.
This document describes the different channel types in GSM networks. It outlines the traffic channel which carries user data at either 22.8 Kbps or 11.4 Kbps. It also describes the various control channels including the broadcast channel (BCH) which transmits system information, the common control channel (CCCH) used for paging and access requests, and the dedicated control channel (DCCH) used for call setup and handovers. Each channel type serves a specific purpose in either carrying user data or transmitting control signaling in the uplink and downlink directions.
Abstract
The technology of voice browsing is rapidly evolving these days. It is because the use of cell phones is increasing at a very high rate, as compared to connected PCs. Listening and speaking are the natural modes of communication and information gathering. As a result we are now heading towards a more voice based approach of browsing rather than operating on textual mode. The command input and the delivery of web contents are entirely in voice. A voice browser is a device: that interprets voice input and interprets voice markup languages to generate voice output. That interprets a script which specifies exactly what to verbally present to the user as well as when to present each piece of information. Benefits Voice is a very natural user interface which speeds up browsing.
This document discusses adaptive modulation and coding (AMC) techniques in wireless communications. It provides an introduction to AMC and describes how it allows matching modulation, coding, and other signal parameters to radio link conditions. The document then outlines the development roadmap for broadband wireless access (BWA) and WiMAX, including added support for mobility, advanced antennas, and modulation/coding schemes. It discusses the advantages of AMC in improving transmission rates and bit error rates by exploiting channel state information. Finally, it notes challenges around AMC being sensitive to measurement errors and delay in selecting the appropriate modulation.
This document discusses 5G technology and Non-Orthogonal Multiple Access (NOMA). It provides an overview of 5G, describing how 5G will enable higher data rates and bandwidth. NOMA is introduced as an emerging technology for 5G that uses power multiplexing to serve multiple users on the same time and frequency resources, providing higher spectral efficiency and lower latency compared to previous orthogonal multiple access techniques. The advantages of NOMA include higher throughput, massive connectivity, lower latency and improved quality of service. Potential applications discussed include supporting increased device connectivity for areas like the Internet of Things.
The Velodyne LiDAR Puck VLP-16 is Velodyne's smallest, newest, and most advanced 3D LiDAR sensor that provides real-time, 360 degree scans with up to 300,000 data points per second. It has a range of 100 meters and is ideal for UAVs and other mobile applications due to its low power consumption, light weight, and compact size. The VLP-16 sensor supports 16 laser channels and has a 360 degree horizontal field of view with a 30 degree vertical field of view to capture 3D distance and reflectivity measurements.
Bluetooth is a wireless technology standard that allows for the exchange of data over short distances without wires. It was developed in 1994 by Ericsson as a cable replacement technology and was designed to be inexpensive, wireless, and easy to use. Bluetooth can connect various devices like mice, keyboards, and printers and allows devices to share data and form personal area networks within a range of about 100 meters. It uses a frequency-hopping spread spectrum to reduce interference and improve security. Bluetooth devices are organized into piconets of up to 8 devices that maintain wireless connections. Multiple independent piconets form scatternets that allow devices to move between different piconets.
A Cell phone jammer is a device used to prevent cellular phones from receiving signals from base stations.
It is a device that transmit signal on the same frequency at which the GSM system operates, the jamming is success when the mobile phones are disabled in the area where the jammer is located.
The document describes a smart note taker, which allows users to write notes in the air that are recorded and can be edited, shared, and displayed on a PC. It recognizes 22 languages and is helpful for instructors and blind users. However, it is very expensive and has limitations with easy writing. More research is needed to overcome limitations and improve the technology to be more affordable and widely used.
This document discusses wavelength-division multiplexing (WDM) and how it can be combined with time-division multiplexing (TDM). It explains that WDM separates different channels by assigning each a unique optical wavelength, similar to how frequency-division multiplexing separates channels by frequency. When combining WDM with TDM, fixed time slots are assigned to each wavelength, allowing multiple users to share the bandwidth of a single wavelength. Most optical networks today use this combination of WDM and TDM technologies to efficiently transmit multiple signals simultaneously over one fiber.
Gsm Global System For Mobile Comm[1]. Really Niceer_tiwari
The document provides an introduction to cellular technology and the Global System for Mobile Communication (GSM). [1] GSM was established in 1982 to create a common European mobile telephone standard and has become a globally accepted standard. [2] GSM networks use a combination of Time Division Multiple Access (TDMA) and Frequency Division Multiple Access (FDMA) and include mobile stations, base stations, switching centers, databases, and interfaces that allow connection to other networks. [3] GSM supports various services including telephony, data transmission, and messaging and provides features such as security, mobility, and roaming.
OFDM is a digital modulation technique that divides the available bandwidth into multiple non-overlapping frequency sub-bands or carriers, with each sub-band being modulated with a low data rate. It provides benefits like high spectral efficiency, resilience to radio interference and multipath distortion. Some types of OFDM include COFDM, MIMO-OFDM, V-OFDM, W-OFDM and Flash-OFDM. It has advantages over other multiplexing techniques like WDM and TDM and is used in technologies like WiFi, DSL, digital TV and audio broadcasting.
This document compares the 1st through 4th generations of wireless technology. 1G was analog and focused on voice. 2G introduced digital transmission and data services. 3G brought increased speeds and applications like video calling. 4G will provide speeds from 100 Mbps to 1 Gbps for broadband access anywhere. It analyzes the strengths, weaknesses, opportunities, and threats for each generation.
The document describes an electronic voting system that consists of two units: a voting unit and a counting unit. Both units contain a microcontroller, GSM module, and LCD display. The voting unit allows users to cast votes for different candidates that are then sent to the counting unit via the GSM module. The counting unit tabulates the votes received and displays the current vote totals for each candidate on the LCD screen. Diagrams show the electrical connections between the components in each unit including the Arduino board, GSM module, and LCD shield. References are provided at the end related to electronic voting systems, sending/receiving SMS using GSM modules, and using Arduino microcontrollers.
This document discusses pulse code modulation (PCM) which converts analog signals to digital data. PCM involves sampling an analog signal, quantizing it to discrete levels, and encoding the samples into binary code. The key aspects covered are the PCM block diagram, process of sampling, quantization and encoding, PCM standards, bit rate and bandwidth requirements, advantages like robustness and disadvantages like requiring large bandwidth. Applications discussed are telephone voice communication, compact discs, and satellite transmission.
The document describes the GSM signaling protocol architecture, which includes protocols for radio resource management, mobility management, connection management, and the mobile application part (MAP). It focuses on the radio resource management layer, which handles radio channel configuration and handovers between cells and base stations. It also describes the control channels used for signaling between mobiles and base stations, and the mobility management layer, which handles location updates as subscribers move between different areas. Finally, it provides details on the BSS application part (BSSAP), which includes the direct transfer application part (DTAP) and BSS management application part (BSSMAP) to transfer messages between network components.
This document provides an overview of high-definition television (HDTV). It describes HDTV as a digital television format with higher resolution of 720p or 1080i and a wider 16:9 aspect ratio compared to standard definition. The document discusses HDTV transmission standards, including MPEG-2 compression, and the components of HDTV transmitters and receivers. It concludes that HDTV will provide a significantly improved television viewing experience over traditional analog formats once implementation is complete.
Intorduction to cellular communicationZaahir Salam
This document provides an introduction to cellular communications. It discusses how mobile networks use separate radio channels and pairs of frequencies for communication between mobile devices and cell sites. It also describes how early mobile systems used one powerful transmitter while modern cellular networks use many low-power transmitters and a cellular structure. Key aspects of cellular network design are also summarized such as cells, clusters, frequency reuse, and handovers.
Introduction Videos about LTE AP Pro
Overview on LTE and 4.5 G Evolution Around the World
LTE Advance Pro: Enhancements
LTE Advance Pro: New Use Cases
Case Study: Turkey’s Mobile Operators Evolution towards 4.5 G
Summary of LTE Advance Pro
MATLAB Simulation: 2D Beamforming algorithms (LMS, NLMS RLS and CM)
References
GSM Fundamentals provides an overview of GSM bands, the general architecture of a GSM network including key components like the MS, BSS, NSS, HLR, VLR, EIR, AUC, and IWF. It also describes identification numbers used in GSM like IMSI, MSISDN, IMEI, and TMSI as well as logical channels and radio technology aspects.
SQL is a language used to manage and manipulate relational databases. It allows users to perform operations like querying data, inserting records, updating records, and deleting records. Some important SQL commands include SELECT, UPDATE, DELETE, INSERT INTO, CREATE DATABASE, and ALTER DATABASE. The WHERE clause is used to filter rows selected from tables based on conditions. Common operators used in the WHERE clause include AND, OR, and NOT. ORDER BY sorts the results of a query by one or more specified columns.
The document provides examples and explanations of various SQL statements and clauses including SELECT, WHERE, ORDER BY, JOIN, and more. It begins with basic SELECT statements and progresses to more complex examples combining clauses like JOIN, WHERE, ORDER BY. Examples are given for each clause to illustrate its syntax and usage. Key points covered include different types of JOINs, using wildcards, aliases, and operators in the WHERE clause.
The Velodyne LiDAR Puck VLP-16 is Velodyne's smallest, newest, and most advanced 3D LiDAR sensor that provides real-time, 360 degree scans with up to 300,000 data points per second. It has a range of 100 meters and is ideal for UAVs and other mobile applications due to its low power consumption, light weight, and compact size. The VLP-16 sensor supports 16 laser channels and has a 360 degree horizontal field of view with a 30 degree vertical field of view to capture 3D distance and reflectivity measurements.
Bluetooth is a wireless technology standard that allows for the exchange of data over short distances without wires. It was developed in 1994 by Ericsson as a cable replacement technology and was designed to be inexpensive, wireless, and easy to use. Bluetooth can connect various devices like mice, keyboards, and printers and allows devices to share data and form personal area networks within a range of about 100 meters. It uses a frequency-hopping spread spectrum to reduce interference and improve security. Bluetooth devices are organized into piconets of up to 8 devices that maintain wireless connections. Multiple independent piconets form scatternets that allow devices to move between different piconets.
A Cell phone jammer is a device used to prevent cellular phones from receiving signals from base stations.
It is a device that transmit signal on the same frequency at which the GSM system operates, the jamming is success when the mobile phones are disabled in the area where the jammer is located.
The document describes a smart note taker, which allows users to write notes in the air that are recorded and can be edited, shared, and displayed on a PC. It recognizes 22 languages and is helpful for instructors and blind users. However, it is very expensive and has limitations with easy writing. More research is needed to overcome limitations and improve the technology to be more affordable and widely used.
This document discusses wavelength-division multiplexing (WDM) and how it can be combined with time-division multiplexing (TDM). It explains that WDM separates different channels by assigning each a unique optical wavelength, similar to how frequency-division multiplexing separates channels by frequency. When combining WDM with TDM, fixed time slots are assigned to each wavelength, allowing multiple users to share the bandwidth of a single wavelength. Most optical networks today use this combination of WDM and TDM technologies to efficiently transmit multiple signals simultaneously over one fiber.
Gsm Global System For Mobile Comm[1]. Really Niceer_tiwari
The document provides an introduction to cellular technology and the Global System for Mobile Communication (GSM). [1] GSM was established in 1982 to create a common European mobile telephone standard and has become a globally accepted standard. [2] GSM networks use a combination of Time Division Multiple Access (TDMA) and Frequency Division Multiple Access (FDMA) and include mobile stations, base stations, switching centers, databases, and interfaces that allow connection to other networks. [3] GSM supports various services including telephony, data transmission, and messaging and provides features such as security, mobility, and roaming.
OFDM is a digital modulation technique that divides the available bandwidth into multiple non-overlapping frequency sub-bands or carriers, with each sub-band being modulated with a low data rate. It provides benefits like high spectral efficiency, resilience to radio interference and multipath distortion. Some types of OFDM include COFDM, MIMO-OFDM, V-OFDM, W-OFDM and Flash-OFDM. It has advantages over other multiplexing techniques like WDM and TDM and is used in technologies like WiFi, DSL, digital TV and audio broadcasting.
This document compares the 1st through 4th generations of wireless technology. 1G was analog and focused on voice. 2G introduced digital transmission and data services. 3G brought increased speeds and applications like video calling. 4G will provide speeds from 100 Mbps to 1 Gbps for broadband access anywhere. It analyzes the strengths, weaknesses, opportunities, and threats for each generation.
The document describes an electronic voting system that consists of two units: a voting unit and a counting unit. Both units contain a microcontroller, GSM module, and LCD display. The voting unit allows users to cast votes for different candidates that are then sent to the counting unit via the GSM module. The counting unit tabulates the votes received and displays the current vote totals for each candidate on the LCD screen. Diagrams show the electrical connections between the components in each unit including the Arduino board, GSM module, and LCD shield. References are provided at the end related to electronic voting systems, sending/receiving SMS using GSM modules, and using Arduino microcontrollers.
This document discusses pulse code modulation (PCM) which converts analog signals to digital data. PCM involves sampling an analog signal, quantizing it to discrete levels, and encoding the samples into binary code. The key aspects covered are the PCM block diagram, process of sampling, quantization and encoding, PCM standards, bit rate and bandwidth requirements, advantages like robustness and disadvantages like requiring large bandwidth. Applications discussed are telephone voice communication, compact discs, and satellite transmission.
The document describes the GSM signaling protocol architecture, which includes protocols for radio resource management, mobility management, connection management, and the mobile application part (MAP). It focuses on the radio resource management layer, which handles radio channel configuration and handovers between cells and base stations. It also describes the control channels used for signaling between mobiles and base stations, and the mobility management layer, which handles location updates as subscribers move between different areas. Finally, it provides details on the BSS application part (BSSAP), which includes the direct transfer application part (DTAP) and BSS management application part (BSSMAP) to transfer messages between network components.
This document provides an overview of high-definition television (HDTV). It describes HDTV as a digital television format with higher resolution of 720p or 1080i and a wider 16:9 aspect ratio compared to standard definition. The document discusses HDTV transmission standards, including MPEG-2 compression, and the components of HDTV transmitters and receivers. It concludes that HDTV will provide a significantly improved television viewing experience over traditional analog formats once implementation is complete.
Intorduction to cellular communicationZaahir Salam
This document provides an introduction to cellular communications. It discusses how mobile networks use separate radio channels and pairs of frequencies for communication between mobile devices and cell sites. It also describes how early mobile systems used one powerful transmitter while modern cellular networks use many low-power transmitters and a cellular structure. Key aspects of cellular network design are also summarized such as cells, clusters, frequency reuse, and handovers.
Introduction Videos about LTE AP Pro
Overview on LTE and 4.5 G Evolution Around the World
LTE Advance Pro: Enhancements
LTE Advance Pro: New Use Cases
Case Study: Turkey’s Mobile Operators Evolution towards 4.5 G
Summary of LTE Advance Pro
MATLAB Simulation: 2D Beamforming algorithms (LMS, NLMS RLS and CM)
References
GSM Fundamentals provides an overview of GSM bands, the general architecture of a GSM network including key components like the MS, BSS, NSS, HLR, VLR, EIR, AUC, and IWF. It also describes identification numbers used in GSM like IMSI, MSISDN, IMEI, and TMSI as well as logical channels and radio technology aspects.
SQL is a language used to manage and manipulate relational databases. It allows users to perform operations like querying data, inserting records, updating records, and deleting records. Some important SQL commands include SELECT, UPDATE, DELETE, INSERT INTO, CREATE DATABASE, and ALTER DATABASE. The WHERE clause is used to filter rows selected from tables based on conditions. Common operators used in the WHERE clause include AND, OR, and NOT. ORDER BY sorts the results of a query by one or more specified columns.
The document provides examples and explanations of various SQL statements and clauses including SELECT, WHERE, ORDER BY, JOIN, and more. It begins with basic SELECT statements and progresses to more complex examples combining clauses like JOIN, WHERE, ORDER BY. Examples are given for each clause to illustrate its syntax and usage. Key points covered include different types of JOINs, using wildcards, aliases, and operators in the WHERE clause.
The document provides examples and explanations of common SQL commands used to query, manipulate, and manage data in a relational database. Key points include:
- The SELECT statement is used to query data from database tables. The WHERE clause filters results.
- INSERT, UPDATE and DELETE statements are used to add, modify and remove rows in database tables.
- CREATE, ALTER, DROP statements manage the database schema by creating, modifying and deleting tables, columns, keys and constraints.
- PRIMARY KEY and FOREIGN KEY constraints enforce data integrity and relationships between tables.
This book can teach you a variety of topics, depending on your level of experience with SQL Server and what you want to learn. Here are some of the topics that a typical MS SQL Server tutorial may cover:
Introduction to relational databases - A tutorial on MS SQL Server usually starts with an overview of the concepts and principles of relational databases, including tables, columns, rows, primary keys, and foreign keys.
Basic SQL queries - The tutorial may cover the basics of SQL syntax and teach you how to write simple SELECT, INSERT, UPDATE, and DELETE statements.
Advanced SQL queries - The tutorial may cover more complex SQL queries, including JOINs, subqueries, and aggregation functions.
Database design and normalization - The tutorial may cover the principles of database design and normalization, and teach you how to create and modify database schemas.
Stored procedures and functions - The tutorial may cover how to create and use stored procedures and functions to encapsulate SQL code and improve performance.
Database administration and security - The tutorial may cover topics related to database administration and security, including backups and restores, user permissions, and authentication modes.
These are just some of the topics that a MS SQL Server tutorial may cover. The specific content and level of detail will depend on the tutorial and the intended audience.
SQL is a standard language for accessing and manipulating databases. It allows users to retrieve, insert, update, and delete data as well as create new databases and tables. Common SQL statements include SELECT, UPDATE, DELETE, and INSERT. SQL uses clauses, operators, and wildcards to filter records based on conditions. Some key points are that SQL is an ANSI standard but different versions exist, it allows querying and modifying data in databases, and is essential for interacting with relational database systems.
This document discusses SQL SELECT statements and the WHERE clause. It provides examples of using SELECT to retrieve data from database tables, SELECT DISTINCT to retrieve only distinct values, and the WHERE clause to filter retrieved data based on specified conditions. Syntax examples are given for basic SELECT statements, SELECT DISTINCT, and using operators like =, <, >, BETWEEN in the WHERE clause.
Data Base Management System Lecture 10.pdfhowto4ucontact
The document discusses various SQL operators and functions. It begins by explaining the IN, BETWEEN, and NOT BETWEEN operators which can be used to select values within or outside a range. It then discusses aliases which temporarily rename columns and tables for readability. Finally, it covers several aggregate functions - AVG() returns the average value, COUNT() returns the number of rows, MAX() and MIN() return the highest/lowest values, and SUM() returns the total sum.
This document provides an overview of databases and SQL. It discusses key concepts like database structure, normalization, keys, queries, joins, constraints and more. SQL is used to work with relational databases and allows users to define, manipulate and query data. Common SQL commands are explained like SELECT, INSERT, UPDATE, DELETE and more.
Introduction to structured query languageHuda Alameen
This document provides an introduction to structured query language (SQL). It describes SQL's use for communicating with databases and its basis in set theory and relational operations. Examples are provided to demonstrate basic SQL statements like SELECT, FROM, WHERE, DISTINCT, ORDER BY, LIKE, IN, BETWEEN and how to retrieve, filter and sort data from database tables. Keywords, operators and syntax are defined for core SQL clauses and functions.
This document provides an outline and overview of key concepts for working with databases and SQL in mobile programming. It discusses different types of databases like SQLite and concepts like tables, rows, columns, and basic SQL statements for creating tables, selecting, inserting, updating, and deleting data. Examples are provided for each SQL statement to demonstrate their proper syntax and usage.
This document provides an overview of SQL commands and examples, including SELECT, WHERE, ORDER BY, INSERT, UPDATE, DELETE, JOIN, UNION and more. Key points include:
- SQL is a standard language for accessing and manipulating databases and became an ANSI and ISO standard in the 1980s.
- Common SQL commands allow users to query data with SELECT, insert/update/delete records, and perform other data management tasks.
- Logical operators like WHERE, AND, OR, NOT allow for filtering query results.
- JOINs combine data from multiple tables by common columns.
- Aggregate functions like COUNT, SUM, AVG perform calculations across record sets.
- Examples
Similar to Sql tutorial for select, where, order by, null, insert functions (11)
Unleashing Real-World Simulations: A Python Tutorial by Avjinder KalerAvjinder (Avi) Kaler
Simulation, a key tool in understanding complex systems, offers a dynamic representation to analyze and enhance resource allocation, preventing issues like congestion and delays.
DBSCAN stands for Density-Based Spatial Clustering for Applications with Noise. This is an unsupervised clustering algorithm which is used to find high-density base samples to extend the clusters
Python Code for Classification Supervised Machine Learning.pdfAvjinder (Avi) Kaler
This document provides a tutorial on classification machine learning using Python. It defines classification as categorizing input data into predefined classes or labels. It discusses several common classification algorithms like logistic regression, k-nearest neighbors, support vector machines, decision trees, random forests, gradient boosting machines, Gaussian naive Bayes, and multinomial naive Bayes. It also covers key evaluation metrics, applications, challenges, and future trends in classification machine learning. Code examples are provided for implementing various classification models in Python and R.
This document describes a study that used association mapping to identify genomic regions associated with canopy temperature (CT) in soybeans under drought conditions. The study evaluated 345 soybean accessions in three environments, measuring CT using aerial infrared imaging. 52 single nucleotide polymorphisms (SNPs) were significantly associated with normalized CT (nCT), tagging 34 genomic regions. Several of the identified regions contained genes related to drought tolerance functions like transpiration, water acquisition, and response to abscisic acid. Fifteen SNPs associated with nCT were also associated with canopy wilting. The study aims to identify genotypes and alleles that can be used in breeding programs to improve soybean drought tolerance.
Association mapping identifies loci for canopy coverage in diverse soybean ge...Avjinder (Avi) Kaler
Rapid establishment of canopy coverage decreases
soil evaporation relative to transpiration improves
water use efficiency and light interception, and increases
soybean competitiveness against weeds.
Genome-wide association mapping of canopy wilting in diverse soybean genotypesAvjinder (Avi) Kaler
Genome-wide association analysis identified 61 SNP markers for canopy wilting, which likely tagged 51 different loci. Based on the allelic effects of the significant SNPs, the slowest and fastest wilting genotypes were identified.
Tutorial for Estimating Broad and Narrow Sense Heritability using RAvjinder (Avi) Kaler
This tutorial document provides steps to estimate broad and narrow sense heritability using R. It explains how to format phenotype and genotype data files, load required packages, set the working directory, import data files into R, calculate broad sense heritability using only phenotype data, and calculate narrow sense heritability using both phenotype and genotype data. The document also provides contact information for questions and links to additional tutorials.
This tutorial provides instructions for creating Manhattan plots from genome-wide association study (GWAS) results in circular and rectangular forms using the R package CMplot. It describes how to format and import a GWAS data file, install and load the CMplot package, generate Manhattan plots with different parameters, and find additional tutorials. The key steps are to format the GWAS data as a CSV file with SNPs, chromosomes, positions and p-values, read in the file using R, and run the CMplot function to produce circular, rectangular and QQ plots.
Genomic Selection with Bayesian Generalized Linear Regression model using RAvjinder (Avi) Kaler
This document provides a tutorial for performing genomic prediction using Bayesian Generalized Linear Regression (BGLR) models in R. It describes downloading and installing necessary software, formatting genotype, phenotype, and kinship matrix files as inputs, and provides the R code to run BGLR for genomic prediction. The tutorial explains fitting the BGLR model, making predictions, and evaluating goodness of fit and variance components. Users are instructed to check prediction accuracy by correlating predictive and actual phenotypic values.
Genome-wide association mapping identifies genomic regions associated with phenotypes by analyzing phenotypic and genotypic data. Phenotypic data includes traits like flowering time and yield, while genotypic data consists of genetic markers spanning the genome. Single nucleotide polymorphisms (SNPs) are commonly used markers. Association mapping fits statistical models to test for association between each SNP and the phenotype. Accounting for population structure and relatedness through mixed models reduces false positives. Significant associations between SNPs and traits suggest the SNP directly affects the trait or is linked to a causal variant. Results are visualized through Manhattan plots and QQ-plots.
Nutrient availability response to sulfur amendment in histosols having variab...Avjinder (Avi) Kaler
This study examined the effects of sulfur amendment on soil pH and nutrient availability in organic soils with varying levels of calcium carbonates in the Everglades Agricultural Area of Florida. The study included four rates of elemental sulfur (0, 90, 224, 448 kg/ha) and three levels of added calcium carbonate (0%, 12.5%, 50% by volume) in a greenhouse pot experiment with sugarcane. The results showed that sulfur amendment had little effect on soil pH across all calcium carbonate levels due to the strong buffering capacity of the soils. Higher calcium carbonate levels significantly increased soil pH. While sulfur increased sulfate levels in the soil, it did not enhance other nutrient availability, possibly due to the inability
Sugarcane yield and plant nutrient response to sulfur amended everglades hist...Avjinder (Avi) Kaler
This study evaluated the effects of elemental sulfur application rates and calcium carbonate levels on sugarcane yield, plant nutrients, and soil pH in Everglades Histosols. Four sulfur rates and three calcium carbonate levels were tested in a factorial experiment. Leaf samples were taken twice during the growing season and analyzed for nutrient concentrations. At harvest, sugarcane yield components were measured. Results showed that sulfur amendment and calcium carbonate levels had limited effects on yield, leaf nutrients, and soil pH. Most leaf nutrients were within optimum ranges except for nitrogen, phosphorus, iron, and manganese. Soil pH, phosphorus, and manganese concentrations were important predictors of sugarcane yield.
R code descriptive statistics of phenotypic data by Avjinder KalerAvjinder (Avi) Kaler
This document provides code examples for conducting descriptive statistics and modeling of phenotypic data in R. It covers reading data into R, calculating summary statistics like means and standard deviations, exploring data distributions through histograms and QQ plots, transforming data, fitting and comparing linear and logistic regression models, and assessing model diagnostics. The goal is to analyze phenotypic data, identify appropriate transformations and models, and check assumptions.
Population genetics focuses on the frequencies and distribution of genes in populations. It combines Darwin's theory of evolution with Mendelian genetics and molecular biology. There are several forces that can change allelic and genotypic frequencies in a population over time, including mutation, natural selection, migration between populations, and genetic drift. Hardy-Weinberg equilibrium describes the relationship between gene and genotypic frequencies in a population, where the frequencies will remain constant from generation to generation if these evolutionary forces are not present.
1) Quantitative genetics focuses on inheritance of quantitative traits controlled by multiple genes and influenced by the environment.
2) A basic single-gene model is used to explain quantitative genetic theory, including calculations of population mean, genetic effects, and variance components.
3) More complex multi-gene models and analyses like ANOVA and heritability are then introduced to better capture quantitative traits controlled by numerous genes and environmental influences.
This document discusses abiotic stress in plants. It defines plant stress and describes how environmental factors like water deficit, salinity, temperature extremes, and mineral deficiencies can stress plants. It explains how plants acclimate and adapt to stress through physiological and morphological changes. The document outlines various stress sensing, signaling pathways and hormonal responses in plants, as well as developmental and antioxidant mechanisms that help protect plants from abiotic stress. Developing crop varieties with enhanced stress tolerance is an important goal.
This document provides two methods for calculating seed rates for experiments: by plot and by row.
The method for calculating by plot uses the formula of seed density per acre x plot size. An example is shown for a soybean experiment with a seed density of 150,000 seeds per acre and a plot size of 75 square feet, resulting in a seed rate of 259 seeds per plot.
The method for calculating by row uses the formula of seed density per acre x row length x row spacing. An example is shown for soybeans with a seed density of 150,000 seeds per acre, row length of 18 feet, and row spacing of 18 inches, resulting in a seed rate of 93 seeds per row. The total
This R code document contains code for implementing the Expectation-Maximization (EM) algorithm for Gaussian mixture models with 1, 2, and 3 clusters of data. The code includes functions for the EM steps, starting values, and plotting the results. It applies the EM algorithm to real datasets with 1 and 2 dimensions and to a simulated 3 cluster dataset.
This presentation was provided by Rebecca Benner, Ph.D., of the American Society of Anesthesiologists, for the second session of NISO's 2024 Training Series "DEIA in the Scholarly Landscape." Session Two: 'Expanding Pathways to Publishing Careers,' was held June 13, 2024.
Gender and Mental Health - Counselling and Family Therapy Applications and In...PsychoTech Services
A proprietary approach developed by bringing together the best of learning theories from Psychology, design principles from the world of visualization, and pedagogical methods from over a decade of training experience, that enables you to: Learn better, faster!
Beyond Degrees - Empowering the Workforce in the Context of Skills-First.pptxEduSkills OECD
Iván Bornacelly, Policy Analyst at the OECD Centre for Skills, OECD, presents at the webinar 'Tackling job market gaps with a skills-first approach' on 12 June 2024
Elevate Your Nonprofit's Online Presence_ A Guide to Effective SEO Strategies...TechSoup
Whether you're new to SEO or looking to refine your existing strategies, this webinar will provide you with actionable insights and practical tips to elevate your nonprofit's online presence.
Temple of Asclepius in Thrace. Excavation resultsKrassimira Luka
The temple and the sanctuary around were dedicated to Asklepios Zmidrenus. This name has been known since 1875 when an inscription dedicated to him was discovered in Rome. The inscription is dated in 227 AD and was left by soldiers originating from the city of Philippopolis (modern Plovdiv).
How Barcodes Can Be Leveraged Within Odoo 17Celine George
In this presentation, we will explore how barcodes can be leveraged within Odoo 17 to streamline our manufacturing processes. We will cover the configuration steps, how to utilize barcodes in different manufacturing scenarios, and the overall benefits of implementing this technology.
Philippine Edukasyong Pantahanan at Pangkabuhayan (EPP) CurriculumMJDuyan
(𝐓𝐋𝐄 𝟏𝟎𝟎) (𝐋𝐞𝐬𝐬𝐨𝐧 𝟏)-𝐏𝐫𝐞𝐥𝐢𝐦𝐬
𝐃𝐢𝐬𝐜𝐮𝐬𝐬 𝐭𝐡𝐞 𝐄𝐏𝐏 𝐂𝐮𝐫𝐫𝐢𝐜𝐮𝐥𝐮𝐦 𝐢𝐧 𝐭𝐡𝐞 𝐏𝐡𝐢𝐥𝐢𝐩𝐩𝐢𝐧𝐞𝐬:
- Understand the goals and objectives of the Edukasyong Pantahanan at Pangkabuhayan (EPP) curriculum, recognizing its importance in fostering practical life skills and values among students. Students will also be able to identify the key components and subjects covered, such as agriculture, home economics, industrial arts, and information and communication technology.
𝐄𝐱𝐩𝐥𝐚𝐢𝐧 𝐭𝐡𝐞 𝐍𝐚𝐭𝐮𝐫𝐞 𝐚𝐧𝐝 𝐒𝐜𝐨𝐩𝐞 𝐨𝐟 𝐚𝐧 𝐄𝐧𝐭𝐫𝐞𝐩𝐫𝐞𝐧𝐞𝐮𝐫:
-Define entrepreneurship, distinguishing it from general business activities by emphasizing its focus on innovation, risk-taking, and value creation. Students will describe the characteristics and traits of successful entrepreneurs, including their roles and responsibilities, and discuss the broader economic and social impacts of entrepreneurial activities on both local and global scales.
Sql tutorial for select, where, order by, null, insert functions
1. SQL Tutorial
to use
SELECT, WHERE, Order
by, INSERT, NULL
Functions
By
Avjinder Kaler
(askaler@uark.edu)
SQL is a standard language for storing,
manipulating and retrieving data in databases.
2. SELECT function for selection purpose in the Table.
• When someone want to select all the columns from the
Customers table.
SELECT * FROM Customers;
* for all columns
• When you want to select only one column, for example the City
column, from the Customers table.
SELECT City FROM Customers;
• When you want to select different values from the Country
column in the Customers table.
SELECT DISTINCT Country FROM Customers;
3. Where function for selection purpose at specific
place in the Table.
• When you want to select a specific value in a specific column, for
example the "Berlin" value from the City column in the
Customers table.
SELECT * FROM Customers
WHERE City = 'Berlin';
• When you want to select all values other than one specific value
in a specific column, for example the "Not Berlin" value from the
City column in the Customers table.
SELECT * FROM Customers
WHERE City <> 'Berlin';
* These are different operator to use.
4. • When you want to select one specific number value in a specific
column, for example the "32" value from the CustomerID
column in the Customers table.
SELECT * FROM Customers
WHERE CustomerID = 32;
• When you want to select records from two columns, for example
Berlin value from City column and the value 12209 from
PostalCode column in the Customers table.
SELECT* FROM Customers
WHERE City = 'Berlin'
AND PostalCode = 12209;
• When you want to select two different records from the same
column, for example the value Berlin and the value London from
the City column in the Customers table.
SELECT * FROM Customers
WHERE City = 'Berlin'
OR City = 'London';
5. Order by function for sorting the records in the
columns in the Table.
• When you want to sort the records alphabetically in a specific
column, for example records in the City column in the Customers
table.
SELECT * FROM Customers
ORDER BY City;
• When you want to sort the records reverse alphabetically in a
specific column, for example records in the City column in the
Customers table.
SELECT * FROM Customers
ORDER BY City DESC;
• When you want to sort the records in two columns, first one
column and then second after that, for example first by the
column Country, then, by the column City in the Customers
table.
SELECT * FROM Customers
ORDER BY Country, City;
6. Insert function for inserting new records in the
columns in the Table.
• When you want to insert new values the records in different
columns, for example 'Hekkan Burger', ‘Gateveien 15', 'Sandnes',
'4306', 'Norway' new values in the CustomerName, Address,
City, PostalCode, Country columns, respectively, in the
Customers table.
INSERT INTO Customers (
CustomerName,
Address,
City, Columns where new records will be inserted
PostalCode,
Country)
VALUES (
'Hekkan Burger',
'Gateveien 15',
'Sandnes', new records/values
'4306',
'Norway');
7. Null function for inserting new records in the
columns in the Table.
• When you want to select all empty records from a specific
column, for example empty records in the PostalCode column in
the Customers table.
SELECT * FROM Customers
WHERE PostalCode IS NULL;
• When you want to select all non-empty records from a specific
column, for example non-empty records in the PostalCode
column in the Customers table.
SELECT * FROM Customers
WHERE PostalCode IS NOT NULL;