This document contains a submission by Rohit Malav to Gaurav Kumar Sharma for a DLD lab PPT. It lists Rohit Malav as the submitter and Gaurav Kumar Sharma as the recipient for a submission related to a second DLD lab PPT.
Abstract:
Extensive research has been done in prefetching techniques that hide memory latency in microprocessors leading to performance improvements. However, the energy aspect of prefetching is relatively unknown. While aggressive prefetching techniques often help to improve performance, they increase energy consumption by as much as 30% in the memory system. This paper provides a detailed evaluation on the energy impact of hardware data prefetching and then presents a set of new energy-aware techniques to overcome prefetching energy overhead of such schemes. These include compiler-assisted and hardware-based energy-aware techniques and a new power-aware prefetch engine that can reduce hardware prefetching related energy consumption by 7-11 ×. Combined with the effect of leakage energy reduction due to performance improvement, the total energy consumption for the memory system after the application of these techniques can be up to 12% less than the baseline with no prefetching.
operating system calls input and output by (rohit malav)Rohit malav
Introduction of System Call
In computing, a system call is the programmatic way in which a computer program requests a service from the kernel of the operating system it is executed on. A system call is a way for programs to interact with the operating system. A computer program makes a system call when it makes a request to the operating system’s kernel. System call provides the services of the operating system to the user programs via Application Program Interface(API). It provides an interface between a process and operating system to allow user-level processes to request services of the operating system. System calls are the only entry points into the kernel system. All programs needing resources must use system calls.
Services Provided by System Calls :
Process creation and management
Main memory management
File Access, Directory and File system management
Device handling(I/O)
Protection
Networking, etc.
In computer programming, pandas is a software library written for the Python programming language for data manipulation and analysis. In particular, it offers data structures and operations for manipulating numerical tables and time series. It is free software released under the three-clause BSD license.
pandas is a fast, powerful, flexible and easy to use open source data analysis and manipulation tool,
built on top of the Python programming language.
A recommender system, or a recommendation system, is a subclass of information filtering system that seeks to predict the "rating" or "preference" a user would give to an item. They are primarily used in commercial applications.
Deep learning in python by purshottam vermaRohit malav
In this chapter, you'll become familiar with the fundamental concepts and terminology used in deep learning, and understand why deep learning techniques are so powerful today. You'll build simple neural networks and generate predictions with them.
Atm Security System Using Steganography Nss ptt by (rohit malav)Rohit malav
This document describes an ATM security system that uses steganography to securely transmit files. The system encrypts files using a random bit-shift encryption algorithm and embeds them into audio or video files for transmission. At the receiving end, the encrypted file is extracted from the carrier file after entering the correct password. The system aims to provide stronger security than regular encryption by hiding encrypted files within innocent-looking media during transmission.
Samba server Pts report pdf by Rohit malavRohit malav
Samba is a free software re-implementation of the SMB networking protocol, and was originally developed by Andrew Tridgell. Samba provides file and print services for various Microsoft Windows clients and can integrate with a Microsoft Windows Server domain, either as a Domain Controller or as a domain member.
System calls operating system ppt by rohit malavRohit malav
System call
a system call is the programmatic way in which a computer program requests a service from the kernel of the operating system it is executed on. This may include hardware-related services, creation and execution of new processes, and communication with integral kernel services such as process scheduling.
Abstract:
Extensive research has been done in prefetching techniques that hide memory latency in microprocessors leading to performance improvements. However, the energy aspect of prefetching is relatively unknown. While aggressive prefetching techniques often help to improve performance, they increase energy consumption by as much as 30% in the memory system. This paper provides a detailed evaluation on the energy impact of hardware data prefetching and then presents a set of new energy-aware techniques to overcome prefetching energy overhead of such schemes. These include compiler-assisted and hardware-based energy-aware techniques and a new power-aware prefetch engine that can reduce hardware prefetching related energy consumption by 7-11 ×. Combined with the effect of leakage energy reduction due to performance improvement, the total energy consumption for the memory system after the application of these techniques can be up to 12% less than the baseline with no prefetching.
operating system calls input and output by (rohit malav)Rohit malav
Introduction of System Call
In computing, a system call is the programmatic way in which a computer program requests a service from the kernel of the operating system it is executed on. A system call is a way for programs to interact with the operating system. A computer program makes a system call when it makes a request to the operating system’s kernel. System call provides the services of the operating system to the user programs via Application Program Interface(API). It provides an interface between a process and operating system to allow user-level processes to request services of the operating system. System calls are the only entry points into the kernel system. All programs needing resources must use system calls.
Services Provided by System Calls :
Process creation and management
Main memory management
File Access, Directory and File system management
Device handling(I/O)
Protection
Networking, etc.
In computer programming, pandas is a software library written for the Python programming language for data manipulation and analysis. In particular, it offers data structures and operations for manipulating numerical tables and time series. It is free software released under the three-clause BSD license.
pandas is a fast, powerful, flexible and easy to use open source data analysis and manipulation tool,
built on top of the Python programming language.
A recommender system, or a recommendation system, is a subclass of information filtering system that seeks to predict the "rating" or "preference" a user would give to an item. They are primarily used in commercial applications.
Deep learning in python by purshottam vermaRohit malav
In this chapter, you'll become familiar with the fundamental concepts and terminology used in deep learning, and understand why deep learning techniques are so powerful today. You'll build simple neural networks and generate predictions with them.
Atm Security System Using Steganography Nss ptt by (rohit malav)Rohit malav
This document describes an ATM security system that uses steganography to securely transmit files. The system encrypts files using a random bit-shift encryption algorithm and embeds them into audio or video files for transmission. At the receiving end, the encrypted file is extracted from the carrier file after entering the correct password. The system aims to provide stronger security than regular encryption by hiding encrypted files within innocent-looking media during transmission.
Samba server Pts report pdf by Rohit malavRohit malav
Samba is a free software re-implementation of the SMB networking protocol, and was originally developed by Andrew Tridgell. Samba provides file and print services for various Microsoft Windows clients and can integrate with a Microsoft Windows Server domain, either as a Domain Controller or as a domain member.
System calls operating system ppt by rohit malavRohit malav
System call
a system call is the programmatic way in which a computer program requests a service from the kernel of the operating system it is executed on. This may include hardware-related services, creation and execution of new processes, and communication with integral kernel services such as process scheduling.
A project on spring framework by rohit malavRohit malav
The Spring Framework provides a comprehensive programming and configuration model for modern Java-based enterprise applications - on any kind of deployment platform.
A key element of Spring is infrastructural support at the application level: Spring focuses on the "plumbing" of enterprise applications so that teams can focus on application-level business logic, without unnecessary ties to specific deployment environments.
android text encryption Network security lab by rohit malavRohit malav
Open the Android Market app on your device and install the Secret Message app. Enter a secret key into the Secret Key box at the top of the app's screen, type the message you want to encrypt into the Message box, tap “Encrypt” and tap “Send via SMS” to send the encrypted message.
samba server setup Pts ppt (rohit malav)Rohit malav
Samba
Samba is a free software re-implementation of the SMB networking protocol, and was originally developed by Andrew Tridgell. Samba provides file and print services for various Microsoft Windows clients and can integrate with a Microsoft Windows Server domain, either as a Domain Controller or as a domain member.
Spring frame work by rohit malav(detailed)Rohit malav
Spring Framework The Spring Framework is an application framework and inversion of control container for the Java platform. The framework's core features can be used by any Java application, but there are extensions for building web applications on top of the Java EE platform detailed in ppt.
The document provides an overview of the Spring framework, including its history, key features, architecture and files used in Spring projects. It discusses how Spring is a lightweight Java application development framework that reduces code and speeds up development. The core features of Spring include inversion of control (IOC) container and aspect-oriented programming (AOP) support. The Spring architecture is made of modular layers including web, data access, ORM and AOP. It also outlines the typical steps for creating a Spring MVC project in Eclipse, including configuring the application context XML, dispatcher servlet XML and web XML files.
Samba server linux (SMB) BY ROHIT MALAVRohit malav
Samba is a free software re-implementation of the SMB networking protocol, and was originally developed by Andrew Tridgell. Samba provides file and print services for various Microsoft Windows clients and can integrate with a Microsoft Windows Server domain, either as a Domain Controller or as a domain member.
The Payroll Management System deals with the financial aspects of employee's salary, allowances, deductions, gross pay, net pay etc. and generation of pay-slips for a specific period. The outstanding benefit of Payroll Management System is its easy implementation.
Payroll system ppt2 (rohit malav) version point 2Rohit malav
The Payroll Management System deals with the financial aspects of employee's salary, allowances, deductions, gross pay, net pay etc. and generation of pay-slips for a specific period. The outstanding benefit of Payroll Management System is its easy implementation.
The document describes an online student management system implemented using C++ that allows storing student data in a text file database. The system provides different views of the data for users like students, faculty, proctors and administrators. It allows adding, editing and viewing student details like registration number, name, marks in subjects and proctor ID. The source code implements the various user interfaces and file handling for performing CRUD operations on the text file database according to the user type.
Digital Unlocked is an initiative by Google in collaboration with the Indian School of Business and Ministry of Electronics and Information Technology to promote digital awareness and to help small scale businesses and startups to go digital in India.[1][2] It was announced and launched by Google's CEO Sundar Pichai during his visit to India in January 2017.[3][4] Digital Unlocked is a training program for small and medium businesses in India. The programme is built across the different formats of online, offline and mobile. The Digital Unlocked's offline training is being conducted in partnership with Federation of Indian Chambers of Commerce & Industry and Indian School of Business.[5][6]
The training program allows the users to set their own goals and then recommends the courses which will help them achieve their own set goals. After completing the goals, or in-between, the users can also choose to complete and learn other courses which are of interest to them. The courses cover a wide range of topics from using the opportunities which the digital media and world have to offer to the advanced tools which can help businesses in many ways. The training program also offer a Certification to those who complete all the courses and qualify in the final assessment.
Rohit android lab projects in suresh gyan viharRohit malav
Overview. 1.1. Labs v Projects. 1.2. Do As Many As You Can. 1.3. Local Lab Setup.
Getting Started.
Android Development.
Android Internals. 4.1. Project: Android OS Monitor. 4.2. Task: IGLearner.
Android Networking.
Build an Android ROM.
KeyLogger.
Malicious Apps.
The document provides code for a Snake game written in Java. It includes requirements for hardware and software, source code for the Snake.java file, and a brief conclusion acknowledging guidance from a professor. The code implements a Snake game with menus for new game, exit, help, and creator details. It uses threads to continuously move the snake forward according to arrow key input and checks for collisions with walls or its body segments.
The document describes an Android app created for Gyan Vihar University. The app aims to provide all important university links and features in one place to save users time. It uses a GridView layout to make the app more visually appealing. The app was created by Sanjeed Alam, a 5th semester student, and brings together key university resources through an interactive mobile interface.
Payroll Management System. The Payroll Management System deals with the financial aspects of employee's salary, allowances, deductions, gross pay, net pay etc. and generation of pay-slips for a specific period. The outstanding benefit of Payroll Management System is its easy implementation.
BLOOD BANK MENAGEMENT SYSTEM BY ROHIT MALAVRohit malav
Blood Donation
There is always a need for blood donors. Modern medical care, including surgery and medical treatment for many diseases, is not possible without the use of blood products. A shortage of blood products means that someone may not get prompt, adequate care.
Whole blood is collected from healthy donors who are required to meet strict criteria concerning:
Medical history
Physical health
REMOTE CONTRIL REGULATOR DLD 1ST PPT BY ROHIT MALAVRohit malav
The regulating unit is visible as a much smaller knob, compared to those of conventional resistors. You can change the resistance by rotating the knob. The idea behind a capacitor regulator remains the same, which is to adjust the voltage across the motor of the fan. ... Accordingly, the speed of the fan increases.
KRUSKAL ALGORITHM Dsa lab project 1ST BY ROHIT MALAVRohit malav
Kruskal's algorithm is a minimum-spanning-tree algorithm which finds an edge of the least possible weight that connects any two trees in the forest. It is a greedy algorithm in graph theory as it finds a minimum spanning tree for a connected weighted graph adding increasing cost arcs at each step.
NOTEPAD MAKING IN PAYTHON 2ND PART BY ROHIT MALAVRohit malav
import Tkinter
import ScrolledText # Because Tkinter textarea does not provide scrolling
# abilities, we use this additional library
root = Tkinter.Tk(className=" Just another Text Editor")
textPad = ScrolledText.ScrolledText(root, width=100, height=80)
textPad.pack()
root.mainloop()
NOTEPAD MAKING IN PAYTHON BY ROHIT MALAVRohit malav
We will stick to the basic functionalities expected of a simple text editor – which includes the ability to – write something on the notepad, save it and open and modify it whenever required. For the purpose of this tutorial we will design the GUI in Tkinter.
Additionally we will use another standard python module called ScrolledText because the text widget module of Tkinter does not support scrolling functionality.
Kruskal's algorithm is a minimum-spanning-tree algorithm which finds an edge of the least possible weight that connects any two trees in the forest. It is a greedy algorithm in graph theory as it finds a minimum spanning tree for a connected weighted graph adding increasing cost arcs at each step.
UNLOCKING HEALTHCARE 4.0: NAVIGATING CRITICAL SUCCESS FACTORS FOR EFFECTIVE I...amsjournal
The Fourth Industrial Revolution is transforming industries, including healthcare, by integrating digital,
physical, and biological technologies. This study examines the integration of 4.0 technologies into
healthcare, identifying success factors and challenges through interviews with 70 stakeholders from 33
countries. Healthcare is evolving significantly, with varied objectives across nations aiming to improve
population health. The study explores stakeholders' perceptions on critical success factors, identifying
challenges such as insufficiently trained personnel, organizational silos, and structural barriers to data
exchange. Facilitators for integration include cost reduction initiatives and interoperability policies.
Technologies like IoT, Big Data, AI, Machine Learning, and robotics enhance diagnostics, treatment
precision, and real-time monitoring, reducing errors and optimizing resource utilization. Automation
improves employee satisfaction and patient care, while Blockchain and telemedicine drive cost reductions.
Successful integration requires skilled professionals and supportive policies, promising efficient resource
use, lower error rates, and accelerated processes, leading to optimized global healthcare outcomes.
A project on spring framework by rohit malavRohit malav
The Spring Framework provides a comprehensive programming and configuration model for modern Java-based enterprise applications - on any kind of deployment platform.
A key element of Spring is infrastructural support at the application level: Spring focuses on the "plumbing" of enterprise applications so that teams can focus on application-level business logic, without unnecessary ties to specific deployment environments.
android text encryption Network security lab by rohit malavRohit malav
Open the Android Market app on your device and install the Secret Message app. Enter a secret key into the Secret Key box at the top of the app's screen, type the message you want to encrypt into the Message box, tap “Encrypt” and tap “Send via SMS” to send the encrypted message.
samba server setup Pts ppt (rohit malav)Rohit malav
Samba
Samba is a free software re-implementation of the SMB networking protocol, and was originally developed by Andrew Tridgell. Samba provides file and print services for various Microsoft Windows clients and can integrate with a Microsoft Windows Server domain, either as a Domain Controller or as a domain member.
Spring frame work by rohit malav(detailed)Rohit malav
Spring Framework The Spring Framework is an application framework and inversion of control container for the Java platform. The framework's core features can be used by any Java application, but there are extensions for building web applications on top of the Java EE platform detailed in ppt.
The document provides an overview of the Spring framework, including its history, key features, architecture and files used in Spring projects. It discusses how Spring is a lightweight Java application development framework that reduces code and speeds up development. The core features of Spring include inversion of control (IOC) container and aspect-oriented programming (AOP) support. The Spring architecture is made of modular layers including web, data access, ORM and AOP. It also outlines the typical steps for creating a Spring MVC project in Eclipse, including configuring the application context XML, dispatcher servlet XML and web XML files.
Samba server linux (SMB) BY ROHIT MALAVRohit malav
Samba is a free software re-implementation of the SMB networking protocol, and was originally developed by Andrew Tridgell. Samba provides file and print services for various Microsoft Windows clients and can integrate with a Microsoft Windows Server domain, either as a Domain Controller or as a domain member.
The Payroll Management System deals with the financial aspects of employee's salary, allowances, deductions, gross pay, net pay etc. and generation of pay-slips for a specific period. The outstanding benefit of Payroll Management System is its easy implementation.
Payroll system ppt2 (rohit malav) version point 2Rohit malav
The Payroll Management System deals with the financial aspects of employee's salary, allowances, deductions, gross pay, net pay etc. and generation of pay-slips for a specific period. The outstanding benefit of Payroll Management System is its easy implementation.
The document describes an online student management system implemented using C++ that allows storing student data in a text file database. The system provides different views of the data for users like students, faculty, proctors and administrators. It allows adding, editing and viewing student details like registration number, name, marks in subjects and proctor ID. The source code implements the various user interfaces and file handling for performing CRUD operations on the text file database according to the user type.
Digital Unlocked is an initiative by Google in collaboration with the Indian School of Business and Ministry of Electronics and Information Technology to promote digital awareness and to help small scale businesses and startups to go digital in India.[1][2] It was announced and launched by Google's CEO Sundar Pichai during his visit to India in January 2017.[3][4] Digital Unlocked is a training program for small and medium businesses in India. The programme is built across the different formats of online, offline and mobile. The Digital Unlocked's offline training is being conducted in partnership with Federation of Indian Chambers of Commerce & Industry and Indian School of Business.[5][6]
The training program allows the users to set their own goals and then recommends the courses which will help them achieve their own set goals. After completing the goals, or in-between, the users can also choose to complete and learn other courses which are of interest to them. The courses cover a wide range of topics from using the opportunities which the digital media and world have to offer to the advanced tools which can help businesses in many ways. The training program also offer a Certification to those who complete all the courses and qualify in the final assessment.
Rohit android lab projects in suresh gyan viharRohit malav
Overview. 1.1. Labs v Projects. 1.2. Do As Many As You Can. 1.3. Local Lab Setup.
Getting Started.
Android Development.
Android Internals. 4.1. Project: Android OS Monitor. 4.2. Task: IGLearner.
Android Networking.
Build an Android ROM.
KeyLogger.
Malicious Apps.
The document provides code for a Snake game written in Java. It includes requirements for hardware and software, source code for the Snake.java file, and a brief conclusion acknowledging guidance from a professor. The code implements a Snake game with menus for new game, exit, help, and creator details. It uses threads to continuously move the snake forward according to arrow key input and checks for collisions with walls or its body segments.
The document describes an Android app created for Gyan Vihar University. The app aims to provide all important university links and features in one place to save users time. It uses a GridView layout to make the app more visually appealing. The app was created by Sanjeed Alam, a 5th semester student, and brings together key university resources through an interactive mobile interface.
Payroll Management System. The Payroll Management System deals with the financial aspects of employee's salary, allowances, deductions, gross pay, net pay etc. and generation of pay-slips for a specific period. The outstanding benefit of Payroll Management System is its easy implementation.
BLOOD BANK MENAGEMENT SYSTEM BY ROHIT MALAVRohit malav
Blood Donation
There is always a need for blood donors. Modern medical care, including surgery and medical treatment for many diseases, is not possible without the use of blood products. A shortage of blood products means that someone may not get prompt, adequate care.
Whole blood is collected from healthy donors who are required to meet strict criteria concerning:
Medical history
Physical health
REMOTE CONTRIL REGULATOR DLD 1ST PPT BY ROHIT MALAVRohit malav
The regulating unit is visible as a much smaller knob, compared to those of conventional resistors. You can change the resistance by rotating the knob. The idea behind a capacitor regulator remains the same, which is to adjust the voltage across the motor of the fan. ... Accordingly, the speed of the fan increases.
KRUSKAL ALGORITHM Dsa lab project 1ST BY ROHIT MALAVRohit malav
Kruskal's algorithm is a minimum-spanning-tree algorithm which finds an edge of the least possible weight that connects any two trees in the forest. It is a greedy algorithm in graph theory as it finds a minimum spanning tree for a connected weighted graph adding increasing cost arcs at each step.
NOTEPAD MAKING IN PAYTHON 2ND PART BY ROHIT MALAVRohit malav
import Tkinter
import ScrolledText # Because Tkinter textarea does not provide scrolling
# abilities, we use this additional library
root = Tkinter.Tk(className=" Just another Text Editor")
textPad = ScrolledText.ScrolledText(root, width=100, height=80)
textPad.pack()
root.mainloop()
NOTEPAD MAKING IN PAYTHON BY ROHIT MALAVRohit malav
We will stick to the basic functionalities expected of a simple text editor – which includes the ability to – write something on the notepad, save it and open and modify it whenever required. For the purpose of this tutorial we will design the GUI in Tkinter.
Additionally we will use another standard python module called ScrolledText because the text widget module of Tkinter does not support scrolling functionality.
Kruskal's algorithm is a minimum-spanning-tree algorithm which finds an edge of the least possible weight that connects any two trees in the forest. It is a greedy algorithm in graph theory as it finds a minimum spanning tree for a connected weighted graph adding increasing cost arcs at each step.
UNLOCKING HEALTHCARE 4.0: NAVIGATING CRITICAL SUCCESS FACTORS FOR EFFECTIVE I...amsjournal
The Fourth Industrial Revolution is transforming industries, including healthcare, by integrating digital,
physical, and biological technologies. This study examines the integration of 4.0 technologies into
healthcare, identifying success factors and challenges through interviews with 70 stakeholders from 33
countries. Healthcare is evolving significantly, with varied objectives across nations aiming to improve
population health. The study explores stakeholders' perceptions on critical success factors, identifying
challenges such as insufficiently trained personnel, organizational silos, and structural barriers to data
exchange. Facilitators for integration include cost reduction initiatives and interoperability policies.
Technologies like IoT, Big Data, AI, Machine Learning, and robotics enhance diagnostics, treatment
precision, and real-time monitoring, reducing errors and optimizing resource utilization. Automation
improves employee satisfaction and patient care, while Blockchain and telemedicine drive cost reductions.
Successful integration requires skilled professionals and supportive policies, promising efficient resource
use, lower error rates, and accelerated processes, leading to optimized global healthcare outcomes.
Introduction- e - waste – definition - sources of e-waste– hazardous substances in e-waste - effects of e-waste on environment and human health- need for e-waste management– e-waste handling rules - waste minimization techniques for managing e-waste – recycling of e-waste - disposal treatment methods of e- waste – mechanism of extraction of precious metal from leaching solution-global Scenario of E-waste – E-waste in India- case studies.
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELgerogepatton
As digital technology becomes more deeply embedded in power systems, protecting the communication
networks of Smart Grids (SG) has emerged as a critical concern. Distributed Network Protocol 3 (DNP3)
represents a multi-tiered application layer protocol extensively utilized in Supervisory Control and Data
Acquisition (SCADA)-based smart grids to facilitate real-time data gathering and control functionalities.
Robust Intrusion Detection Systems (IDS) are necessary for early threat detection and mitigation because
of the interconnection of these networks, which makes them vulnerable to a variety of cyberattacks. To
solve this issue, this paper develops a hybrid Deep Learning (DL) model specifically designed for intrusion
detection in smart grids. The proposed approach is a combination of the Convolutional Neural Network
(CNN) and the Long-Short-Term Memory algorithms (LSTM). We employed a recent intrusion detection
dataset (DNP3), which focuses on unauthorized commands and Denial of Service (DoS) cyberattacks, to
train and test our model. The results of our experiments show that our CNN-LSTM method is much better
at finding smart grid intrusions than other deep learning algorithms used for classification. In addition,
our proposed approach improves accuracy, precision, recall, and F1 score, achieving a high detection
accuracy rate of 99.50%.
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...IJECEIAES
Medical image analysis has witnessed significant advancements with deep learning techniques. In the domain of brain tumor segmentation, the ability to
precisely delineate tumor boundaries from magnetic resonance imaging (MRI)
scans holds profound implications for diagnosis. This study presents an ensemble convolutional neural network (CNN) with transfer learning, integrating
the state-of-the-art Deeplabv3+ architecture with the ResNet18 backbone. The
model is rigorously trained and evaluated, exhibiting remarkable performance
metrics, including an impressive global accuracy of 99.286%, a high-class accuracy of 82.191%, a mean intersection over union (IoU) of 79.900%, a weighted
IoU of 98.620%, and a Boundary F1 (BF) score of 83.303%. Notably, a detailed comparative analysis with existing methods showcases the superiority of
our proposed model. These findings underscore the model’s competence in precise brain tumor localization, underscoring its potential to revolutionize medical
image analysis and enhance healthcare outcomes. This research paves the way
for future exploration and optimization of advanced CNN models in medical
imaging, emphasizing addressing false positives and resource efficiency.
International Conference on NLP, Artificial Intelligence, Machine Learning an...gerogepatton
International Conference on NLP, Artificial Intelligence, Machine Learning and Applications (NLAIM 2024) offers a premier global platform for exchanging insights and findings in the theory, methodology, and applications of NLP, Artificial Intelligence, Machine Learning, and their applications. The conference seeks substantial contributions across all key domains of NLP, Artificial Intelligence, Machine Learning, and their practical applications, aiming to foster both theoretical advancements and real-world implementations. With a focus on facilitating collaboration between researchers and practitioners from academia and industry, the conference serves as a nexus for sharing the latest developments in the field.
Comparative analysis between traditional aquaponics and reconstructed aquapon...bijceesjournal
The aquaponic system of planting is a method that does not require soil usage. It is a method that only needs water, fish, lava rocks (a substitute for soil), and plants. Aquaponic systems are sustainable and environmentally friendly. Its use not only helps to plant in small spaces but also helps reduce artificial chemical use and minimizes excess water use, as aquaponics consumes 90% less water than soil-based gardening. The study applied a descriptive and experimental design to assess and compare conventional and reconstructed aquaponic methods for reproducing tomatoes. The researchers created an observation checklist to determine the significant factors of the study. The study aims to determine the significant difference between traditional aquaponics and reconstructed aquaponics systems propagating tomatoes in terms of height, weight, girth, and number of fruits. The reconstructed aquaponics system’s higher growth yield results in a much more nourished crop than the traditional aquaponics system. It is superior in its number of fruits, height, weight, and girth measurement. Moreover, the reconstructed aquaponics system is proven to eliminate all the hindrances present in the traditional aquaponics system, which are overcrowding of fish, algae growth, pest problems, contaminated water, and dead fish.
Understanding Inductive Bias in Machine LearningSUTEJAS
This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
The presentation also covers the positive and negative aspects of inductive bias, along with strategies for mitigating potential drawbacks. We'll explore examples of how bias manifests in algorithms like neural networks and decision trees.
By understanding inductive bias, you can gain valuable insights into how machine learning models work and make informed decisions when building and deploying them.
Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024Sinan KOZAK
Sinan from the Delivery Hero mobile infrastructure engineering team shares a deep dive into performance acceleration with Gradle build cache optimizations. Sinan shares their journey into solving complex build-cache problems that affect Gradle builds. By understanding the challenges and solutions found in our journey, we aim to demonstrate the possibilities for faster builds. The case study reveals how overlapping outputs and cache misconfigurations led to significant increases in build times, especially as the project scaled up with numerous modules using Paparazzi tests. The journey from diagnosing to defeating cache issues offers invaluable lessons on maintaining cache integrity without sacrificing functionality.
Literature Review Basics and Understanding Reference Management.pptxDr Ramhari Poudyal
Three-day training on academic research focuses on analytical tools at United Technical College, supported by the University Grant Commission, Nepal. 24-26 May 2024