Introduction to Machine Learning Unit-3 for II MECHC Sai Kiran
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive function. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms for those who already suffer from conditions like depression and anxiety.
Introduction to Machine Learning Unit-2 Notes for II-II Mechanical EngineeringC Sai Kiran
Introduction to Machine Learning Unit-2 Notes for the following Syllabus:
Supervised Learning: Definition, Basic concepts, applications-simple linear regression, multi-variate linear regression, logistic regression, Naïve-Bayes Classifier, KNN classifier-Simple Examples.
CVR MLAME FDP - Day-6 AN Session - Artificial Neural NetworksC Sai Kiran
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive function. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms for those who already suffer from conditions like anxiety and depression.
CVR MLAME FDP - Day-5 AN Session: Ensemble Learning Techniques.pdfC Sai Kiran
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
CVR MLAME FDP - Day-4 FN Session: Unsupervised Learning.pdfC Sai Kiran
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise boosts blood flow and levels of neurotransmitters and endorphins which elevate and stabilize mood.
Introduction to Machine Learning Unit-3 for II MECHC Sai Kiran
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive function. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms for those who already suffer from conditions like depression and anxiety.
Introduction to Machine Learning Unit-2 Notes for II-II Mechanical EngineeringC Sai Kiran
Introduction to Machine Learning Unit-2 Notes for the following Syllabus:
Supervised Learning: Definition, Basic concepts, applications-simple linear regression, multi-variate linear regression, logistic regression, Naïve-Bayes Classifier, KNN classifier-Simple Examples.
CVR MLAME FDP - Day-6 AN Session - Artificial Neural NetworksC Sai Kiran
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive function. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms for those who already suffer from conditions like anxiety and depression.
CVR MLAME FDP - Day-5 AN Session: Ensemble Learning Techniques.pdfC Sai Kiran
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
CVR MLAME FDP - Day-4 FN Session: Unsupervised Learning.pdfC Sai Kiran
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise boosts blood flow and levels of neurotransmitters and endorphins which elevate and stabilize mood.
CVR MLAME FDP - Day-3 FN Session - Supervised LearningC Sai Kiran
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise boosts blood flow and levels of neurotransmitters and endorphins which elevate and stabilize mood.
CVR MLAME FDP - Day-2 FN Session - EXPLORATORY DATA ANALYSIS (EDA)C Sai Kiran
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
CVR MLAME FDP - Day-1 FN Session: Introduction to Machine LearningC Sai Kiran
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
Development of Hybrid Optimum Model to Determine the Brake UncertaintiesC Sai Kiran
This document discusses the development of a hybrid optimization model to determine brake uncertainties. It proposes using both a probability and interval approach to account for uncertainties in brake design parameters. A structural analysis is performed on the brake disc model to determine stress. Thermal analysis is also conducted to find maximum temperature. Optimization is then carried out using MATLAB to minimize stress and temperature subject to design constraints. The optimal solutions from MATLAB and ANSYS are found to agree closely, validating the hybrid optimization model's ability to account for uncertainties in brake parameters and provide a robust optimal design.
Surface roughness and topography of EDM machining of Inconel 718.pdfC Sai Kiran
This document summarizes a study on the surface roughness and topography resulting from electric discharge machining (EDM) of Inconel 718 alloy. The researchers varied parameters like pulse on-time, pulse off-time, and servo voltage using Taguchi design of experiments. Surface roughness was measured as the output response. Signal-to-noise ratio analysis identified pulse on-time of 120 seconds, pulse off-time of 30 seconds, and servo voltage of 10V as providing the best surface roughness. Analysis of variance found that servo voltage had the greatest influence on surface roughness at 53.17%, followed by pulse off-time at 35.73% and pulse on-time at 11.07%. Interaction plots confirmed
Session-8 Static Structural Analysis of Spur gear using ANSYS Workbench.pdfC Sai Kiran
YouTube Video of Static Structural YouTube Video of Analysis of Spur gear using ANSYS Workbench: https://youtu.be/aHAu18FQT_0
3D Model Link to download: https://drive.google.com/file/d/1sC5BAFQ0mb6ao8yj5o3hpr48f1bx2T7Y/view?usp=sharing
Engineering drawing ppt as per JNTUH SyllabusC Sai Kiran
The document discusses the history and development of chocolate over centuries. It details how cocoa beans were first used as currency by the Maya and Aztecs before being introduced to Europe in the 16th century. The document then explains how chocolate became popularized as a drink in Europe in the 17th century and how its production and consumption expanded globally over subsequent centuries.
CAM and Design Manufacturing for Mechanical Engineers with Autodesk Fusion 36...C Sai Kiran
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
AICTE - NITTT - Module 2 - Professional Ethics & Sustainability for AICTE Fac...C Sai Kiran
The document discusses the history of chocolate production in Europe and the Americas. It details how chocolate was first cultivated and used by Mesoamerican cultures before being introduced to Europe in the 16th century. Cacao beans then became a popular commodity traded between European colonial powers and their colonies in places like West Africa, the Caribbean, and South America. Chocolate production eventually spread across the globe and became a multi-billion dollar industry.
Data Analytics for Lean Six Sigma Questions and AnswersC Sai Kiran
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
COURSERA Control of Mobile Robots QUESTIONS AND ANSWERC Sai Kiran
The document discusses the benefits of meditation for reducing stress and anxiety. Regular meditation practice can help calm the mind and body by lowering heart rate and blood pressure. Studies have shown that meditating for just 10-20 minutes per day can have significant positive impacts on both mental and physical health over time.
COURSERA Introduction Digital Manufacturing Fusion 360 QUESTIONS AND ANSWERSC Sai Kiran
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive function. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
COURSERA 3D Printing Revolution QUESTIONS AND ANSWERSC Sai Kiran
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help boost feelings of calmness, happiness and focus.
CVR MLAME FDP - Day-3 FN Session - Supervised LearningC Sai Kiran
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise boosts blood flow and levels of neurotransmitters and endorphins which elevate and stabilize mood.
CVR MLAME FDP - Day-2 FN Session - EXPLORATORY DATA ANALYSIS (EDA)C Sai Kiran
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
CVR MLAME FDP - Day-1 FN Session: Introduction to Machine LearningC Sai Kiran
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
Development of Hybrid Optimum Model to Determine the Brake UncertaintiesC Sai Kiran
This document discusses the development of a hybrid optimization model to determine brake uncertainties. It proposes using both a probability and interval approach to account for uncertainties in brake design parameters. A structural analysis is performed on the brake disc model to determine stress. Thermal analysis is also conducted to find maximum temperature. Optimization is then carried out using MATLAB to minimize stress and temperature subject to design constraints. The optimal solutions from MATLAB and ANSYS are found to agree closely, validating the hybrid optimization model's ability to account for uncertainties in brake parameters and provide a robust optimal design.
Surface roughness and topography of EDM machining of Inconel 718.pdfC Sai Kiran
This document summarizes a study on the surface roughness and topography resulting from electric discharge machining (EDM) of Inconel 718 alloy. The researchers varied parameters like pulse on-time, pulse off-time, and servo voltage using Taguchi design of experiments. Surface roughness was measured as the output response. Signal-to-noise ratio analysis identified pulse on-time of 120 seconds, pulse off-time of 30 seconds, and servo voltage of 10V as providing the best surface roughness. Analysis of variance found that servo voltage had the greatest influence on surface roughness at 53.17%, followed by pulse off-time at 35.73% and pulse on-time at 11.07%. Interaction plots confirmed
Session-8 Static Structural Analysis of Spur gear using ANSYS Workbench.pdfC Sai Kiran
YouTube Video of Static Structural YouTube Video of Analysis of Spur gear using ANSYS Workbench: https://youtu.be/aHAu18FQT_0
3D Model Link to download: https://drive.google.com/file/d/1sC5BAFQ0mb6ao8yj5o3hpr48f1bx2T7Y/view?usp=sharing
Engineering drawing ppt as per JNTUH SyllabusC Sai Kiran
The document discusses the history and development of chocolate over centuries. It details how cocoa beans were first used as currency by the Maya and Aztecs before being introduced to Europe in the 16th century. The document then explains how chocolate became popularized as a drink in Europe in the 17th century and how its production and consumption expanded globally over subsequent centuries.
CAM and Design Manufacturing for Mechanical Engineers with Autodesk Fusion 36...C Sai Kiran
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
AICTE - NITTT - Module 2 - Professional Ethics & Sustainability for AICTE Fac...C Sai Kiran
The document discusses the history of chocolate production in Europe and the Americas. It details how chocolate was first cultivated and used by Mesoamerican cultures before being introduced to Europe in the 16th century. Cacao beans then became a popular commodity traded between European colonial powers and their colonies in places like West Africa, the Caribbean, and South America. Chocolate production eventually spread across the globe and became a multi-billion dollar industry.
Data Analytics for Lean Six Sigma Questions and AnswersC Sai Kiran
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
COURSERA Control of Mobile Robots QUESTIONS AND ANSWERC Sai Kiran
The document discusses the benefits of meditation for reducing stress and anxiety. Regular meditation practice can help calm the mind and body by lowering heart rate and blood pressure. Studies have shown that meditating for just 10-20 minutes per day can have significant positive impacts on both mental and physical health over time.
COURSERA Introduction Digital Manufacturing Fusion 360 QUESTIONS AND ANSWERSC Sai Kiran
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive function. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
COURSERA 3D Printing Revolution QUESTIONS AND ANSWERSC Sai Kiran
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help boost feelings of calmness, happiness and focus.
Gas agency management system project report.pdfKamal Acharya
The project entitled "Gas Agency" is done to make the manual process easier by making it a computerized system for billing and maintaining stock. The Gas Agencies get the order request through phone calls or by personal from their customers and deliver the gas cylinders to their address based on their demand and previous delivery date. This process is made computerized and the customer's name, address and stock details are stored in a database. Based on this the billing for a customer is made simple and easier, since a customer order for gas can be accepted only after completing a certain period from the previous delivery. This can be calculated and billed easily through this. There are two types of delivery like domestic purpose use delivery and commercial purpose use delivery. The bill rate and capacity differs for both. This can be easily maintained and charged accordingly.
Mechatronics is a multidisciplinary field that refers to the skill sets needed in the contemporary, advanced automated manufacturing industry. At the intersection of mechanics, electronics, and computing, mechatronics specialists create simpler, smarter systems. Mechatronics is an essential foundation for the expected growth in automation and manufacturing.
Mechatronics deals with robotics, control systems, and electro-mechanical systems.
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.
Generative AI Use cases applications solutions and implementation.pdfmahaffeycheryld
Generative AI solutions encompass a range of capabilities from content creation to complex problem-solving across industries. Implementing generative AI involves identifying specific business needs, developing tailored AI models using techniques like GANs and VAEs, and integrating these models into existing workflows. Data quality and continuous model refinement are crucial for effective implementation. Businesses must also consider ethical implications and ensure transparency in AI decision-making. Generative AI's implementation aims to enhance efficiency, creativity, and innovation by leveraging autonomous generation and sophisticated learning algorithms to meet diverse business challenges.
https://www.leewayhertz.com/generative-ai-use-cases-and-applications/
Supermarket Management System Project Report.pdfKamal Acharya
Supermarket management is a stand-alone J2EE using Eclipse Juno program.
This project contains all the necessary required information about maintaining
the supermarket billing system.
The core idea of this project to minimize the paper work and centralize the
data. Here all the communication is taken in secure manner. That is, in this
application the information will be stored in client itself. For further security the
data base is stored in the back-end oracle and so no intruders can access it.