1) The document discusses new technologies in the international banking industry and prospects for Bangladesh's banking industry. It analyzes how digital banking compares to previous conventional banking, and whether Bangladeshi banking is keeping up with modern technologies.
2) Three hypotheses are tested: whether digital banking is more effective; if Bangladeshi banking aligns with new technologies; and if new technologies will benefit Bangladeshi banking. Surveys were conducted and statistical models were used to analyze the data.
3) The findings suggest people prefer digital banking for its convenience over conventional banking. Participants felt Bangladesh is lagging internationally in technology adoption. They believed new technologies like blockchain and AI could improve customer experience in Bangladeshi banking.
This document outlines the syllabus for the second year of the B.Tech/B.E program in Information Technology at West Bengal University of Technology.
The first semester includes courses in mathematics, circuit theory and networks, numerical methods and programming, electronic system design, digital electronics and logic design, and data structures and algorithms. It also includes corresponding labs for several of these courses.
The second semester includes additional courses in mathematics, analysis and design of information systems, computer organization and architecture, principles of communication engineering, and control systems. It also includes labs related to some of these courses, as well as a technical report writing sessional.
The document provides details on the topics, lecture hours and credits for each
The banking sector has incorporated emerging changes to meet customer requirements and enhance growth. Merger and acquisitions are one of the major changes in the banking industry. Mergers and acquisitions have created scope for the adoption of disruptive inventions in banking technology. The adoption of financial technology (FinTech) over recent years has changed the landscape of Indian public sector banks. These disruptive innovations improve the performance, efficiency, and quality of services of public sector banks. Technological innovation in banking has increased the competency level of public sector banks. Customers are interested to adopt these disruptive inventions because the electronic mode is having more scope and is convenient for them. This study identifies the financial progress and inventions in the banking sector. The study aims to know the changes brought by disruptive technologies on the services of public sector banks.
This document outlines guidelines for a study project on digital technology trends for students in the Master of Computer Application program at Gujarat Technological University. It provides instructions for conducting the project in groups of 2-4 students. Students must submit a handwritten list of answers to questions covering various digital technology topics. They must also submit a study report of 30-40 pages on a topic selected from one of two groups: digital business or internet of things. The report will be evaluated by an external examiner and students will also undergo a viva voce evaluation.
Bitcoin price prediction using various machine learning techniquesrishabhsingh7358
Bitcoin, the pioneering cryptocurrency, has garnered immense attention for its volatile price movements and disruptive potential. Its price is influenced by various factors, including market demand, investor sentiment, regulatory developments, and technological advancements. Predicting Bitcoin's price is challenging due to its decentralized nature and susceptibility to market speculation. However, analysts often utilize technical analysis, fundamental indicators, and macroeconomic trends to forecast potential price movements. While some anticipate continued growth driven by increasing institutional adoption and limited supply, others warn of potential corrections amid regulatory uncertainties and market fluctuations. In essence, Bitcoin's price prediction remains a subject of debate and speculation within the financial community.
The document discusses Canon's business in Saudi Arabia. It provides an overview of key sectors to focus on, including education, health, banking, construction and IT. Charts show projections for revenue and growth in black and white and color printing from 2007-2012. It also outlines plans to develop professional printing solutions and reposition the company, as well as analyzing strengths, weaknesses and skills needed.
A Survey Paper on Leakage Power and Delay in CMOS Circuitsijtsrd
Power consumption is one of the top issues of VLSI circuit design, for which CMOS is the primary technology. Today’s focus on low power is not only because of the recent growing demands of mobile applications. Even before the mobile era, power consumption has been a fundamental problem. To solve the power dissipation problem, many researchers have proposed different ideas from the device level to the architectural level and above. However, there is no universal way to avoid tradeoffs between power, delay and area and thus, designers are required to choose appropriate techniques that satisfy application and product needs. In this paper we study different author’s paper to relate to this problem and try to find out the best solution for future work. Vidhyasagar Chaudhary | Dr. Neetesh Raghuwanshi "A Survey Paper on Leakage Power and Delay in CMOS Circuits" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-5 | Issue-4 , June 2021, URL: https://www.ijtsrd.compapers/ijtsrd43615.pdf Paper URL: https://www.ijtsrd.comengineering/electronics-and-communication-engineering/43615/a-survey-paper-on-leakage-power-and-delay-in-cmos-circuits/vidhyasagar-chaudhary
Embedded system for traffic light controlMadhu Prasad
This document describes an embedded systems project for traffic light control. It presents the background and motivation for optimizing traffic light control using wireless sensors. The proposed system uses an ARM7 microcontroller programmed in embedded C to process real-time data from wireless sensors and control LED traffic lights accordingly. The goal is to study different traffic density situations and optimize traffic flow.
The document describes a thesis submitted by Hsu Kuan Chun Issac to the Hong Kong University of Science and Technology for a Master of Philosophy degree in Electrical and Electronic Engineering. The thesis proposes designing a 70 MHz CMOS band-pass sigma-delta analog-to-digital converter for wireless receivers. It describes implementing a second-order continuous-time band-pass sigma-delta modulator using transconductor-capacitor integrators for the loop filter. The design includes a latched comparator and TSPC D flip-flop as the quantizer. The performance of prototypes fabricated in 0.8um and 0.5um CMOS processes are evaluated.
This document outlines the syllabus for the second year of the B.Tech/B.E program in Information Technology at West Bengal University of Technology.
The first semester includes courses in mathematics, circuit theory and networks, numerical methods and programming, electronic system design, digital electronics and logic design, and data structures and algorithms. It also includes corresponding labs for several of these courses.
The second semester includes additional courses in mathematics, analysis and design of information systems, computer organization and architecture, principles of communication engineering, and control systems. It also includes labs related to some of these courses, as well as a technical report writing sessional.
The document provides details on the topics, lecture hours and credits for each
The banking sector has incorporated emerging changes to meet customer requirements and enhance growth. Merger and acquisitions are one of the major changes in the banking industry. Mergers and acquisitions have created scope for the adoption of disruptive inventions in banking technology. The adoption of financial technology (FinTech) over recent years has changed the landscape of Indian public sector banks. These disruptive innovations improve the performance, efficiency, and quality of services of public sector banks. Technological innovation in banking has increased the competency level of public sector banks. Customers are interested to adopt these disruptive inventions because the electronic mode is having more scope and is convenient for them. This study identifies the financial progress and inventions in the banking sector. The study aims to know the changes brought by disruptive technologies on the services of public sector banks.
This document outlines guidelines for a study project on digital technology trends for students in the Master of Computer Application program at Gujarat Technological University. It provides instructions for conducting the project in groups of 2-4 students. Students must submit a handwritten list of answers to questions covering various digital technology topics. They must also submit a study report of 30-40 pages on a topic selected from one of two groups: digital business or internet of things. The report will be evaluated by an external examiner and students will also undergo a viva voce evaluation.
Bitcoin price prediction using various machine learning techniquesrishabhsingh7358
Bitcoin, the pioneering cryptocurrency, has garnered immense attention for its volatile price movements and disruptive potential. Its price is influenced by various factors, including market demand, investor sentiment, regulatory developments, and technological advancements. Predicting Bitcoin's price is challenging due to its decentralized nature and susceptibility to market speculation. However, analysts often utilize technical analysis, fundamental indicators, and macroeconomic trends to forecast potential price movements. While some anticipate continued growth driven by increasing institutional adoption and limited supply, others warn of potential corrections amid regulatory uncertainties and market fluctuations. In essence, Bitcoin's price prediction remains a subject of debate and speculation within the financial community.
The document discusses Canon's business in Saudi Arabia. It provides an overview of key sectors to focus on, including education, health, banking, construction and IT. Charts show projections for revenue and growth in black and white and color printing from 2007-2012. It also outlines plans to develop professional printing solutions and reposition the company, as well as analyzing strengths, weaknesses and skills needed.
A Survey Paper on Leakage Power and Delay in CMOS Circuitsijtsrd
Power consumption is one of the top issues of VLSI circuit design, for which CMOS is the primary technology. Today’s focus on low power is not only because of the recent growing demands of mobile applications. Even before the mobile era, power consumption has been a fundamental problem. To solve the power dissipation problem, many researchers have proposed different ideas from the device level to the architectural level and above. However, there is no universal way to avoid tradeoffs between power, delay and area and thus, designers are required to choose appropriate techniques that satisfy application and product needs. In this paper we study different author’s paper to relate to this problem and try to find out the best solution for future work. Vidhyasagar Chaudhary | Dr. Neetesh Raghuwanshi "A Survey Paper on Leakage Power and Delay in CMOS Circuits" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-5 | Issue-4 , June 2021, URL: https://www.ijtsrd.compapers/ijtsrd43615.pdf Paper URL: https://www.ijtsrd.comengineering/electronics-and-communication-engineering/43615/a-survey-paper-on-leakage-power-and-delay-in-cmos-circuits/vidhyasagar-chaudhary
Embedded system for traffic light controlMadhu Prasad
This document describes an embedded systems project for traffic light control. It presents the background and motivation for optimizing traffic light control using wireless sensors. The proposed system uses an ARM7 microcontroller programmed in embedded C to process real-time data from wireless sensors and control LED traffic lights accordingly. The goal is to study different traffic density situations and optimize traffic flow.
The document describes a thesis submitted by Hsu Kuan Chun Issac to the Hong Kong University of Science and Technology for a Master of Philosophy degree in Electrical and Electronic Engineering. The thesis proposes designing a 70 MHz CMOS band-pass sigma-delta analog-to-digital converter for wireless receivers. It describes implementing a second-order continuous-time band-pass sigma-delta modulator using transconductor-capacitor integrators for the loop filter. The design includes a latched comparator and TSPC D flip-flop as the quantizer. The performance of prototypes fabricated in 0.8um and 0.5um CMOS processes are evaluated.
This slide deck contains Six Sigma Green Belt ( Product Track ) project done at Motorola, India. Project resulted in successful award of Green Belt to me. Please feel free to shoot any product or process related queries.
This slide deck contains Green Belt ( Product Track ) project done at Motorola, India. Project resulted in successful award of Green Belt to me. Please feel free to shoot any product or process related queries.
IRJET - Smart Food Ordering System in HotelIRJET Journal
This document proposes a smart food ordering system for hotels that allows customers to order meals from an LCD display at their table using a keypad. The order would then be wirelessly transmitted via Bluetooth to a display in the kitchen. The system aims to improve efficiency and customer satisfaction by reducing wait times for ordering and expediting meal preparation and delivery.
The document discusses a 4-phase process digitalization approach for banks to drive efficiency, innovation and compliance through digital transformation. Phase 1 involves designing new customer-centric products and services independently of current processes. Phase 2 defines optimized target processes based on data and technology. Phase 3 plans the transformation from current to target states. Phase 4 implements changes through projects while managing organizational change. The approach aims to solve banks' conflicting needs for digitalization, cost cuts and regulation by addressing all areas in parallel through a consistent process orientation.
IRJET - A Review on Chatbot Design and Implementation TechniquesIRJET Journal
This document reviews techniques for designing and implementing chatbots. It discusses past works on chatbot design using techniques like neural machine translation and reinforcement learning. The document proposes developing a state-of-the-art chatbot using tools like DialogFlow, TensorFlow, Android Studio and Firebase, along with machine learning and deep learning techniques. It reviews papers on chatbot design and discusses their strengths, limitations, and potential for further improvement.
Role and impact of Information Technology on Indian BanksDrAbhinavSharma1
ROLE AND IMPACT OF INFORMATION TECHNOLOGY ON INDIAN BANKS IN THE ERA OF REFORMS : A COMPARATIVE STUDY OF SBI AND ICICI BANK.
THESIS TO BE SUBMITTED BY DR. ABHINAV SHARMA, A FAMOUS MOTIVATIONAL SPEAKER AND INTERNATIONAL WRITER. HIS VARIOUS BOOKS PUBLISHED IN HINDI AS WELL AS ENGLISH LANGUAGE.
A Review On Chatbot Design And Implementation TechniquesJoe Osborn
The document reviews techniques for designing and implementing chatbots. It proposes using DialogFlow, TensorFlow, Android Studio, and machine learning/deep learning techniques like neural machine translation and deep reinforcement learning to develop a customizable chatbot. The review analyzes past works on chatbots and neural machine translation techniques like sequence-to-sequence models with encoder-decoder architectures. The proposed chatbot aims to improve on previous approaches by jointly learning to align and translate inputs to maximize performance.
The document provides information about raster-scan and random scan displays. It explains that raster-scan displays sweep the electron beam across the screen row by row to display an image stored in a frame buffer. Each pixel can have multiple bits to represent color and intensity. Random scan displays do not sweep continuously but move the beam individually to each point as determined by the graphics information. Refresh rates of 60-80 frames per second are needed for raster-scan displays to avoid flicker.
Predicting Bank Customer Churn Using ClassificationVishva Abeyrathne
This document describes a study that used classification models to predict customer churn for a bank. The authors collected a dataset of 10,000 bank customers from Kaggle and preprocessed the data. They then explored relationships between features and the target variable of whether a customer churned. Two classification models were tested - KNN and Decision Tree. After hyperparameter tuning, Decision Tree achieved the best accuracy of 84.25%, outperforming KNN. However, both models struggled to accurately predict customers who would churn. The authors concluded Decision Tree was the best model but recommend collecting more data on churning customers.
This document describes a study that used classification models to predict customer churn for a bank. The authors collected a dataset of 10,000 bank customers with 14 features from Kaggle and preprocessed the data. They explored relationships between features and the target (churn) variable. Two classifiers were tested - KNN and decision tree. After hyperparameter tuning, the decision tree model achieved the best accuracy of 84.25%, outperforming KNN. However, both models predicted churn (class 1) less accurately than non-churn (class 0). The decision tree was selected as the best overall model despite its weakness in predicting churn.
This document discusses banking innovations through technology. It examines technological developments in the banking sector and how innovation factors impact banking sector performance. Some key points:
- Banking sectors have adopted technologies like internet banking, mobile banking, ATMs, etc. which have positively impacted customers and provided benefits like increased convenience.
- Technologies allow customized services at reduced costs but some products may not meet real customer demands.
- Innovations are driven by factors like connectivity, customer relationships, and business growth which help achieve global competitiveness.
- Emerging technologies impacting banking include mobile banking, AI, blockchain, cloud computing and biometric authentication.
ECE Projects for Final Year, Embedded Projects in Bangalore, Engineering Projects in Bangalore, Final Year Projects in Vijayanagar, ECE projects in Vijayanagar, Embedded Project institute in Vijaynagar
Area and Power Efficient Up-Down counter Design by Using Full Adder ModuleIJEEE
In this paper an area and power efficient 98T Up- Down counter design has been presented by using Pass transistor logic designing technique. The proposed Up-Down counter design consist of 53 NMOS and 45 PMOS. Four PTL full adder modules has been used to design this Up-Down counter which consumes less area and power at 120 nm as compared to CMOS, TG and GDI full adder designs. The proposed Up-Down counter design is based on this area and power efficient 10 transistors PTL full adder module. The proposed Up-Down counter has been designed and simulated using DSCH 3.1 and Microwind 3.1 on 120nm. For proposed design Power variation with respect to the supply voltage has been performed on BSIM-4 and LEVEL-3 using 120nm technology. Results show that Area of proposed PTL Up- Down counter design is 1288.4 µm2 on 120nm technology. At 1.2V input supply voltage the proposed Up-Down counter design consumes 111µW power at BSIM-4.
IRJET - A Detailed Review of Different Handwriting Recognition MethodsIRJET Journal
This document provides a detailed review of different methods for handwriting recognition, including incremental, semi-incremental, convolutional neural network, line and word segmentation, part-based, and slope and slant correction methods. It discusses the processes, benefits, and limitations of each approach. The document is intended as a review for researchers studying handwriting recognition techniques.
Here are the key advantages and disadvantages of arrays:
Advantages of arrays:
- Increased directivity - Arrays allow signals to be reinforced in desired directions while cancelled in others, providing improved directivity over a single antenna.
- Increased gain - The increased directivity of an array leads to higher gain compared to a single antenna. This allows for longer communication ranges.
- Beam steering - By adjusting the phase or time delay of signals to each antenna, the main transmission direction of an array can be steered electronically without moving physical elements.
Disadvantages of arrays:
- Increased complexity - Arrays require additional hardware for power distribution to each antenna element, as well as phase/time delay control circuitry
The document is a request for fully solved SMU MBA assignments from Spring 2014. It provides contact information for students to send their semester and specialization to obtain the assignments. It notes that sample assignments can be found in blog archives or by searching. The document then provides several MBA assignments related to software engineering, database management systems, computer networks, and other topics. Students are to answer the questions and provide explanations and examples.
This document discusses feature engineering and machine learning approaches for predicting customer behavior. It begins with an overview of feature engineering, including how it is used for image recognition, text mining, and generating new variables from existing data. The document then discusses challenges with artificial intelligence and machine learning models, particularly around explainability. It concludes that for smaller datasets, feature engineering can improve predictive performance more than complex machine learning models, while large datasets are better suited to machine learning approaches. Testing on a small travel acquisition dataset confirmed that traditional models with feature engineering outperformed neural networks.
This master's thesis investigates integrating predictive maintenance and digital twins. It presents a literature review on digital twins, maintenance approaches, predictive maintenance types, and how maintenance can be implemented digitally. The thesis analyzes the market for these concepts and develops two work packages - one focused on data-driven predictive maintenance and the other on physics-based digital twins for maintenance. It evaluates the costs and benefits of integrating predictive maintenance and digital twins and provides recommendations to the client.
This slide deck contains Six Sigma Green Belt ( Product Track ) project done at Motorola, India. Project resulted in successful award of Green Belt to me. Please feel free to shoot any product or process related queries.
This slide deck contains Green Belt ( Product Track ) project done at Motorola, India. Project resulted in successful award of Green Belt to me. Please feel free to shoot any product or process related queries.
IRJET - Smart Food Ordering System in HotelIRJET Journal
This document proposes a smart food ordering system for hotels that allows customers to order meals from an LCD display at their table using a keypad. The order would then be wirelessly transmitted via Bluetooth to a display in the kitchen. The system aims to improve efficiency and customer satisfaction by reducing wait times for ordering and expediting meal preparation and delivery.
The document discusses a 4-phase process digitalization approach for banks to drive efficiency, innovation and compliance through digital transformation. Phase 1 involves designing new customer-centric products and services independently of current processes. Phase 2 defines optimized target processes based on data and technology. Phase 3 plans the transformation from current to target states. Phase 4 implements changes through projects while managing organizational change. The approach aims to solve banks' conflicting needs for digitalization, cost cuts and regulation by addressing all areas in parallel through a consistent process orientation.
IRJET - A Review on Chatbot Design and Implementation TechniquesIRJET Journal
This document reviews techniques for designing and implementing chatbots. It discusses past works on chatbot design using techniques like neural machine translation and reinforcement learning. The document proposes developing a state-of-the-art chatbot using tools like DialogFlow, TensorFlow, Android Studio and Firebase, along with machine learning and deep learning techniques. It reviews papers on chatbot design and discusses their strengths, limitations, and potential for further improvement.
Role and impact of Information Technology on Indian BanksDrAbhinavSharma1
ROLE AND IMPACT OF INFORMATION TECHNOLOGY ON INDIAN BANKS IN THE ERA OF REFORMS : A COMPARATIVE STUDY OF SBI AND ICICI BANK.
THESIS TO BE SUBMITTED BY DR. ABHINAV SHARMA, A FAMOUS MOTIVATIONAL SPEAKER AND INTERNATIONAL WRITER. HIS VARIOUS BOOKS PUBLISHED IN HINDI AS WELL AS ENGLISH LANGUAGE.
A Review On Chatbot Design And Implementation TechniquesJoe Osborn
The document reviews techniques for designing and implementing chatbots. It proposes using DialogFlow, TensorFlow, Android Studio, and machine learning/deep learning techniques like neural machine translation and deep reinforcement learning to develop a customizable chatbot. The review analyzes past works on chatbots and neural machine translation techniques like sequence-to-sequence models with encoder-decoder architectures. The proposed chatbot aims to improve on previous approaches by jointly learning to align and translate inputs to maximize performance.
The document provides information about raster-scan and random scan displays. It explains that raster-scan displays sweep the electron beam across the screen row by row to display an image stored in a frame buffer. Each pixel can have multiple bits to represent color and intensity. Random scan displays do not sweep continuously but move the beam individually to each point as determined by the graphics information. Refresh rates of 60-80 frames per second are needed for raster-scan displays to avoid flicker.
Predicting Bank Customer Churn Using ClassificationVishva Abeyrathne
This document describes a study that used classification models to predict customer churn for a bank. The authors collected a dataset of 10,000 bank customers from Kaggle and preprocessed the data. They then explored relationships between features and the target variable of whether a customer churned. Two classification models were tested - KNN and Decision Tree. After hyperparameter tuning, Decision Tree achieved the best accuracy of 84.25%, outperforming KNN. However, both models struggled to accurately predict customers who would churn. The authors concluded Decision Tree was the best model but recommend collecting more data on churning customers.
This document describes a study that used classification models to predict customer churn for a bank. The authors collected a dataset of 10,000 bank customers with 14 features from Kaggle and preprocessed the data. They explored relationships between features and the target (churn) variable. Two classifiers were tested - KNN and decision tree. After hyperparameter tuning, the decision tree model achieved the best accuracy of 84.25%, outperforming KNN. However, both models predicted churn (class 1) less accurately than non-churn (class 0). The decision tree was selected as the best overall model despite its weakness in predicting churn.
This document discusses banking innovations through technology. It examines technological developments in the banking sector and how innovation factors impact banking sector performance. Some key points:
- Banking sectors have adopted technologies like internet banking, mobile banking, ATMs, etc. which have positively impacted customers and provided benefits like increased convenience.
- Technologies allow customized services at reduced costs but some products may not meet real customer demands.
- Innovations are driven by factors like connectivity, customer relationships, and business growth which help achieve global competitiveness.
- Emerging technologies impacting banking include mobile banking, AI, blockchain, cloud computing and biometric authentication.
ECE Projects for Final Year, Embedded Projects in Bangalore, Engineering Projects in Bangalore, Final Year Projects in Vijayanagar, ECE projects in Vijayanagar, Embedded Project institute in Vijaynagar
Area and Power Efficient Up-Down counter Design by Using Full Adder ModuleIJEEE
In this paper an area and power efficient 98T Up- Down counter design has been presented by using Pass transistor logic designing technique. The proposed Up-Down counter design consist of 53 NMOS and 45 PMOS. Four PTL full adder modules has been used to design this Up-Down counter which consumes less area and power at 120 nm as compared to CMOS, TG and GDI full adder designs. The proposed Up-Down counter design is based on this area and power efficient 10 transistors PTL full adder module. The proposed Up-Down counter has been designed and simulated using DSCH 3.1 and Microwind 3.1 on 120nm. For proposed design Power variation with respect to the supply voltage has been performed on BSIM-4 and LEVEL-3 using 120nm technology. Results show that Area of proposed PTL Up- Down counter design is 1288.4 µm2 on 120nm technology. At 1.2V input supply voltage the proposed Up-Down counter design consumes 111µW power at BSIM-4.
IRJET - A Detailed Review of Different Handwriting Recognition MethodsIRJET Journal
This document provides a detailed review of different methods for handwriting recognition, including incremental, semi-incremental, convolutional neural network, line and word segmentation, part-based, and slope and slant correction methods. It discusses the processes, benefits, and limitations of each approach. The document is intended as a review for researchers studying handwriting recognition techniques.
Here are the key advantages and disadvantages of arrays:
Advantages of arrays:
- Increased directivity - Arrays allow signals to be reinforced in desired directions while cancelled in others, providing improved directivity over a single antenna.
- Increased gain - The increased directivity of an array leads to higher gain compared to a single antenna. This allows for longer communication ranges.
- Beam steering - By adjusting the phase or time delay of signals to each antenna, the main transmission direction of an array can be steered electronically without moving physical elements.
Disadvantages of arrays:
- Increased complexity - Arrays require additional hardware for power distribution to each antenna element, as well as phase/time delay control circuitry
The document is a request for fully solved SMU MBA assignments from Spring 2014. It provides contact information for students to send their semester and specialization to obtain the assignments. It notes that sample assignments can be found in blog archives or by searching. The document then provides several MBA assignments related to software engineering, database management systems, computer networks, and other topics. Students are to answer the questions and provide explanations and examples.
This document discusses feature engineering and machine learning approaches for predicting customer behavior. It begins with an overview of feature engineering, including how it is used for image recognition, text mining, and generating new variables from existing data. The document then discusses challenges with artificial intelligence and machine learning models, particularly around explainability. It concludes that for smaller datasets, feature engineering can improve predictive performance more than complex machine learning models, while large datasets are better suited to machine learning approaches. Testing on a small travel acquisition dataset confirmed that traditional models with feature engineering outperformed neural networks.
This master's thesis investigates integrating predictive maintenance and digital twins. It presents a literature review on digital twins, maintenance approaches, predictive maintenance types, and how maintenance can be implemented digitally. The thesis analyzes the market for these concepts and develops two work packages - one focused on data-driven predictive maintenance and the other on physics-based digital twins for maintenance. It evaluates the costs and benefits of integrating predictive maintenance and digital twins and provides recommendations to the client.
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Strategies for Effective Upskilling is a presentation by Chinwendu Peace in a Your Skill Boost Masterclass organisation by the Excellence Foundation for South Sudan on 08th and 09th June 2024 from 1 PM to 3 PM on each day.
বাংলাদেশের অর্থনৈতিক সমীক্ষা ২০২৪ [Bangladesh Economic Review 2024 Bangla.pdf] কম্পিউটার , ট্যাব ও স্মার্ট ফোন ভার্সন সহ সম্পূর্ণ বাংলা ই-বুক বা pdf বই " সুচিপত্র ...বুকমার্ক মেনু 🔖 ও হাইপার লিংক মেনু 📝👆 যুক্ত ..
আমাদের সবার জন্য খুব খুব গুরুত্বপূর্ণ একটি বই ..বিসিএস, ব্যাংক, ইউনিভার্সিটি ভর্তি ও যে কোন প্রতিযোগিতা মূলক পরীক্ষার জন্য এর খুব ইম্পরট্যান্ট একটি বিষয় ...তাছাড়া বাংলাদেশের সাম্প্রতিক যে কোন ডাটা বা তথ্য এই বইতে পাবেন ...
তাই একজন নাগরিক হিসাবে এই তথ্য গুলো আপনার জানা প্রয়োজন ...।
বিসিএস ও ব্যাংক এর লিখিত পরীক্ষা ...+এছাড়া মাধ্যমিক ও উচ্চমাধ্যমিকের স্টুডেন্টদের জন্য অনেক কাজে আসবে ...
2. Prepared by
Mushfique Uddin Mahmud Rafid
ID: 2023031095
Faculty of Business Studies
MBA-23(A) (Professionals)
Bangladesh University of Professionals
Supervised by
Assistant Professor Dr. Jannatul
Ferdaous
Faculty of Business Studies
Bangladesh University of Professionals
4. Objectives
Importance of new technology
introduction
Technologies
currently used
Falling behind the rest of
the world?
Bangladesh Banking
System
Introduction Theoretical Discussion Methodology Research & Analysis Findings
7. Hypothesis
Hypothes
is 1
H0:
Current Digital Banking
is not more effective
than the previous
conventional Banking.
H1:
Current Digital Banking
is more effective than
the previous
conventional Banking.
Hypothes
is 2
H0:
Bangladesh Banking is in
line with modern
Technologies
H1:
Bangladesh Banking is
not in line with modern
Technologies
Hypothes
is 3
H0:
New Technologies will
not bring positive
changes in Bangladesh
Banking System
H1:
New Technologies will
bring positive changes in
Bangladesh Banking
System
Introduction Theoretical Discussion Methodology Research & Analysis Findings
10. Demographic
analysis
4, 16%
3, 12%
2, 8%
3, 12%
2, 8%
2, 8%
3, 12%
1, 4%
0 0.5 1 1.5 2 2.5 3 3.5 4 4.5
OFFICER
SENIOR OFFICER
SENIOR MANAGER
ASSISSTANT MANAGER
AVP
SUPPORT OFFICER
MANAGEMENT TRAINEE
ASSISTANT EXECUTIVE
Designation
0
2
4
6
8
10
12
14
16
18
20
LESS THAN 25
YEARS
26-35 YEARS 36-45 YEARS 46-55 YEARS 56-65 YEARS
2.8%
19.76%
4.16%
0% 0%
Age Range
Introduction Theoretical Discussion Methodology Research & Analysis Findings
11. Model 1
Current digital Banking system is better than previous co
a)Current digital Banking has increased the
number of customers and improved their
experience - Your view (CB1)
b)You use mobile banking services frequently- your
view (CB2)
c)Urgent task in your bank without using modern
technologies is impossible - your view (CB3)
d)Technology brings complexity in your daily tasks.
– Your View (CB4)
e)Do you believe that IoT helps as a provider of
payment services for a variety of transactions?
Dependent Variables
Introduction Theoretical Discussion Methodology Research & Analysis Findings
12. Model 1
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate
1 .612a .375 .263 .435
Introduction Theoretical Discussion Methodology Research & Analysis Findings
13. Model 1
Coefficientsa
Model
Unstandardized
Coefficients
Standardized
Coefficients t Sig.
B Std. Error Beta
1 (Constant) 1.987 1.452 1.369 .182
CB1 -.036 .132 -.044 -.273 .078
CB2 .177 .082 .377 2.169 .039
CB3 -.088 .143 -.097 -.612 .054
CB4 .293 .274 .166 1.069 .029
CB5 .223 .152 .288 1.470 .015
a. Dependent Variable: CB
ANOVAa
Model
Sum of
Squares
df
Mean
Square
F Sig.
1 Regression 3.177 5 .635 3.361 .017b
Residual 5.294 28 .189
Total 8.471 33
a. Dependent Variable: CB
b. Predictors: (Constant), CB5, CB4, CB3, CB1, CB2
As the p-value is less
than 0.05, we reject
the null hypothesis that
Current Digital Banking
is not more effective
than the previous
conventional Banking
Introduction Theoretical Discussion Methodology Research & Analysis Findings
14. Model 2
Bangladesh Banking system is lagging behind modern tec
a) Bangladesh Banking system is lagging behind
modern technologies- Your View (LB1)
b) Your company needs to invest in Artificial
Intelligence to reduce workload? (LB2)
Dependent Variables
Introduction Theoretical Discussion Methodology Research & Analysis Findings
15. Model 2
Model Summary
Model R R Square Adjusted R Square Std. Error of the Estimate
2 .896a .803 .790 .32263
a. Predictors: (Constant), LB2, LB1
LB1 LB2
Valid % Valid %
Strongly Agree 15 44.12% 16 47.06%
Agree 14 41.18% 13 38.24%
Neutral 5 14.71% 5 14.71%
Disagree - - - -
Strongly Disagree - - - -
Introduction Theoretical Discussion Methodology Research & Analysis Findings
16. Model 2
ANOVAa
Model Sum of Squares df Mean Square F Sig.
2
Regression 13.156 2 6.578 63.193 <.001b
Residual 3.227 31 .104
Total 16.382 33
a. Dependent Variable: LB
b. Predictors: (Constant), LB2, LB1
Coefficientsa
Model
Unstandardized
Coefficients
Standardized
Coefficients
t Sig.
B Std. Error Beta
1 (Constant) .682 .342 1.997 .055
LB1 .030 .332 .031 .091 .928
LB2 .839 .328 .866 2.556 .016
a. Dependent Variable: LB
As the p-value is less
than 0.05, we reject
the null hypothesis that
Bangladesh Banking is
in line with modern
Technologies
Introduction Theoretical Discussion Methodology Research & Analysis Findings
17. Model 3
We need new technologies to make the experience in ba
a) Do you think A.I - Based chatbot can bring a
better experience? (NT1)
b) “Blockchain helps in transparency in the banks”
do you agree on the statement? (NT2)
Dependent Variables
Introduction Theoretical Discussion Methodology Research & Analysis Findings
18. Model 3
NT1 NT2
Valid % Valid %
Strongly Agree 9 26.47% 8 23.53%
Agree 13 38.24% 14 41.18%
Neutral 10 29.41% 8 23.53%
Disagree 2 5.88% 4 11.76%
Strongly Disagree - - - -
Model Summary
Model R R Square Adjusted R Square Std. Error of the Estimate
3 .901a .812 .800 .41158
a. Predictors: (Constant), NT2, NT1
Introduction Theoretical Discussion Methodology Research & Analysis Findings
19. Model 3
ANOVAa
Model Sum of Squares df Mean Square F Sig.
3
Regression 22.631 2 11.316 66.800 <.001b
Residual 5.251 31 .169
Total 27.882 33
a. Dependent Variable: NT
b. Predictors: (Constant), NT2, NT1
Coefficientsa
Model
Unstandardized
Coefficients
Standardized
Coefficients
t Sig.
B Std. Error Beta
3 (Constant) .536 .320 1.675 .104
LB1 .678 .267 .658 2.537 .016
LB2 .242 .249 .252 .971 .339
a. Dependent Variable: NT
As the p-value is less
than 0.05, we reject
the null hypothesis that
New Technologies will
not bring positive
changes in Bangladesh
Banking System
Introduction Theoretical Discussion Methodology Research & Analysis Findings
20. People prefer current digital banking more than the previous
conventional banking as it is removed complexity, saved time,
brought a better experience for the customers, and brought the
whole banking system in the palm of hand.
People think that Bangladesh is falling behind the
developed countries in respect of using modern
technologies in banking system
People wish to have a new era of banking system which
includes much more effective uses of modern technologies
such as – Blockchain, Artificial Intelligence, Internet of
Things, etc.
If we integrate the AI's operational and analytical benefits into
the systems that are already in place, they will be able to
manufacture products and offer services that are on par with
global standards
Findings
Introduction Problem Identification Alternatives/Recommendation
Introduction Theoretical Discussion Methodology Research & Analysis Findings
21. Broader Implementation of financial technology on mobile
devices
Implementation of Blockchain for Bank’s own safety
Implementation of Big Data analysis to reduce workload
and service time
Implementing AI based service to bring better customer
service
a
Recommendation
Introduction Problem Identification Alternatives/Recommendation
Introduction Theoretical Discussion Methodology Research & Analysis Findings