Artificial Intelligence (AI) is the big thing in the technology field and a large number of organizations are implementing AI and the demand for professionals in AI is growing at an amazing speed. Artificial Intelligence (AI) course with ExcelR will provide a wide understanding of the concepts of Artificial Intelligence (AI) to make computer programs to solve problems and achieve goals in the world.
ExcelR offers digital marketing training in Pune . It provides 100% job placements and also has exclusive jumbo pass for a limited period . It is India’s most trust digital marketing institute . there is guaranteed placements , training , internship and overall 9,000+ participants were placed ,also provides 9 international certificates from google, Facebook , youtube. https://www.excelr.com/digital-marketing-training-in-pune/
If you are looking for Online digital marketing course with placement in Bangalore…. You are at the right place - ExcelR …
ExcelR is global training provider pertaining to Data Science delivering training in USA, UK, Malaysia and India.
ExcelR offers Online digital marketing course, the most comprehensive digital marketing course in the market. The program will cover the complete digital marketing lifecycle concepts.
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Digital marketing certification training in bangalore is offered by excelr is the most comprehensive digital marketing course offered. We are established globally in countries like Malaysia, Us and middle east.
Excelr offers the most omprehensive course in the singapore. We are established globally in countries like India, malaysia, US, Middleeast. We cover whole life cycle of data science
Excelr Offers the most comprehensive dat science course in singapore. We are established around the world starting from India, Middle east, Malaysia, U.S . We cover the total life cycle of data science course. A leman can join can be a data scientist
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Excelr provides the best and the msot comprehensive data science course with international certification and recently partnered with TCS to provide certification
ExcelR offers Data Science course in Hyderabad, the most comprehensive Data Science course in the market, covering the complete Data Science lifecycle concepts from Data Collection, Data Extraction, Data Cleansing, Data Exploration, Data Transformation, Feature Engineering, Data Integration, Data Mining, building Prediction models, Data Visualization and deploying the solution to the customer. Skills and tools ranging from Statistical Analysis, Text Mining, Regression Modelling, Hypothesis Testing, Predictive Analytics, Machine Learning, Deep Learning, Neural Networks, Natural Language Processing, Predictive Modelling, R Studio, XLMiner, Tableau, Spark, Hadoop, Minitab, programming languages like R programming, Python are covered extensively as part of this Data Science training. ExcelR is considered as the best Data Science training institute in Hyderabad which offers services from training to placement as part of the Data Science training program with over 400+ participants placed in various multinational companies including E&Y, Panasonic, Accenture, VMWare, Infosys, IBM, etc. ExcelR imparts the best Data Science training in Hyderabad and considered to be the best in the industry.
Any professional wants to obtain knowledge on agile methodologies, agile principles and agile tools and techniques should pursue (PMI-ACP)® certification. (PMI-ACP)® certification establishes individual’s proficiency in various Agile methodologies. Project Managers, aspiring Project managers, Project team members who want to move from traditional project management to Agile project environment
ExcelR offers digital marketing training in Pune . It provides 100% job placements and also has exclusive jumbo pass for a limited period . It is India’s most trust digital marketing institute . there is guaranteed placements , training , internship and overall 9,000+ participants were placed ,also provides 9 international certificates from google, Facebook , youtube. https://www.excelr.com/digital-marketing-training-in-pune/
If you are looking for Online digital marketing course with placement in Bangalore…. You are at the right place - ExcelR …
ExcelR is global training provider pertaining to Data Science delivering training in USA, UK, Malaysia and India.
ExcelR offers Online digital marketing course, the most comprehensive digital marketing course in the market. The program will cover the complete digital marketing lifecycle concepts.
Digital marketing certification training in bangaloreTejaspathiLV
Digital marketing certification training in bangalore is offered by excelr is the most comprehensive digital marketing course offered. We are established globally in countries like Malaysia, Us and middle east.
Excelr offers the most omprehensive course in the singapore. We are established globally in countries like India, malaysia, US, Middleeast. We cover whole life cycle of data science
Excelr Offers the most comprehensive dat science course in singapore. We are established around the world starting from India, Middle east, Malaysia, U.S . We cover the total life cycle of data science course. A leman can join can be a data scientist
Data science certification in bangaloreTejaspathiLV
Excelr provides the best and the msot comprehensive data science course with international certification and recently partnered with TCS to provide certification
ExcelR offers Data Science course in Hyderabad, the most comprehensive Data Science course in the market, covering the complete Data Science lifecycle concepts from Data Collection, Data Extraction, Data Cleansing, Data Exploration, Data Transformation, Feature Engineering, Data Integration, Data Mining, building Prediction models, Data Visualization and deploying the solution to the customer. Skills and tools ranging from Statistical Analysis, Text Mining, Regression Modelling, Hypothesis Testing, Predictive Analytics, Machine Learning, Deep Learning, Neural Networks, Natural Language Processing, Predictive Modelling, R Studio, XLMiner, Tableau, Spark, Hadoop, Minitab, programming languages like R programming, Python are covered extensively as part of this Data Science training. ExcelR is considered as the best Data Science training institute in Hyderabad which offers services from training to placement as part of the Data Science training program with over 400+ participants placed in various multinational companies including E&Y, Panasonic, Accenture, VMWare, Infosys, IBM, etc. ExcelR imparts the best Data Science training in Hyderabad and considered to be the best in the industry.
Any professional wants to obtain knowledge on agile methodologies, agile principles and agile tools and techniques should pursue (PMI-ACP)® certification. (PMI-ACP)® certification establishes individual’s proficiency in various Agile methodologies. Project Managers, aspiring Project managers, Project team members who want to move from traditional project management to Agile project environment
Any professional wants to obtain knowledge on agile methodologies, agile principles and agile tools and techniques should pursue (PMI-ACP)® certification. (PMI-ACP)® certification establishes individual’s proficiency in various Agile methodologies. Project Managers, aspiring Project managers, Project team members who want to move from traditional project management to Agile project environment
If you are looking for Data Science training with placement in kuwait . You are at the right place - ExcelR …
ExcelR is global training provider pertaining to Data Science delivering training in USA, UK, Malaysia and India.
ExcelR offers data science course in kuwait the most comprehensive Data Science course in the market. The program will cover the complete Data Science lifecycle concepts starting from Data Extraction, Data Cleansing, Data Exploration, Data Transformation, Feature Engineering, Data Integration, Data Mining, building Prediction models, Data Visualization and deploying the solution to the customer.
If you are looking for itil foundation training in banagalore…. You are at the right place - ExcelR …
ExcelR is global training provider pertaining to itil foundation delivering training in USA, UK, Malaysia and India.
ExcelR offers itil foundation training, the most comprehensive itil foundation course in the market. The program will cover the complete itil foundation lifecycle concepts.
If you are looking for pmi acp training in hyderabad…. You are at the right place - ExcelR …
ExcelR is global training provider pertaining to pmi acp delivering training in USA, UK, Malaysia and India.
ExcelR offers pmi acp training , the most comprehensive pmi acp course in the market. The program will cover the complete pmi acp lifecycle concepts.
ExcelR provides 4 days PMP® certification training in Kolkata as part of our Portfolio of Project management courses. PMP®, PMI® certification training is delivered by highly experienced and certified trainers who are considered as one of the best trainers in the industry. We are one of the best PMP® training institutes in Kolkata and our best – in -class trainings will equip you with thorough knowledge on Project management based on PMBOK® Guide Sixth edition and help you to get PMP® certified. Along with the 4 days training we offer you 180 day e-learning access, 3 sets of 200 simulated PMP® mock examinations, knowledge area wise mock tests, 35 contact hours, free online instructor led beginner MS Project Professional 2013 training and many more such facilities.
ExcelR provides 4 days PMP® certification training in Kolkata as part of our Portfolio of Project management courses. PMP®, PMI® certification training is delivered by highly experienced and certified trainers who are considered as one of the best trainers in the industry. We are one of the best PMP® training institutes in Kolkata and our best – in -class trainings will equip you with thorough knowledge on Project management based on PMBOK® Guide Sixth edition and help you to get PMP® certified. Along with the 4 days training we offer you 180 day e-learning access, 3 sets of 200 simulated PMP® mock examinations, knowledge area wise mock tests, 35 contact hours, free online instructor led beginner MS Project Professional 2013 training and many more such facilities.
ExcelR provides 4 days PMP® certification training in Kolkata as part of our Portfolio of Project management courses. PMP®, PMI® certification training is delivered by highly experienced and certified trainers who are considered as one of the best trainers in the industry. We are one of the best PMP® training institutes in Kolkata and our best – in -class trainings will equip you with thorough knowledge on Project management based on PMBOK® Guide Sixth edition and help you to get PMP® certified. Along with the 4 days training we offer you 180 day e-learning access, 3 sets of 200 simulated PMP® mock examinations, knowledge area wise mock tests, 35 contact hours, free online instructor led beginner MS Project Professional 2013 training and many more such facilities.
ExcelR is a proud partner of Universit Malaysia Saravak (UNIMAS), Malaysia’s 1st public University and ranked 8th top university in Malaysia and ranked among top 200th in Asian University Rankings 2017 by QS World University Rankings. Participants will be awarded Data Science international certification from UNIMAS, after succesfully clearning the online examination. Participants who complete the assignments and projects will get the eligibilty to take the online exam.Thorough preparation is required by the participants to crack the exam. ExcelR’s faculty will do the necessary handholding.Mock papers and practice tests will be provided to the eligible participants which help them to successfully clear the examination.
ExcelR offers Data Science course in Mysore, the most comprehensive Data Science course in the market, covering the complete Data Science lifecycle concepts from Data Collection, Data Extraction, Data Cleansing, Data Exploration, Data Transformation, Feature Engineering, Data Integration, Data Mining, building Prediction models, Data Visualization and deploying the solution to the customer. Skills and tools ranging from Statistical Analysis, Text Mining, Regression Modelling, Hypothesis Testing, Predictive Analytics, Machine Learning, Deep Learning, Neural Networks, Natural Language Processing, Predictive Modelling, R Studio, XLMiner, Tableau, Spark, Hadoop, Minitab, programming languages like R programming, Python are covered extensively as part of this Data Science training. ExcelR is considered as the best Data Science training institute in Mysore which offers services from training to placement as part of the Data Science training program with over 400+ participants placed in various multinational companies including E&Y, Panasonic, Accenture, VMWare, Infosys, IBM, etc. ExcelR imparts the best Data Science training in Mysore and considered to be the best in the industry.
Machine learning certification in gurgaon TejaspathiLV
Machine Learning is a wide area of Artificial Intelligence focused in design and development of an algorithm that identifies and learn patterns exist in data provided as input. AI is the catalyst for IR 4.0. This innovation will set an additional or a new approach of governing and managing organizations, particularly companies. The Artificial Intelligence course including deep learning course using Tensor Flow and Keras libraries in Python
Artificial Intelligence (AI) is the big thing in the technology field and a large number of organizations are implementing AI and the demand for professionals in AI is growing at an amazing speed. Artificial Intelligence (AI) course with ExcelR will provide a wide understanding of the concepts of Artificial Intelligence (AI) to make computer programs to solve problems and achieve goals in the world.
International Data Corporation(IDC) expects the installed base of the internet of things will be approximately 212 billion “things” globally and the market share pertaining to the ecosystem surrounding it to be a whopping $8.9 trillion, by the end of 2020.
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ExcelR offers 160 hours classroom training on Business Analytics / Data Scientist / Data Analytics. We are considered as one of the best training institutes on Business Analytics in Mumbai. “Faculty and vast course agenda is our differentiator”. The training is conducted by alumni of premier institutions such as IIT & ISB who has extensive experience in the arena of analytics. They are considered to be one of the best trainers in the industry. The topics covered as part of this Data Scientist Certification program is on par with most of the Master of Science in Analytics (MS in Business Analytics / MS in Data Analytics) programs across the top-notch universities of the globe.
Data Analytics/ Analytics certification course is an extremely high-in-demand profession which requires a professional to possess sound knowledge of analysing data in all dimensions and uncover the unseen truth coupled with the logic and domain knowledge to impact the top-line (increase business) and bottom-line (increase revenue).ExcelR’s Data Analytics/ Analytics curriculum is meticulously designed and delivered matching the industry needs and considered to be the best in the industry
Data analytics certification in mumbaiTejaspathiLV
Data Analytics/ Analytics certification course is an extremely high-in-demand profession which requires a professional to possess sound knowledge of analysing data in all dimensions and uncover the unseen truth coupled with the logic and domain knowledge to impact the top-line (increase business) and bottom-line (increase revenue).ExcelR’s Data Analytics/ Analytics curriculum is meticulously designed and delivered matching the industry needs and considered to be the best in the industry
ExcelR is considered to be the best Data Science training institute in Noida which offers a gamut of services starting from training to placement as part of the program. Faculty is our forte. All our trainers are working as Data Scientists with over 15+ years professional experience. They are qualified, certified, experienced and has passion for training. Majority of the trainers are alumni of premier institutes such as IIT, IIM, Indian School of Business (ISB) and a few Ph.D qualified professionals. Participants who register for classroom training can attend instructor led online training and get access to self-paced e-learning videos. This blended model of training will ensure a perpetual learning so that the participants can absorb and assimilate the concepts thoroughly. ExcelR is the official training delivery partner for over 30+ universities and colleges across the globe which endorses the quality of our course and faculty. ExcelR holds one of the highest placement records in the space of Data Science owing to their tie ups with various organizations, recruiting the participants trained through us.
Artificial intelligence training in bangaloreTejaspathiLV
This document discusses machine learning techniques including k-nearest neighbors classifiers, Bayesian classifiers, and naive Bayes classifiers. It provides examples of how to apply these techniques to problems involving both categorical and real-valued data, as well as text classification using a bag-of-words representation. Key steps covered include calculating probabilities, applying Bayes' rule, making conditional independence assumptions, and estimating parameters from training data.
it describes the bony anatomy including the femoral head , acetabulum, labrum . also discusses the capsule , ligaments . muscle that act on the hip joint and the range of motion are outlined. factors affecting hip joint stability and weight transmission through the joint are summarized.
Introduction to AI for Nonprofits with Tapp NetworkTechSoup
Dive into the world of AI! Experts Jon Hill and Tareq Monaur will guide you through AI's role in enhancing nonprofit websites and basic marketing strategies, making it easy to understand and apply.
Any professional wants to obtain knowledge on agile methodologies, agile principles and agile tools and techniques should pursue (PMI-ACP)® certification. (PMI-ACP)® certification establishes individual’s proficiency in various Agile methodologies. Project Managers, aspiring Project managers, Project team members who want to move from traditional project management to Agile project environment
If you are looking for Data Science training with placement in kuwait . You are at the right place - ExcelR …
ExcelR is global training provider pertaining to Data Science delivering training in USA, UK, Malaysia and India.
ExcelR offers data science course in kuwait the most comprehensive Data Science course in the market. The program will cover the complete Data Science lifecycle concepts starting from Data Extraction, Data Cleansing, Data Exploration, Data Transformation, Feature Engineering, Data Integration, Data Mining, building Prediction models, Data Visualization and deploying the solution to the customer.
If you are looking for itil foundation training in banagalore…. You are at the right place - ExcelR …
ExcelR is global training provider pertaining to itil foundation delivering training in USA, UK, Malaysia and India.
ExcelR offers itil foundation training, the most comprehensive itil foundation course in the market. The program will cover the complete itil foundation lifecycle concepts.
If you are looking for pmi acp training in hyderabad…. You are at the right place - ExcelR …
ExcelR is global training provider pertaining to pmi acp delivering training in USA, UK, Malaysia and India.
ExcelR offers pmi acp training , the most comprehensive pmi acp course in the market. The program will cover the complete pmi acp lifecycle concepts.
ExcelR provides 4 days PMP® certification training in Kolkata as part of our Portfolio of Project management courses. PMP®, PMI® certification training is delivered by highly experienced and certified trainers who are considered as one of the best trainers in the industry. We are one of the best PMP® training institutes in Kolkata and our best – in -class trainings will equip you with thorough knowledge on Project management based on PMBOK® Guide Sixth edition and help you to get PMP® certified. Along with the 4 days training we offer you 180 day e-learning access, 3 sets of 200 simulated PMP® mock examinations, knowledge area wise mock tests, 35 contact hours, free online instructor led beginner MS Project Professional 2013 training and many more such facilities.
ExcelR provides 4 days PMP® certification training in Kolkata as part of our Portfolio of Project management courses. PMP®, PMI® certification training is delivered by highly experienced and certified trainers who are considered as one of the best trainers in the industry. We are one of the best PMP® training institutes in Kolkata and our best – in -class trainings will equip you with thorough knowledge on Project management based on PMBOK® Guide Sixth edition and help you to get PMP® certified. Along with the 4 days training we offer you 180 day e-learning access, 3 sets of 200 simulated PMP® mock examinations, knowledge area wise mock tests, 35 contact hours, free online instructor led beginner MS Project Professional 2013 training and many more such facilities.
ExcelR provides 4 days PMP® certification training in Kolkata as part of our Portfolio of Project management courses. PMP®, PMI® certification training is delivered by highly experienced and certified trainers who are considered as one of the best trainers in the industry. We are one of the best PMP® training institutes in Kolkata and our best – in -class trainings will equip you with thorough knowledge on Project management based on PMBOK® Guide Sixth edition and help you to get PMP® certified. Along with the 4 days training we offer you 180 day e-learning access, 3 sets of 200 simulated PMP® mock examinations, knowledge area wise mock tests, 35 contact hours, free online instructor led beginner MS Project Professional 2013 training and many more such facilities.
ExcelR is a proud partner of Universit Malaysia Saravak (UNIMAS), Malaysia’s 1st public University and ranked 8th top university in Malaysia and ranked among top 200th in Asian University Rankings 2017 by QS World University Rankings. Participants will be awarded Data Science international certification from UNIMAS, after succesfully clearning the online examination. Participants who complete the assignments and projects will get the eligibilty to take the online exam.Thorough preparation is required by the participants to crack the exam. ExcelR’s faculty will do the necessary handholding.Mock papers and practice tests will be provided to the eligible participants which help them to successfully clear the examination.
ExcelR offers Data Science course in Mysore, the most comprehensive Data Science course in the market, covering the complete Data Science lifecycle concepts from Data Collection, Data Extraction, Data Cleansing, Data Exploration, Data Transformation, Feature Engineering, Data Integration, Data Mining, building Prediction models, Data Visualization and deploying the solution to the customer. Skills and tools ranging from Statistical Analysis, Text Mining, Regression Modelling, Hypothesis Testing, Predictive Analytics, Machine Learning, Deep Learning, Neural Networks, Natural Language Processing, Predictive Modelling, R Studio, XLMiner, Tableau, Spark, Hadoop, Minitab, programming languages like R programming, Python are covered extensively as part of this Data Science training. ExcelR is considered as the best Data Science training institute in Mysore which offers services from training to placement as part of the Data Science training program with over 400+ participants placed in various multinational companies including E&Y, Panasonic, Accenture, VMWare, Infosys, IBM, etc. ExcelR imparts the best Data Science training in Mysore and considered to be the best in the industry.
Machine learning certification in gurgaon TejaspathiLV
Machine Learning is a wide area of Artificial Intelligence focused in design and development of an algorithm that identifies and learn patterns exist in data provided as input. AI is the catalyst for IR 4.0. This innovation will set an additional or a new approach of governing and managing organizations, particularly companies. The Artificial Intelligence course including deep learning course using Tensor Flow and Keras libraries in Python
Artificial Intelligence (AI) is the big thing in the technology field and a large number of organizations are implementing AI and the demand for professionals in AI is growing at an amazing speed. Artificial Intelligence (AI) course with ExcelR will provide a wide understanding of the concepts of Artificial Intelligence (AI) to make computer programs to solve problems and achieve goals in the world.
International Data Corporation(IDC) expects the installed base of the internet of things will be approximately 212 billion “things” globally and the market share pertaining to the ecosystem surrounding it to be a whopping $8.9 trillion, by the end of 2020.
Big data certification training mumbaiTejaspathiLV
ExcelR offers 160 hours classroom training on Business Analytics / Data Scientist / Data Analytics. We are considered as one of the best training institutes on Business Analytics in Mumbai. “Faculty and vast course agenda is our differentiator”. The training is conducted by alumni of premier institutions such as IIT & ISB who has extensive experience in the arena of analytics. They are considered to be one of the best trainers in the industry. The topics covered as part of this Data Scientist Certification program is on par with most of the Master of Science in Analytics (MS in Business Analytics / MS in Data Analytics) programs across the top-notch universities of the globe.
Data Analytics/ Analytics certification course is an extremely high-in-demand profession which requires a professional to possess sound knowledge of analysing data in all dimensions and uncover the unseen truth coupled with the logic and domain knowledge to impact the top-line (increase business) and bottom-line (increase revenue).ExcelR’s Data Analytics/ Analytics curriculum is meticulously designed and delivered matching the industry needs and considered to be the best in the industry
Data analytics certification in mumbaiTejaspathiLV
Data Analytics/ Analytics certification course is an extremely high-in-demand profession which requires a professional to possess sound knowledge of analysing data in all dimensions and uncover the unseen truth coupled with the logic and domain knowledge to impact the top-line (increase business) and bottom-line (increase revenue).ExcelR’s Data Analytics/ Analytics curriculum is meticulously designed and delivered matching the industry needs and considered to be the best in the industry
ExcelR is considered to be the best Data Science training institute in Noida which offers a gamut of services starting from training to placement as part of the program. Faculty is our forte. All our trainers are working as Data Scientists with over 15+ years professional experience. They are qualified, certified, experienced and has passion for training. Majority of the trainers are alumni of premier institutes such as IIT, IIM, Indian School of Business (ISB) and a few Ph.D qualified professionals. Participants who register for classroom training can attend instructor led online training and get access to self-paced e-learning videos. This blended model of training will ensure a perpetual learning so that the participants can absorb and assimilate the concepts thoroughly. ExcelR is the official training delivery partner for over 30+ universities and colleges across the globe which endorses the quality of our course and faculty. ExcelR holds one of the highest placement records in the space of Data Science owing to their tie ups with various organizations, recruiting the participants trained through us.
Artificial intelligence training in bangaloreTejaspathiLV
This document discusses machine learning techniques including k-nearest neighbors classifiers, Bayesian classifiers, and naive Bayes classifiers. It provides examples of how to apply these techniques to problems involving both categorical and real-valued data, as well as text classification using a bag-of-words representation. Key steps covered include calculating probabilities, applying Bayes' rule, making conditional independence assumptions, and estimating parameters from training data.
it describes the bony anatomy including the femoral head , acetabulum, labrum . also discusses the capsule , ligaments . muscle that act on the hip joint and the range of motion are outlined. factors affecting hip joint stability and weight transmission through the joint are summarized.
Introduction to AI for Nonprofits with Tapp NetworkTechSoup
Dive into the world of AI! Experts Jon Hill and Tareq Monaur will guide you through AI's role in enhancing nonprofit websites and basic marketing strategies, making it easy to understand and apply.
The simplified electron and muon model, Oscillating Spacetime: The Foundation...RitikBhardwaj56
Discover the Simplified Electron and Muon Model: A New Wave-Based Approach to Understanding Particles delves into a groundbreaking theory that presents electrons and muons as rotating soliton waves within oscillating spacetime. Geared towards students, researchers, and science buffs, this book breaks down complex ideas into simple explanations. It covers topics such as electron waves, temporal dynamics, and the implications of this model on particle physics. With clear illustrations and easy-to-follow explanations, readers will gain a new outlook on the universe's fundamental nature.
ISO/IEC 27001, ISO/IEC 42001, and GDPR: Best Practices for Implementation and...PECB
Denis is a dynamic and results-driven Chief Information Officer (CIO) with a distinguished career spanning information systems analysis and technical project management. With a proven track record of spearheading the design and delivery of cutting-edge Information Management solutions, he has consistently elevated business operations, streamlined reporting functions, and maximized process efficiency.
Certified as an ISO/IEC 27001: Information Security Management Systems (ISMS) Lead Implementer, Data Protection Officer, and Cyber Risks Analyst, Denis brings a heightened focus on data security, privacy, and cyber resilience to every endeavor.
His expertise extends across a diverse spectrum of reporting, database, and web development applications, underpinned by an exceptional grasp of data storage and virtualization technologies. His proficiency in application testing, database administration, and data cleansing ensures seamless execution of complex projects.
What sets Denis apart is his comprehensive understanding of Business and Systems Analysis technologies, honed through involvement in all phases of the Software Development Lifecycle (SDLC). From meticulous requirements gathering to precise analysis, innovative design, rigorous development, thorough testing, and successful implementation, he has consistently delivered exceptional results.
Throughout his career, he has taken on multifaceted roles, from leading technical project management teams to owning solutions that drive operational excellence. His conscientious and proactive approach is unwavering, whether he is working independently or collaboratively within a team. His ability to connect with colleagues on a personal level underscores his commitment to fostering a harmonious and productive workplace environment.
Date: May 29, 2024
Tags: Information Security, ISO/IEC 27001, ISO/IEC 42001, Artificial Intelligence, GDPR
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Training: ISO/IEC 27001 Information Security Management System - EN | PECB
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Thinking of getting a dog? Be aware that breeds like Pit Bulls, Rottweilers, and German Shepherds can be loyal and dangerous. Proper training and socialization are crucial to preventing aggressive behaviors. Ensure safety by understanding their needs and always supervising interactions. Stay safe, and enjoy your furry friends!
This presentation was provided by Steph Pollock of The American Psychological Association’s Journals Program, and Damita Snow, of The American Society of Civil Engineers (ASCE), for the initial session of NISO's 2024 Training Series "DEIA in the Scholarly Landscape." Session One: 'Setting Expectations: a DEIA Primer,' was held June 6, 2024.
Main Java[All of the Base Concepts}.docxadhitya5119
This is part 1 of my Java Learning Journey. This Contains Custom methods, classes, constructors, packages, multithreading , try- catch block, finally block and more.
How to Manage Your Lost Opportunities in Odoo 17 CRMCeline George
Odoo 17 CRM allows us to track why we lose sales opportunities with "Lost Reasons." This helps analyze our sales process and identify areas for improvement. Here's how to configure lost reasons in Odoo 17 CRM
Physiology and chemistry of skin and pigmentation, hairs, scalp, lips and nail, Cleansing cream, Lotions, Face powders, Face packs, Lipsticks, Bath products, soaps and baby product,
Preparation and standardization of the following : Tonic, Bleaches, Dentifrices and Mouth washes & Tooth Pastes, Cosmetics for Nails.
2. 2
Content
Introduction: the necessity to reduce the
complexity
Recall: what cluster analysis does
An example : cluster analysis in consumer
research on fair trade coffee
Discussion
3. (…)
“Where is the life, we have lost in living?
Where is the wisdom, we have lost in knowledge?
Where is the knowledge, we have lost in information?”
(…)
T. S. Elliot,
Choruses from the Rock
(1888 – 1965)
Intro
4. (…)
Where is the wisdom, we have lost in knowledge?
Where is the knowledge, we have lost in information?
(…)
“Where is the information we have lost in data?”
Intro
5. In order to go from data to information, to
knowledge and to wisdom,
we need to reduce the complexity of the data.
Complexity can be reduced on
- case level : cluster analysis
- on variable level: factor analysis
Intro
6. Cluster analysis can get you from this:
To this:
What cluster analysis does
a
b
d
e
f
c
7. Cluster analysis
• generate groups which are similar
• homogeneous within the group and as much as
possible heterogeneous to other groups
• data consists usually of objects or persons
• segmentation based on more than two variables
What cluster analysis does
8. Cluster analysis
• generates groups which are similar
• the groups are homogeneous within themselves
and as much as possible heterogeneous to other
groups
• data consists usually of objects or persons
• segmentation is based on more than two
variables
What cluster analysis does
9. Examples for datasets used for cluster
analysis:
• socio-economic criteria: income, education, profession,
age, number of children, size of city of residence ....
• psychographic criteria: interest, life style, motivation,
values, involvement
• criteria linked to the buying behaviour: price range, type
of media used, intensity of use, choice of retail outlet,
fidelity, buyer/non-buyer, buying intensity
What cluster analysis does
10. Proximity Measures
• Proximity measures are used to represent the nearness of two
objects
• relate objects with a high similarity to the same cluster and objects
with low similarity to different clusters
• differentiation of nominal-scaled and metric-scaled variables
What cluster analysis does
m
d(yi,ys) = [∑ |yij-ysj|r
]1/r
j=1
y = vector
i,s = different objects
j = the different characteristics
r = changes the weight of assigned distances
the calculation of the distances measures is the basis of the
cluster analysis.
11. Two phases:
1. Forming of clusters by the chosen data set – resulting
in a new variable that identifies cluster members
among the cases
2. Description of clusters by re-crossing with the data
What cluster analysis does
12. Cluster Algorithm in agglomerative hierarchical
clustering methods – seven steps to get clusters
1. each object is a independent cluster, n
2. two clusters with the lowest distance are merged to
one cluster. reduce the number of clusters by 1 (n-1)
3. calculate the the distance matrix between the new
cluster and all remaining clusters
4. repeat step 2 and 3, (n-1) times until all objects form
one reminding cluster
What cluster analysis does
13. Finally…
1. decide upon the number of clusters you want to keep
(decision often based on the size of the clusters)
2. description of the clusters by means of the cluster-
forming variables
3. appellation of the clusters with catchy titles
What cluster analysis does
15. Practical Example
Consumers and Fair Trade Coffee (1997!)
214 interviews of consumers of fair trade
coffee (personal and telephone interviews)
Cluster analysis in order to identify consumer
typologies
Identification of 6 clusters
Description of these clusters by further
analysis: comparison of means, crosstabs etc.
16. Consumers and Fair Trade Coffee
Description of clusters:
Cluster 1 (11,6%): “self-oriented fair trade buyer”
Cluster 2 (13,6%): “less ready to take personal
constraints”
Cluster 3 (18,2%): ”less engaged about fair trade”
Cluster 4 (32,2%): “intensive buyer”
Cluster 5 (18,7%): “value-oriented”
Cluster 6 (5,6%): “does not like the taste of fair trade
coffee”
17. Consumers and Fair Trade Coffee
Description of Cluster 1 (11,6%): “self-oriented fair trade
buyer” :
Searches satisfaction by doing the good thing
Is not altruistic
Buys occasionally
Sticks to his conventional coffee brand
High level of formal education
Frequently religious (catholic or protestant)
18. Consumers and Fair Trade Coffee
Description of Cluster 2 (13,6%): “less ready to take
personal constraints”
States that “fair trade coffee is hard to find”
Feels responsible for fare development issues
Believes that fair trade is efficient for developing
countries
Is less ready to go to special fair trade outlets
Buys conventional coffee
Likes the taste of fair trade coffee
19. Consumers and Fair Trade Coffee
Description of clusters Cluster 3 (18,2%): ”less engaged
about fair trade” :
Feels no personal responsibility with regard to
development questions
Doesn’t see the efficiency of the consumption of fair
trade goods
The only thing that can make him change is the
influence of friends
Is older then the average fair trade buyer and has less
formal education
20. Consumers and Fair Trade Coffee
Description of clusters: Cluster 4 (32,2%): “intensive
buyer”
Has abandoned conventional coffee brands
Has started to buy fair trade quite a while ago (> 3
years)
Shops frequently in fair trade stores (and not in organic
retail)
Is ready to act for fair development and talks to friends
about it
Relatively young, with low incomes and high
educational values
21. Consumers and Fair Trade Coffee
Description of clusters: Cluster 5 (18,7%): “value-
oriented”
Together with cluster 4 highly aware of development
issues
Ready to act and to constraint consumption habits
Buys for altruistic reasons
Highly involved in social / political action
Most frequently women, highest household income
among all clusters
Own security is the basis for solidary action
22. Consumers and Fair Trade Coffee
Description of clusters: Cluster 6 (5,6%): “does not like
the taste of fair trade coffee”
Lowest purchase intensity of all clusters
Not willing to accept constraints in consumption habits
or higher prices
Most members of these group are attached to a
conventional coffee brand
Relatively high incomes, age within the average of all
groups, lower level of formal education
Less religious than other groups.
23. Conclusion /
discussion
Advantages
• no special scales of measurement necessary
• high persuasiveness and good assignment to realisable
recommendations in practice
Disadvantages
• choice of cluster-forming variables often not based on
theory but at random
• determination of the right number of clusters often time-
consuming – often decided upon arbitrarily
• high influence on the interpretation of the scientist, difficult
to control (good documentation is needed)
25. Russell .L. Ackoff, "From Data to Wisdom," Journal of Applied Systems
Analysis 16 (1989): 3-9.
Milan Zeleny, "Management Support Systems: Towards Integrated
Knowledge Management," Human Systems Management 7, no 1
(1987): 59-70.
Tashakkori, A. and Ch. Teddlie: Combining Qualitative and Quantitaive
Approaches. Applied Social Research Methods Series, Volume 46.
Thousand Oaks, London, New Delhi, 1998.
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Sources