Thanks for Professors Caffo, Peng and Leek for illuminating material. Thanks to my peers who have graded my assignments and come back with thoughtful comments. Coursera rocks!
This document is a certificate of completion for the Data Science Specialization from Johns Hopkins University on Coursera. The specialization includes 10 courses covering topics like R programming, getting and cleaning data, exploratory data analysis, reproducible research, statistical inference, regression models, practical machine learning, developing data products, and a capstone. It provides an overview of the full data science pipeline and teaches skills for working with large datasets, statistical analysis, machine learning, and communicating results. This certificate does not confer academic credit but verifies completion of the online, non-credit specialization.
Companies are re-imagining their business in a digital avatar. Data is the new literacy of our age. How are professionals who are not data scientists to contributed? My talk shows how people can enable digital transformation no matter where they are in an organization. You do not have to know coding to thrive in the digital age.
Given at Monsanto India's Women's Network, Prasiti.
Completed Reproducible Research from Data Science Track offered by Johns Hopkins University. Thanks to Prof. Caffo, Peng and Leek. Thanks to my peers who graded homework assignments and came back with thoughtful comments.
Sanjay Bhatikar successfully completed the Coursera course Statistical Inference from Johns Hopkins University with distinction on May 11, 2015. The course provided an overview of statistical inference goals, assumptions, and modes, and students who successfully completed the course would be able to perform inferential tasks and apply skills to more complex problems. The certificate was signed by three professors from the Department of Biostatistics at the Johns Hopkins Bloomberg School of Public Health.
Sanjay Bhatikar completed the Coursera course "Getting and Cleaning Data" from Johns Hopkins University with distinction. The course covered obtaining data from various sources and cleaning/tidying it. It addressed the components of a complete data set including raw data, processing instructions, codebooks, and processed data. The course was led by Jeffrey Leek, Roger Peng, and Brian Caffo from the Johns Hopkins Bloomberg School of Public Health.
The ladder is commonly cited as a metaphor for career path. However, a ladder has only so many rungs. Smart leaders know that there is not one ladder in any organization and use that knowledge to accelerate career growth. Here's a new metaphor drawn from meteoric career graphs for you to apply.
Traditional agriculture evokes images of soil and dirt, bags of seed and tractors with ploughs? Tradition dies hard in agriculture, yet the winds of change are blowing. Big Data, Mobility and the Internet of Things are whipping up a storm. Here's a view from one IT team in Bangalore that's in the thick of the transformation.
Sanjay Bhatikar completed The Data Scientist's Toolbox course offered by Johns Hopkins University on Coursera with distinction on April 03, 2015. The course provided an overview of the conceptual ideas and practical tools used by data analysts and scientists, including version control, markdown, git, GitHub, R, and RStudio. The course was led by Jeffrey Leek, Roger Peng, and Brian Caffo of Johns Hopkins Bloomberg School of Public Health.
Sanjay Bhatikar completed the Coursera course "R Programming" from Johns Hopkins University with distinction in April 2015. The course covered programming in R for effective data analysis, including reading data into R, accessing packages, writing functions, debugging code, and organizing code. It was taught by Roger D. Peng, Jeffrey Leek, and Brian Caffo from the Department of Biostatistics at the Johns Hopkins Bloomberg School of Public Health.
Everyone desires a fruitful career path. Yet, individuals, teams and organizations often fail to pay attention to career path. Want a framework to get a dialogue started? Here's one that has worked in almost every kind of organization. Use it, and share your experience with others.
Global warming, epidemic outbreaks, geo-political uncertainty .. constant turbulence seems to be the new normal. Do you have what it takes to lead in turbulent times? Shackleton's failed attempt to journey across Antartica makes a compelling study of leadership in turbulent times. One of the most sought-after studies in Harvard Business School's case-book, shall inspire and educate you.
You probably remember the last time you received feedback from your boss. When was the last time you received feedback from a peer? Research shows that peer-peer feedback is one the most effective ways to shape the culture and create a Great Place to Work. Yet, it is also one of the most under-utilized. We use Focused Feedback as a tool to make a habit of peer-peer feedback.
The document provides tips for driving change by appealing to human psychology and behaviors. It suggests motivating people internally by finding what excites them ("the Elephant") rather than relying only on logic ("the Rider"). Several examples are given of successful changes that were achieved by focusing on habits, identity, progress, social influence and other behavioral factors rather than analysis alone. Leading change is made easier when it is broken into smaller steps and clear goals.
Don't tell employees what to do. Rather, tell them what needs to be accomplished. Let them figure out how to do it. More likely than not, they shall devise a better way than any manager can think of.
Gamification is the new rage! Can it be applied to weighty corporate matters, like, say, IT Strategy? What if I told you, you can, and showed you how. And what if I could save you a ton of money along the way? Tell me what it is worth to you.
How many IT professionals can claim to be applying their IT skills to solve world hunger? Today's Agri-Biotech industry is pushing the frontiers of technology, propelled by innovative IT. Advances in Genetics have rendered it feasible to engineer crops, much like an automobile or a cell-phone. Agri-Biotech offers some of the most compelling career options for bright and curious minds in IT.
Ever wondered about successful change enablement? We live in times where change is the only constant. What if there were a secret recipe for leading change successfully? Wouldn't that be worth a lot to you? There is such a recipe and it is a proven one. Read on, and beware! What you find may change your life.
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.
This document provides strategies for managers to avoid burnout and be effective. It discusses the importance of having multiple leadership styles to adapt to different situations rather than relying on just one. Having forgiveness, clarity and being both nice and tough are identified as effective styles. It also emphasizes the value of using meetings strategically by defining their purpose in advance, such as for making announcements or having members report. Limiting discussions and keeping meetings focused on their goals is advised to make them productive. Overall, the document outlines techniques for managing daily challenges, adapting one's approach, and using meetings efficiently to sustain effectiveness over the long term.
The document describes lessons learned from a tug-of-war competition where a team with less talented players used standardized processes to win 5 games in a row and take the championship. The key processes included bending at the knees instead of hips, yelling in unison while making war faces, and envisioning an elephant helping pull from behind. The moral is that a team with strong, coordinated processes can overcome a team with superior individual talent.
The document discusses Lean Six Sigma and provides definitions, principles, and guidance on its application. Some key points:
1. Lean Six Sigma is a framework that provides a structured approach to eliminate waste and improve customer satisfaction. It aims to fix processes to improve outcomes.
2. Measurement is key to Lean Six Sigma as it allows for identification of problems and tracking of improvements. Processes must have measurable outcomes.
3. Lean Six Sigma can be applied to both manufacturing and service industries by focusing on eliminating waste and defects across the entire lifecycle of a product or service.
PROJECT REPORT ON PASTA MACHINE - KP AUTOMATIONS - PASTA MAKING MACHINE PROJE...yadavchandan322
油
All the materials and content contained in Project report is for educational purpose and reflect the views of the industry which are drawn from various research on pasta machine. PM FME- Detailed Project Report of Multigrain Pasta Making Unit. 3. 1. PROJECT ... A pasta extruder is a machine that makes pasta dough through dies to.The process is quite simple and requires not much skilled labour. The machine itself is high technology and provides the manufacturers to produce noodles with. In this article, you will be able to get all the detail about a pasta-making business unit in India and the financial status of this business as well.ENGINEERS INDIA RESEARCH INSTITUTE - Service Provider of Project Report on PASTA PRODUCTION PLANT (SHORT PASTA) [CODE NO. 1632] based in Delhi, India.
Macaroni Machines are used to produce pasta from the raw material. With ... The views expressed in this Project Report are advisory in nature. SAMADHAN.
Sanjay Bhatikar completed the Coursera course "R Programming" from Johns Hopkins University with distinction in April 2015. The course covered programming in R for effective data analysis, including reading data into R, accessing packages, writing functions, debugging code, and organizing code. It was taught by Roger D. Peng, Jeffrey Leek, and Brian Caffo from the Department of Biostatistics at the Johns Hopkins Bloomberg School of Public Health.
Everyone desires a fruitful career path. Yet, individuals, teams and organizations often fail to pay attention to career path. Want a framework to get a dialogue started? Here's one that has worked in almost every kind of organization. Use it, and share your experience with others.
Global warming, epidemic outbreaks, geo-political uncertainty .. constant turbulence seems to be the new normal. Do you have what it takes to lead in turbulent times? Shackleton's failed attempt to journey across Antartica makes a compelling study of leadership in turbulent times. One of the most sought-after studies in Harvard Business School's case-book, shall inspire and educate you.
You probably remember the last time you received feedback from your boss. When was the last time you received feedback from a peer? Research shows that peer-peer feedback is one the most effective ways to shape the culture and create a Great Place to Work. Yet, it is also one of the most under-utilized. We use Focused Feedback as a tool to make a habit of peer-peer feedback.
The document provides tips for driving change by appealing to human psychology and behaviors. It suggests motivating people internally by finding what excites them ("the Elephant") rather than relying only on logic ("the Rider"). Several examples are given of successful changes that were achieved by focusing on habits, identity, progress, social influence and other behavioral factors rather than analysis alone. Leading change is made easier when it is broken into smaller steps and clear goals.
Don't tell employees what to do. Rather, tell them what needs to be accomplished. Let them figure out how to do it. More likely than not, they shall devise a better way than any manager can think of.
Gamification is the new rage! Can it be applied to weighty corporate matters, like, say, IT Strategy? What if I told you, you can, and showed you how. And what if I could save you a ton of money along the way? Tell me what it is worth to you.
How many IT professionals can claim to be applying their IT skills to solve world hunger? Today's Agri-Biotech industry is pushing the frontiers of technology, propelled by innovative IT. Advances in Genetics have rendered it feasible to engineer crops, much like an automobile or a cell-phone. Agri-Biotech offers some of the most compelling career options for bright and curious minds in IT.
Ever wondered about successful change enablement? We live in times where change is the only constant. What if there were a secret recipe for leading change successfully? Wouldn't that be worth a lot to you? There is such a recipe and it is a proven one. Read on, and beware! What you find may change your life.
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.
This document provides strategies for managers to avoid burnout and be effective. It discusses the importance of having multiple leadership styles to adapt to different situations rather than relying on just one. Having forgiveness, clarity and being both nice and tough are identified as effective styles. It also emphasizes the value of using meetings strategically by defining their purpose in advance, such as for making announcements or having members report. Limiting discussions and keeping meetings focused on their goals is advised to make them productive. Overall, the document outlines techniques for managing daily challenges, adapting one's approach, and using meetings efficiently to sustain effectiveness over the long term.
The document describes lessons learned from a tug-of-war competition where a team with less talented players used standardized processes to win 5 games in a row and take the championship. The key processes included bending at the knees instead of hips, yelling in unison while making war faces, and envisioning an elephant helping pull from behind. The moral is that a team with strong, coordinated processes can overcome a team with superior individual talent.
The document discusses Lean Six Sigma and provides definitions, principles, and guidance on its application. Some key points:
1. Lean Six Sigma is a framework that provides a structured approach to eliminate waste and improve customer satisfaction. It aims to fix processes to improve outcomes.
2. Measurement is key to Lean Six Sigma as it allows for identification of problems and tracking of improvements. Processes must have measurable outcomes.
3. Lean Six Sigma can be applied to both manufacturing and service industries by focusing on eliminating waste and defects across the entire lifecycle of a product or service.
PROJECT REPORT ON PASTA MACHINE - KP AUTOMATIONS - PASTA MAKING MACHINE PROJE...yadavchandan322
油
All the materials and content contained in Project report is for educational purpose and reflect the views of the industry which are drawn from various research on pasta machine. PM FME- Detailed Project Report of Multigrain Pasta Making Unit. 3. 1. PROJECT ... A pasta extruder is a machine that makes pasta dough through dies to.The process is quite simple and requires not much skilled labour. The machine itself is high technology and provides the manufacturers to produce noodles with. In this article, you will be able to get all the detail about a pasta-making business unit in India and the financial status of this business as well.ENGINEERS INDIA RESEARCH INSTITUTE - Service Provider of Project Report on PASTA PRODUCTION PLANT (SHORT PASTA) [CODE NO. 1632] based in Delhi, India.
Macaroni Machines are used to produce pasta from the raw material. With ... The views expressed in this Project Report are advisory in nature. SAMADHAN.
Industry 4.0: Transforming Modern Manufacturing and BeyondGtxDriver
油
This document explores the fundamental concepts, technologies, and applications of Industry 4.0. Topics include automation, IoT (Internet of Things), smart factories, cyber-physical systems, and the integration of AI and big data analytics in industrial processes. It serves as a comprehensive resource for students, professionals, and enthusiasts eager to delve into the fourth industrial revolution.
Distributed System Models and Enabling Technologies: Scalable Computing Over the
Internet, Technologies for Network Based Systems, System Models for Distributed and
Cloud Computing, Software Environments for Distributed Systems and Clouds,
Performance, Security and Energy Efficiency.
Intro of Airport Engg..pptx-Definition of airport engineering and airport pla...Priyanka Dange
油
Definition of airport engineering and airport planning, Types of surveys required for airport site, Factors affecting the selection of site for Airport
Shaping Skylines- The Evolution of Real Estate Development and the Vision of ...josephmigliorini1
油
Real estate development has long been a cornerstone of economic growth, community formation, and urban transformation. At its best, it fuses design, functionality, and vision to bring vibrant spaces to life. As cities expand and populations shift, the role of a real estate developer evolves from simply constructing buildings to reimagining how people live, work, and connect. Among those leading this evolution is Joe Migliorini, a seasoned developer whose work embodies both innovation and integrity.
Electromobility, or e-mobility, refers to the use of electric powertrain technologies, in-vehicle information, and communication technologies, and connected infrastructure to enable electric vehicles (EVs) and reduce dependence on fossil fuels. As the world faces increasing environmental challenges such as climate change, air pollution, and the depletion of natural resources, electromobility has emerged as a promising solution for sustainable transportation.
At the heart of electromobility are electric vehicles, which include battery electric vehicles (BEVs), plug-in hybrid electric vehicles (PHEVs), and fuel cell electric vehicles (FCEVs). These vehicles use electricity either stored in batteries or generated through hydrogen fuel cells, drastically reducing or even eliminating tailpipe emissions. Compared to internal combustion engine (ICE) vehicles, EVs have significantly lower greenhouse gas emissions over their lifecycle, especially when powered by renewable energy sources like wind or solar.
One of the primary drivers of the electromobility revolution is the urgent need to decarbonize transportation. The transport sector contributes nearly one-quarter of global CO emissions, with road vehicles being the largest contributors. Transitioning to electric vehicles helps countries meet their climate goals under international agreements such as the Paris Accord. Furthermore, cities struggling with air pollution see electromobility as a way to improve public health by reducing harmful pollutants like nitrogen oxides and particulate matter.
In addition to environmental benefits, electromobility offers economic advantages. EVs have lower operating and maintenance costs due to fewer moving parts and greater energy efficiency. Governments around the world have supported this shift by offering subsidies, tax incentives, and investing in charging infrastructure. The development of fast-charging networks and home-charging solutions has made EV ownership more convenient than ever before.
Technological advancements in battery chemistry, such as lithium-ion and solid-state batteries, are improving driving range and reducing charging time. At the same time, smart charging systems and vehicle-to-grid (V2G) technologies are integrating EVs into the broader energy ecosystem. In V2G systems, EVs can feed electricity back into the grid during peak demand periods, creating a more resilient and balanced power network.
Electromobility extends beyond private passenger cars. It includes electric buses, trucks, bikes, scooters, and even ferries and airplanes. Public transportation authorities are increasingly adopting electric buses to reduce emissions and noise in urban areas. E-bikes and scooters provide convenient, zero-emission alternatives for short-distance travel, supporting the development of last mile mobility solutions.
1. COURSERA DATA SCIENCE TRACK
Thanks to Professors Caffo, Peng and Leek. As well as peers who have reviewed my
assignments, graded them, and come back with thoughtful comments.
- Sanjay Bhatikar