The presentation describes an experimental interdisciplinary course in Multivariate Calculus and Newtonian Physics at the United States Military Academy in 2000.
Ordinary people included anyone who is not a Geek like myself. This book is written for ordinary people. That includes manager, marketers, technical writers, couch potatoes and so on.
Data Science and Analytics for Ordinary People is a collection of blogs I have written on LinkedIn over the past year. As I continue to perform big data analytics, I continue to discover, not only my weaknesses in communicating the information, but new insights into using the information obtained from analytics and communicating it. These are the kinds of things I blog about and are contained herein.
Simulation Educators' training is grounded in practical experience from the military, defense industry financial services industry and insurance industry.
This a reduced PDF version of the hardcover book available at http://www.lulu.com/shop/jeffrey-strickland/predictive-analytics-using-r/hardcover/product-22000910.html, at a 40% discount. It will soon be available on Amazon.
Ordinary people included anyone who is not a Geek like myself. This book is written for ordinary people. That includes manager, marketers, technical writers, couch potatoes and so on.
Data Science and Analytics for Ordinary People is a collection of blogs I have written on LinkedIn over the past year. As I continue to perform big data analytics, I continue to discover, not only my weaknesses in communicating the information, but new insights into using the information obtained from analytics and communicating it. These are the kinds of things I blog about and are contained herein.
Simulation Educators' training is grounded in practical experience from the military, defense industry financial services industry and insurance industry.
This a reduced PDF version of the hardcover book available at http://www.lulu.com/shop/jeffrey-strickland/predictive-analytics-using-r/hardcover/product-22000910.html, at a 40% discount. It will soon be available on Amazon.
Tips and Tricks to Clear - CSIR-UGC NET- Physical SciencesMeenakshisundaram N
Power point presentation on Tips and Tricks to clear entrance exams at Post-graduate level of Physics Curriculum in India, primarily focusing on CSIR-UGC NET. Its evolved based on the author's experience in guiding hundreds students for more than 18 years in clearing various entrance exams in Physical sciences such as GATE/NET/SET/JEST/TIFR//Polytechnic Colleges Faculty Selection/PG-TRB etc., Entrance Exams.
Tips and Tricks to Clear - CSIR-UGC NET- Physical SciencesMeenakshisundaram N
Power point presentation on Tips and Tricks to clear entrance exams at Post-graduate level of Physics Curriculum in India, primarily focusing on CSIR-UGC NET. Its evolved based on the author's experience in guiding hundreds students for more than 18 years in clearing various entrance exams in Physical sciences such as GATE/NET/SET/JEST/TIFR//Polytechnic Colleges Faculty Selection/PG-TRB etc., Entrance Exams.
SEAS - Systems Effectiveness Analysis Simulation - Space Surveillance Radar Study for US Army Space and Missile Defense Command. Presented at Spring SMC 2007. Approved for Public Release.
This is the true and substantiated story of the Knights Templar from the time they were formed after the 1st Crusade to the time they were disbanded 1315. It is told from both sides, Christian and Muslim.
This book is about predictive modeling. Yet, each chapter could easily be handled by an entire volume of its own. So one might think of this as a survey of predictive models, both statistical and machine learning. We define predictive modeling as a statistical model or machine learning model used to predict future behavior based on past behavior.
Predictive modeling and predictive analytics has often been used as synonyms. In recent years, that has been changing and predictive modeling is really as subset of analytics, which may also include descriptive and decision modeling. Of course it also encompasses the data mining and analysis that must be performed before and after.
In order to use this book, the reader should have a basic understanding of statistics (statistical inference, models, tests, etc.)—this is an advanced book. Every chapter culminates in an example using R. R is a free software environment for statistical computing and graphics. It compiles and runs on a wide variety of UNIX platforms, Windows and MacOS.
Combat Modeling for Simulation
Tutorial Outline
• Simulation Scenario Development
o what are the elements of a scenario
o how to develop scenarios
• Environmental Modeling
o how to model the environment
• Physical Modeling
o how to move
o how to sense or detect
o how to shoot (are create other effects)
o how to communicate
• Behavioral Modeling (Backup—as time permits)
o how to make decisions
Normal Labour/ Stages of Labour/ Mechanism of LabourWasim Ak
Normal labor is also termed spontaneous labor, defined as the natural physiological process through which the fetus, placenta, and membranes are expelled from the uterus through the birth canal at term (37 to 42 weeks
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...Levi Shapiro
Letter from the Congress of the United States regarding Anti-Semitism sent June 3rd to MIT President Sally Kornbluth, MIT Corp Chair, Mark Gorenberg
Dear Dr. Kornbluth and Mr. Gorenberg,
The US House of Representatives is deeply concerned by ongoing and pervasive acts of antisemitic
harassment and intimidation at the Massachusetts Institute of Technology (MIT). Failing to act decisively to ensure a safe learning environment for all students would be a grave dereliction of your responsibilities as President of MIT and Chair of the MIT Corporation.
This Congress will not stand idly by and allow an environment hostile to Jewish students to persist. The House believes that your institution is in violation of Title VI of the Civil Rights Act, and the inability or
unwillingness to rectify this violation through action requires accountability.
Postsecondary education is a unique opportunity for students to learn and have their ideas and beliefs challenged. However, universities receiving hundreds of millions of federal funds annually have denied
students that opportunity and have been hijacked to become venues for the promotion of terrorism, antisemitic harassment and intimidation, unlawful encampments, and in some cases, assaults and riots.
The House of Representatives will not countenance the use of federal funds to indoctrinate students into hateful, antisemitic, anti-American supporters of terrorism. Investigations into campus antisemitism by the Committee on Education and the Workforce and the Committee on Ways and Means have been expanded into a Congress-wide probe across all relevant jurisdictions to address this national crisis. The undersigned Committees will conduct oversight into the use of federal funds at MIT and its learning environment under authorities granted to each Committee.
• The Committee on Education and the Workforce has been investigating your institution since December 7, 2023. The Committee has broad jurisdiction over postsecondary education, including its compliance with Title VI of the Civil Rights Act, campus safety concerns over disruptions to the learning environment, and the awarding of federal student aid under the Higher Education Act.
• The Committee on Oversight and Accountability is investigating the sources of funding and other support flowing to groups espousing pro-Hamas propaganda and engaged in antisemitic harassment and intimidation of students. The Committee on Oversight and Accountability is the principal oversight committee of the US House of Representatives and has broad authority to investigate “any matter” at “any time” under House Rule X.
• The Committee on Ways and Means has been investigating several universities since November 15, 2023, when the Committee held a hearing entitled From Ivory Towers to Dark Corners: Investigating the Nexus Between Antisemitism, Tax-Exempt Universities, and Terror Financing. The Committee followed the hearing with letters to those institutions on January 10, 202
How to Make a Field invisible in Odoo 17Celine George
It is possible to hide or invisible some fields in odoo. Commonly using “invisible” attribute in the field definition to invisible the fields. This slide will show how to make a field invisible in odoo 17.
Embracing GenAI - A Strategic ImperativePeter Windle
Artificial Intelligence (AI) technologies such as Generative AI, Image Generators and Large Language Models have had a dramatic impact on teaching, learning and assessment over the past 18 months. The most immediate threat AI posed was to Academic Integrity with Higher Education Institutes (HEIs) focusing their efforts on combating the use of GenAI in assessment. Guidelines were developed for staff and students, policies put in place too. Innovative educators have forged paths in the use of Generative AI for teaching, learning and assessments leading to pockets of transformation springing up across HEIs, often with little or no top-down guidance, support or direction.
This Gasta posits a strategic approach to integrating AI into HEIs to prepare staff, students and the curriculum for an evolving world and workplace. We will highlight the advantages of working with these technologies beyond the realm of teaching, learning and assessment by considering prompt engineering skills, industry impact, curriculum changes, and the need for staff upskilling. In contrast, not engaging strategically with Generative AI poses risks, including falling behind peers, missed opportunities and failing to ensure our graduates remain employable. The rapid evolution of AI technologies necessitates a proactive and strategic approach if we are to remain relevant.
Model Attribute Check Company Auto PropertyCeline George
In Odoo, the multi-company feature allows you to manage multiple companies within a single Odoo database instance. Each company can have its own configurations while still sharing common resources such as products, customers, and suppliers.
Unit 8 - Information and Communication Technology (Paper I).pdfThiyagu K
This slides describes the basic concepts of ICT, basics of Email, Emerging Technology and Digital Initiatives in Education. This presentations aligns with the UGC Paper I syllabus.
Macroeconomics- Movie Location
This will be used as part of your Personal Professional Portfolio once graded.
Objective:
Prepare a presentation or a paper using research, basic comparative analysis, data organization and application of economic information. You will make an informed assessment of an economic climate outside of the United States to accomplish an entertainment industry objective.
Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...Dr. Vinod Kumar Kanvaria
Exploiting Artificial Intelligence for Empowering Researchers and Faculty,
International FDP on Fundamentals of Research in Social Sciences
at Integral University, Lucknow, 06.06.2024
By Dr. Vinod Kumar Kanvaria
Operation “Blue Star” is the only event in the history of Independent India where the state went into war with its own people. Even after about 40 years it is not clear if it was culmination of states anger over people of the region, a political game of power or start of dictatorial chapter in the democratic setup.
The people of Punjab felt alienated from main stream due to denial of their just demands during a long democratic struggle since independence. As it happen all over the word, it led to militant struggle with great loss of lives of military, police and civilian personnel. Killing of Indira Gandhi and massacre of innocent Sikhs in Delhi and other India cities was also associated with this movement.
MAPH - Math & Physics and Interdisciplinary Course
1. U.S. Military Academy
West Point, New York
An Attempt to Combine Math and
Physics Courses at West Point
Department of Mathematical Sciences
LTC Jeff Strickland
LTC Joe Myers
MAJ Jon Shupenus
Prof. Duff Campbell
Department of Physics
COL Thomas Lainis
LTC Dave Bedey
MAJ Chris Lehner
Prof. Robert Fuller
2. Context
Other schools:
– University of Nebraska-Lincoln
– Villanova University
– Dartmouth College
– Montana State University
– Rose-Hulman Institute of Technology
– Portland State University
3. Why We Tried This Approach
For the students:
– Improve comprehension
– Minimize redundancy
– Emphasize problem solving
For the instructors:
– Seek connections and efficiencies
– Standardization and consistency
– Teach / learn new tools
4. Organization
Courses
– MA205(P): Calculus II (follows DDS Calc. I)
– PH251(M): first semester Advanced Physics
Students
– 64 Sophomores from the top of the class
– Excelled in Freshman math and chemistry
– “Mostly” volunteers, selected by physics department
5. Organization
Three WPRs a TEE in each course
– First WPR: one page counts towards the other course
– Second WPR: combined two-hour mid-term
– Third WPR: separate
– TEE: separate (used core-course TEEs)
Both classes in one room with adjacent lab
120 classroom hours
– Math: 56 lessons, 8 problem solving labs
– Physics: 40 lessons, 8 labs (x 2 hours)
WRR = Written Partial Review, TEE = Term End Exam
6. Two week schedule
Core course
Hr Mon Tue Wed Thu Fri
A PH201 PH201
B MA205 MA205 MA205 MA205
PM
A PH201 PH201 PH201
B MA205 MA205 MA205 MA205
PM PH LAB
(2 hr)
Combined course (e.g.first two weeks)
A MA205P
Parametric Eqns
MA205P
Vector Functions
B MA205P
Intro
PH251M
1 Dim. Motion
MA205P
Vectors
MA205P
Deriv Int of
Vector Fuctions
MA205P
Problem Solving
Lab
A
MA205P
Fundamental
Skills Exam
MA205P
Intersections
Collisions
B PH251M
2 Dim. Motion I
MA205P
Motion in Space
PH251M
2 Dim. Motion II
MA205P
Problem Solving
Lab
PH251M
LAB
Ballistic Motion
7. Redesigning The Courses
Physics sequence of topics was relatively fixed.
Math sequence was reordered to support physics.
Scheduling Philosophy:
– Schedule math topics first so that students learn the
mathematical tools before they need them in physics.
– Schedule physics immediately after the applicable math
topics to reinforce learned skills.
– Schedule problem-solving labs, in-class exercises, and
projects last in order to go beyond the normal limits of
either course
9. Combined Course Lessons
(e.g. first block of instruction)
Math
Course Intro Review
Parametric Equations
Vectors
Deriv. Int. of Vector Functions
Problem Solving Lab
Fundamental Skills Exam
Motion in Space
Eqns of Lines, Planes, Distance
Problem Solving Lab
Intersections Collisions
Dot Product
Cross Product
Problem Solving Lab Review
Major Exam
Physics
1 Dim. Motion
2 Dim. Motion
2 Dim. Motion
Ballistic Motion Lab
Newton’s Laws
Newton’s Laws
Newton’s Laws
10. Example material
Parametric equations
Linear motion
Rotational motion
2-D motion
Conservation of energy
0 10 20 30
0
1000
500
x
t
0 10 20 30
0
600
400
200
y
t
0 200 400 600 800
0
600
400
200
y
x
11. Context Rich Problems
Ravine
bridge
road
river
Mass of T64 = 38100 kg
Mass of bridge = 18500 kg
Maximum tension of each cable = 5.00 x 105 N
mk
= 0.400 (between bridge surface and tank pads)
ms = 0.500 (between bridge surface and tank pads)
SIDE VIEW
15 m
25 m
5 m
15 m
(enemy)
near
bank
(friendly)
far bank
a. Calculate the
maximum tension
permitted in each cable
such that if the cables
were designed to break at
this force, the enemy tank
would theoretically travel
15 meters across the
bridge (measured from the
near bank and shown by a
dotted line in the figure)
before the bridge
collapsed.
b. Assuming that the
cable strength is directly
proportional to the cross
sectional area of the cable,
calculate how deep you
should cut each cable.
cut line
12. ILAP #1: Bow Arrow Analysis
Predict and measure speed of arrow
Based on physical characteristics of bow and arrows
Determine range, engagement range, and max effective range
Concepts:
– Vector functions
– Extrema / Lagrange multipliers
– Total differential
– Intersections
– Work-Energy theorem
– Newton’s 2nd Law
– Ordinary differential equations
– Non-constant acceleration
Force Longbow
Compound Bow
Draw Length
13. ILAP #1 Resources
Bow arrows
Instructors
Handout
Web page
– Digital photos
– Digital videos
– Java applet
14. ILAP #2: Large Angle Pendulum
Develop formula for finding period of a “large
angle” pendulum
max
T r ò ÷ø ö
2 2 1
g d
q
q q
q
q
cos cos max
çè æ
÷ø ö
çè æ
-
=
Approximate solution to elliptic integral using
Taylor series
Design a physics lab experiment to test the theory
Oral / written reports
15. Hoped to find...
… improvement in math skills and retention
… improvement in physics skills and understanding
… improvement in problem solving skills
… increased appreciation for power of math physics
… better attitude towards math and physics
… synergistic areas to improve core courses
16. Preliminary Results
Our quantitative results
would be so singularly
impressive and awe
inspiring that all colleges
and universities across
America would adopt it.
This was not the case.
Results are mixed.
18. Performance
Course Size Grade FSE TEE
MA205P 64 91.8% 0.896 90.9%
MA205 Section 1 100 92.1% 0.821 91.9%
MA205 core 752 79.4% 0.596 76.1%
MA205X (99-2) 111 85.9% n/a n/a
PH251 34 87.7% n/a 83.3%
PH251M 64 87.0% n/a 78.1%
PH201 919 76.30% n/a 67.70%
The combined course did not hurt math grades.
From initial examination of qualitative feedback, the
students felt that the math course helped them in their
physics course, but the physics course did little to assist
them in their math course.
19. Performance
The math-physics course shows
stronger correlations than one year
earlier.
0.65 0.70 0.75 0.80 0.85 0.90 0.95 1.00
1.00
0.95
0.90
0.85
0.80
0.75
PH251M Final Grade
MA205P Final Grade
Grades not
hurt. Time is saved that can
be used for ???
MA205 Section 1
PH201
0.62
MA205X
PH251
0.65
MA205
PH251M
0.78
20. Course End Survey
Strongly Agree Agree Neutral Disagree Strongly Disagree
My fellow students contributed to my learning in this course.
USMA 29% 43% 18% 8% 2%
D/Math Sci 31% 45% 16% 7% 1%
D/Physics 32 41 19 7 1
MA205 30% 47% 15% 6% 1%
PH201 28 44 19 8 1
PH251 55 18 21 3 3
MA205P 47% 40% 8% 3% 2%
PH251M 77 14 6 3 0
In this course, my critical thinking ability increased.
USMA 33% 44% 16% 5% 1%
D/Math Sci 32% 48% 16% 4% 1%
D/Physics 43 42 11 3 0
MA205 37% 49% 11% 2% 1%
PH201 45 42 10 2 0
PH251 33 52 2 9 0
MA205P 44% 50% 6% 0% 0%
PH251M 50 31 14 5 0
I am more comfortable turning physical problems into math problems and interpreting results.
MA205P 19% 65% 15% 0% 2%
21. Student Comments
“I am confident that I learned more from this class
than I could have from the regular math or physics
classes. If your grade is your main focus, regular
classes would be better for you. But if you are
interested in really learning and understanding the
physics and math principles taught in PH251 and
MA205, this class is right for you .”
“Because I had a better grasp of the math, it
helped me to see the physics in a different
light.”
“This course is not for everyone.”
“I am extremely relieved that I am through with these two classes.”
I would not wish this course on my worst enemy.
22. Instructor Comments
Instructors can assist the students by referring to the
vocabulary of the mathematicians. As an example,
“intersection and collision.”
A spaceship captain is enroute to space station zebra
(coordinates...) along the parametric equation
shown. The captain wishes to shut down the engine
so that the ship can “coast” to the station. Where
should the engines be shut down?
Sum of the instructorship is greater than its parts.
flexibility of instructors
student centered learning
23. We decided to cover more
Extra topics
•Special relativity
•Many context rich problems
•Bow and Arrow interdisciplinary project
•Large angle interdisciplinary laboratory
•Terminal speed and coffee filter laboratory
•Large angle pendulum
•Two to four briefings
WELL THE EFFORT.
24. PH251M Time Survey
480
420
360
300
240
180
120
60
0
0 5 10 15 20 25 30 35 40
Lesson Number
Minutes of Preparation
Daily
Average
Reset Avg.
Thanksgiving
no longer graded
Navy
Graded daily
WWW homework
gives us 30 – 40 min
more preparation
time
“I’m working
harder than CDT
Smith who is
taking PH201,
and he is getting
an A with less
work.”
25. Lessons Learned
Students synthesis instructor synthesis
Professional growth for faculty
Student confidence
Coordination -- expensive but valuable
Common topics (e.g., total derivative /
uncertainty), notation
Technology / software (JAVA, Mathcad, wireless
keyboards)
Combined exams
26. If We Were Kings...
Both core courses
Coordinated schedules by topic
Interdisciplinary projects
separate but coordinated
combined
Same section rosters
Back to back classes
Coordinated labs
Same textbook
Weekly meetings
MA205
Modeling real systems
Applications
Demos / virtual experiments
Analytic geometry
PH201
HHCs
Mathcad
Experiments
real virtual