this topic covers all the steps involved in problem solving in computer science. It will help you understand that how can we go through different steps to find a good solution to a problem.
this topic covers all the steps involved in problem solving in computer science. It will help you understand that how can we go through different steps to find a good solution to a problem.
This presentation was done for a departmental professional development at my corporate company. It was done to introduce course developers with no education background into the concept of learning and why it was important to "buy in" to the theories. I created some content and pulled bits and pieces from other works. Sorry if I was lousy at
graduate degree in business or management can transform your professional life, opening the door to pro-motions, new opportunities, and new careers. For better or for worse, which business school you attend depends to some degree upon how well you do on the Graduate Management Admissions Test®(GMAT®).
Like the SAT®exam, ACT Assessment®, and GRE®test, the GMAT exam is a standardized test designed to help schools determine how well you might succeed in their graduate program. Of course, the GMAT exam is just one of the tools schools use to assess a candidate’s knowledge and skills, and it is by no means a def i n-itive measure. But it is an important test, and because your scores can determine your eligibility for certain programs and give you an edge over other candidates, it is important that you do well on the exam.
The GMAT exam is sponsored by the Graduate Management Admission Council®(GMAC®), a non-prof i t association of representatives from business schools around the world. Nearly 2,000 business schools use the GMAT exam, which is developed and administered by the Educational Testing Service®(ETS®), the same organization that develops and administers a number of other standardized tests including the SAT and TOEFL®exams. The majority of people taking the GMAT exam seek to enter MBA programs, but an increas-ing number of other graduate business and management programs are now offered, and many of these pro-
How to solve daily, chronic problems in your business with concepts from Poly...Redbox Studio
This presentation on problem–solving will give you an idea of the powerful and graspable techniques that you can use effectively to solve a great many of your current problems.
Mr Jay Menon was invited to speak to a group of business owners and senior managers at an event called Marketing Mojo Meetup organized by Redbox Studio.
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
This presentation was done for a departmental professional development at my corporate company. It was done to introduce course developers with no education background into the concept of learning and why it was important to "buy in" to the theories. I created some content and pulled bits and pieces from other works. Sorry if I was lousy at
graduate degree in business or management can transform your professional life, opening the door to pro-motions, new opportunities, and new careers. For better or for worse, which business school you attend depends to some degree upon how well you do on the Graduate Management Admissions Test®(GMAT®).
Like the SAT®exam, ACT Assessment®, and GRE®test, the GMAT exam is a standardized test designed to help schools determine how well you might succeed in their graduate program. Of course, the GMAT exam is just one of the tools schools use to assess a candidate’s knowledge and skills, and it is by no means a def i n-itive measure. But it is an important test, and because your scores can determine your eligibility for certain programs and give you an edge over other candidates, it is important that you do well on the exam.
The GMAT exam is sponsored by the Graduate Management Admission Council®(GMAC®), a non-prof i t association of representatives from business schools around the world. Nearly 2,000 business schools use the GMAT exam, which is developed and administered by the Educational Testing Service®(ETS®), the same organization that develops and administers a number of other standardized tests including the SAT and TOEFL®exams. The majority of people taking the GMAT exam seek to enter MBA programs, but an increas-ing number of other graduate business and management programs are now offered, and many of these pro-
How to solve daily, chronic problems in your business with concepts from Poly...Redbox Studio
This presentation on problem–solving will give you an idea of the powerful and graspable techniques that you can use effectively to solve a great many of your current problems.
Mr Jay Menon was invited to speak to a group of business owners and senior managers at an event called Marketing Mojo Meetup organized by Redbox Studio.
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
Explore our comprehensive data analysis project presentation on predicting product ad campaign performance. Learn how data-driven insights can optimize your marketing strategies and enhance campaign effectiveness. Perfect for professionals and students looking to understand the power of data analysis in advertising. for more details visit: https://bostoninstituteofanalytics.org/data-science-and-artificial-intelligence/
Techniques to optimize the pagerank algorithm usually fall in two categories. One is to try reducing the work per iteration, and the other is to try reducing the number of iterations. These goals are often at odds with one another. Skipping computation on vertices which have already converged has the potential to save iteration time. Skipping in-identical vertices, with the same in-links, helps reduce duplicate computations and thus could help reduce iteration time. Road networks often have chains which can be short-circuited before pagerank computation to improve performance. Final ranks of chain nodes can be easily calculated. This could reduce both the iteration time, and the number of iterations. If a graph has no dangling nodes, pagerank of each strongly connected component can be computed in topological order. This could help reduce the iteration time, no. of iterations, and also enable multi-iteration concurrency in pagerank computation. The combination of all of the above methods is the STICD algorithm. [sticd] For dynamic graphs, unchanged components whose ranks are unaffected can be skipped altogether.
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Empowering the Data Analytics Ecosystem: A Laser Focus on Value
The data analytics ecosystem thrives when every component functions at its peak, unlocking the true potential of data. Here's a laser focus on key areas for an empowered ecosystem:
1. Democratize Access, Not Data:
Granular Access Controls: Provide users with self-service tools tailored to their specific needs, preventing data overload and misuse.
Data Catalogs: Implement robust data catalogs for easy discovery and understanding of available data sources.
2. Foster Collaboration with Clear Roles:
Data Mesh Architecture: Break down data silos by creating a distributed data ownership model with clear ownership and responsibilities.
Collaborative Workspaces: Utilize interactive platforms where data scientists, analysts, and domain experts can work seamlessly together.
3. Leverage Advanced Analytics Strategically:
AI-powered Automation: Automate repetitive tasks like data cleaning and feature engineering, freeing up data talent for higher-level analysis.
Right-Tool Selection: Strategically choose the most effective advanced analytics techniques (e.g., AI, ML) based on specific business problems.
4. Prioritize Data Quality with Automation:
Automated Data Validation: Implement automated data quality checks to identify and rectify errors at the source, minimizing downstream issues.
Data Lineage Tracking: Track the flow of data throughout the ecosystem, ensuring transparency and facilitating root cause analysis for errors.
5. Cultivate a Data-Driven Mindset:
Metrics-Driven Performance Management: Align KPIs and performance metrics with data-driven insights to ensure actionable decision making.
Data Storytelling Workshops: Equip stakeholders with the skills to translate complex data findings into compelling narratives that drive action.
Benefits of a Precise Ecosystem:
Sharpened Focus: Precise access and clear roles ensure everyone works with the most relevant data, maximizing efficiency.
Actionable Insights: Strategic analytics and automated quality checks lead to more reliable and actionable data insights.
Continuous Improvement: Data-driven performance management fosters a culture of learning and continuous improvement.
Sustainable Growth: Empowered by data, organizations can make informed decisions to drive sustainable growth and innovation.
By focusing on these precise actions, organizations can create an empowered data analytics ecosystem that delivers real value by driving data-driven decisions and maximizing the return on their data investment.
2. • For this step, you must think about what you did to solve the
problem, and write down the steps to solve that particular
instance.
• Another way to think about this step, is to write down a clear set
of instructions that anyone else could follow to reproduce your
answer for the particular problem instance that you just solved.
• If you do multiple instances in Step 1, you will repeat Step 2
multiple times as well, once for each instance you did in Step 1.
• If an instruction is somewhat complex, that is all right, as long as
the instruction has a clear meaning—later, we will turn these
complex steps into their own programming problems, which will
get solved separately.
3. • The difficult part of Step 2 is thinking about exactly
what you did to accomplish the problem. The difficulty
here is that it is very easy to mentally gloss over small
details, "easy" steps, or things that you do implicitly.
• This difficulty is best illustrated by the peanut butter
and jelly exercise we mentioned earlier. Implicit
assumptions about what to do, or relying on common
sense lead to imprecise or omitted steps. The computer
will not fill in any steps you omit, thus you must be
careful to think through all the details.
4. • Returning to our example of computing x to the y,
we might write down the following steps for x = 3
and y = 4:
5. • The steps are very precise—and leave nothing to
guess work. Anyone who can perform basic
arithmetic can follow these steps to get the right
answer. Computers are very good at arithmetic, so
none of these steps is even complex enough to
require splitting into a sub-problem.