Smartphones and privacy

Smartphones and privacy

You are giving away lot of personal information with smart phone knowingly or unknowingly. These wearable devices looks cool but are nuisance to your privacy. Look at the traces you are leaving for apps. These apps have access to the camera and microphone. Some extra smart developers can always find a way to bypass security checks of OS.

Five Strategies for Utilizing Next-Generation Sales & Operation Planning

Five Strategies for Utilizing Next-Generation Sales & Operation Planning

 
Retailers are being hard hit by an unprecedented confluence of economic conditions negatively impacting consumer spending. The economy is forcing companies to scrutinize their business strategies and better align their changing demand patterns with their capacities, resources, marketing programs, and budgets to ensure they are investing in those product lines and channels of sales that can deliver the highest profits during these volatile times.

Leading companies, recognizing the need to transition from disparate, decentralized business decisions, are rethinking the role that Sales & Operation Planning (S&OP) can play in managing their business. They are moving beyond simplistic and purely tactical approaches of using S&OP as a means of balancing supply and demand within their supply chain, and instead using it as a way of aligning product launches, marketing and sales programs, production plans, and resource allocations to ensure their investments are being made appropriately to achieve their strategic business objectives.

JDA offers the following five strategies – based on industry best practices – that can help companies develop, implement and maximize the benefits of next-generation approaches to S&OP.

1. Transition S&OP from Tactical to Strategic. The view of S&OP as a means to tactically balance supply and demand within the short-term horizon in the supply chain is restrictive. Leading companies view S&OP more strategically, shifting from a purely tactical implementation to utilizing S&OP as a critical element for more strategic integrated business planning. A strategic S&OP orientation aligns all supply chain plans with the corporate financial objectives and strategy, eliminating internal and external silos and taking a company to the next level of planning.

A solution that provides the information and workflows to support the proven S&OP best-practice processes will enable the synchronization of supply, demand, marketing programs, sales programs, financial goals and the achievement of a strategic business plan. Using S&OP to focus on the medium- to long-term horizon where decisions can have a strategic impact has delivered significant improvements to companies that have truly adopted S&OP as an integrated business process.

2. Cross-Functional People and Process Integration is Key. In an industry best-practices survey conducted by JDA in April 2008, 89 percent of respondents use S&OP or some other process for balancing demand with supply. For 38 percent of the respondents, the supply chain organization was taking the lead to deploy and facilitate the S&OP processes. A majority (60 percent) utilized their S&OP processes as a means of managing the supply side of their businesses.

Next-generation S&OP processes and solutions are bridging gaps between the demand and supply side of manufacturing operations, logistics, purchasing and upstream suppliers; while also integrating profitability analysis and securing senior leadership involvement to drive strategic business decisions. Synchronizing plans upstream and downstream provides the best possible decision making process for demand-side sales, marketing, financial and the supply-side operational plans – for a far faster return on investment.

3. Leverage the Power of an Integrated S&OP Solution. Companies have traditionally employed a range of software applications to support S&OP processes, often requiring time-consuming data extracts and manually transposing data into multiple spreadsheets and reports. However, independent, disconnected software applications can place a company at risk with outdated data lingering on desktops – fostering inconsistencies in terms of analysis assumptions.

It doesn’t take long for downstream users to start questioning data integrity, allowing the opportunity for problems to arise. An integrated solution with built-in, best-practice workflows provides significant benefits by reducing resources spent collecting and analyzing data, building spreadsheets, and transposing the data into presentable formats to support management review.

The right next-generation S&OP solution offers effective capabilities for providing forward-looking views of the business to support the appropriate product, demand, supply, financial and management reviews in a graphical orientation that quickly identifies business impacts, allowing for rapid, informed decision-making.

4. Incorporate Key Corporate Metrics and Long-View Forecasting and Planning. S&OP has the power to impact key corporate metrics, including improvements in customer service, inventory levels, as well as purchasing, production and expediting cost reductions. The process ideally provides continuous improvement in inventory turns, sales, cost metrics and manufacturing efficiencies – with relevant benchmarks linked directly to individuals involved in cross-functional processes and held accountable to a unified S&OP plan.

Industry best practices have evolved from short-term demand and production planning, to a more strategic time horizon that enables a more impactful effect on the attainment of corporate-wide goals and financial commitments. Companies that previously may have had only a cursory understanding of current fiscal year projections are now able to expand their horizon to two to three years or more. Leading S&OP solutions offer unconstrained and constrained views of demand and capacity needs for proactive long-term planning – facilitating optimal responses, as well as shaping future demand to meet business objectives.

5. Formalize Leadership Structure and Accountability for Optimal S&OP Benefits. In JDA’s survey, nearly 75 percent of respondents cited corporate culture issues as barriers to effective S&OP implementation. In particular, there was a lack of leadership and support from executive ranks, with only 16 percent of CEOs regularly involved in the S&OP process. Accountability was low across the board. Additionally, demand and manufacturing plans were most commonly cited as the sole outputs of S&OP.

S&OP offers strategic capabilities to ensure plans in all functions and geographies are aligned and support company strategies. Cross-functional integration optimizes transparency and facilitates better communication from upper management, with clear lines between leadership decisions and their impact on departments and results. The process should be formalized and spearheaded by senior management on a monthly basis, evaluating and making decisions based on accurate time-phased projections that ensure corporate objectives and strategies are attained.

Forward thinking companies are already implementing best-practice S&OP processes and technology to synchronize their supply, demand and execution to achieve the desired financial results. While an ambitious goal, the process can be approached incrementally as resources permit. S&OP integration is applicable to virtually all enterprises, regardless of their capabilities, size and industry. The right strategies can yield dramatic and brisk returns in terms of inventory reductions, improved fill rates to customers, reduced costs and enhanced revenues. Those companies that succeed in planning beyond near-term forecasts and short-term goals will find themselves well positioned to compete despite volatile market forces and future economic conditions.

 
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How to ask better questions.

 

How to ask better questions.

Since my tips to improve your writing in two minutes were so popular, I thought I’d share some similar tips to improve your next conversation.

Following are the simplest tips I can give you to ask better questions, which will make your conversations more valuable to you and the people you engage with.

Don’t ask yes/no questions.

Open-ended questions generate more interesting responses because they unlock more information from people.

Example: Don’t ask, “Do you like movies?” You’ll get a more interesting answer if you ask, “Why do you like movies?”

Ask “why” three times.

This is the easiest way to deepen the level of a conversation.

Example: If you ask a person why they like movies and they answer because it’s a good escape, you can follow up with, “Why do you feel like you need an escape?” If they answer because their job is stressful, you can follow up with “Why is your job stressful?” Repeated “Why” questions can turn a simple question about movies into a much deeper conversation.

Ask about specifics, not generalizations.

Questions about specifics lead people to give you answers that are not generic.

Example: Don’t ask, “What was fun about your trip?” Instead, drill down and ask, “What was the single most fun moment of the trip?”

Ask about reactions.

Frame questions around a person’s reactions to experiences in their life — what surprised them, challenged them, or changed their viewpoint.

Example: Don’t ask, “What’s it like to be a doctor?” Instead, ask “What’s the most surprising thing you’ve discovered about being a doctor?”

Ask follow-up questions.

When you ask a question, pay attention to the answer and ask a follow-up question about it to dig deeper.

Example: If a person says the most surprising thing about being a doctor is how uncomfortable people get in hospitals, follow up with a question like, “What do you do to help make them more comfortable?”

Ask about lessons.

If your goal is to learn from somebody, the easiest shortcut to do that is to ask them what they’ve learned.

Example: Ask questions like, “What did you learn from working with that client?,” “What do you wish you knew before you started working with them?,” and “What advice would you have for others who want to get into your field?”

Ask for a story.

The most interesting information is found in stories, so ask people to tell you one.

Example: Don’t ask, “What’s it like to be a teacher?” Instead, ask “What’s the craziest thing that’s ever happened to you in a class?”

Ask like a kid.

If you don’t fully understand something and want more clarity, ask a person how they would explain it to a kid or somebody with no experience on the subject.

Example: Instead of asking, “Can you explain that product feature again?,” ask “How would you explain that feature to somebody who’s never seen our product before?”

Ask what else you should ask.

When you wrap up your questions, give the other person an opportunity to tell you what you should have asked. They will likely suggest a question that provides valuable information.

Example: Ask, “Am I missing anything? What’s the question nobody ever asks you but you wish they would?

 

Credits: By Josh Spector November 16, 2016

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CALCULUS I

Download Calculus

 

www.stat.wisc.edu/~ifischer/calculus.pdf

https://notendur.hi.is/adl2/CalcI_Complete.pdf

https://ocw.mit.edu/ans7870/resources/Strang/Edited/Calculus/Calculus.pdf

 

Table of Contents
Preface …………………………………………………………………………………………………………………………. iii
Outline …………………………………………………………………………………………………………………………. iv
Review…………………………………………………………………………………………………………………………… 2
Introduction ……………………………………………………………………………………………………………………………. 2
Review : Functions ………………………………………………………………………………………………………………….. 4
Review : Inverse Functions …………………………………………………………………………………………………….. 10
Review : Trig Functions …………………………………………………………………………………………………………. 17
Review : Solving Trig Equations ……………………………………………………………………………………………… 24
Review : Solving Trig Equations with Calculators, Part I ………………………………………………………….. 33
Review : Solving Trig Equations with Calculators, Part II …………………………………………………………. 44
Review : Exponential Functions ……………………………………………………………………………………………… 49
Review : Logarithm Functions ………………………………………………………………………………………………… 52
Review : Exponential and Logarithm Equations ………………………………………………………………………. 58
Review : Common Graphs ………………………………………………………………………………………………………. 64
Limits ………………………………………………………………………………………………………………………….. 76
Introduction ………………………………………………………………………………………………………………………….. 76
Rates of Change and Tangent Lines ………………………………………………………………………………………… 78
The Limit ………………………………………………………………………………………………………………………………. 87
One‐Sided Limits …………………………………………………………………………………………………………………… 97
Limit Properties …………………………………………………………………………………………………………………….103
Computing Limits ………………………………………………………………………………………………………………….109
Infinite Limits ……………………………………………………………………………………………………………………….117
Limits At Infinity, Part I ………………………………………………………………………………………………………….126
Limits At Infinity, Part II ………………………………………………………………………………………………………..135
Continuity ……………………………………………………………………………………………………………………………..144
The Definition of the Limit ……………………………………………………………………………………………………..151
Derivatives …………………………………………………………………………………………………………………. 166
Introduction ………………………………………………………………………………………………………………………….166
The Definition of the Derivative ……………………………………………………………………………………………..168
Interpretations of the Derivative ……………………………………………………………………………………………174
Differentiation Formulas ……………………………………………………………………………………………………….179
Product and Quotient Rule …………………………………………………………………………………………………….187
Derivatives of Trig Functions …………………………………………………………………………………………………193
Derivatives of Exponential and Logarithm Functions ………………………………………………………………204
Derivatives of Inverse Trig Functions ……………………………………………………………………………………..209
Derivatives of Hyperbolic Functions ……………………………………………………………………………………….215
Chain Rule …………………………………………………………………………………………………………………………….217
Implicit Differentiation ………………………………………………………………………………………………………….227
Related Rates ………………………………………………………………………………………………………………………..236
Higher Order Derivatives ……………………………………………………………………………………………………….250
Logarithmic Differentiation ……………………………………………………………………………………………………255
Applications of Derivatives …………………………………………………………………………………………. 258
Introduction ………………………………………………………………………………………………………………………….258
Rates of Change……………………………………………………………………………………………………………………..260
Critical Points ………………………………………………………………………………………………………………………..263
Minimum and Maximum Values ……………………………………………………………………………………………..269
Finding Absolute Extrema ……………………………………………………………………………………………………..277
The Shape of a Graph, Part I ……………………………………………………………………………………………………283
The Shape of a Graph, Part II ………………………………………………………………………………………………….292
The Mean Value Theorem ………………………………………………………………………………………………………301
Optimization …………………………………………………………………………………………………………………………308
More Optimization Problems …………………………………………………………………………………………………322
Calculus I
© 2007 Paul Dawkins ii http://tutorial.math.lamar.edu/terms.aspx
Indeterminate Forms and L’Hospital’s Rule …………………………………………………………………………….336
Linear Approximations ………………………………………………………………………………………………………….342
Differentials ………………………………………………………………………………………………………………………….345
Newton’s Method …………………………………………………………………………………………………………………..348
Business Applications ……………………………………………………………………………………………………………353
Integrals …………………………………………………………………………………………………………………….. 359
Introduction ………………………………………………………………………………………………………………………….359
Indefinite Integrals ………………………………………………………………………………………………………………..360
Computing Indefinite Integrals ………………………………………………………………………………………………366
Substitution Rule for Indefinite Integrals ………………………………………………………………………………..376
More Substitution Rule ………………………………………………………………………………………………………….389
Area Problem ………………………………………………………………………………………………………………………..402
The Definition of the Definite Integral …………………………………………………………………………………….412
Computing Definite Integrals …………………………………………………………………………………………………422
Substitution Rule for Definite Integrals …………………………………………………………………………………..434
Applications of Integrals …………………………………………………………………………………………….. 445
Introduction ………………………………………………………………………………………………………………………….445
Average Function Value …………………………………………………………………………………………………………446
Area Between Curves …………………………………………………………………………………………………………….449
Volumes of Solids of Revolution / Method of Rings ………………………………………………………………….460
Volumes of Solids of Revolution / Method of Cylinders ……………………………………………………………470
Work …………………………………………………………………………………………………………………………………….478
Extras ………………………………………………………………………………………………………………………… 482
Introduction ………………………………………………………………………………………………………………………….482
Proof of Various Limit Properties …………………………………………………………………………………………..483
Proof of Various Derivative Facts/Formulas/Properties ………………………………………………………….494
Proof of Trig Limits ……………………………………………………………………………………………………………….507
Proofs of Derivative Applications Facts/Formulas …………………………………………………………………..512
Proof of Various Integral Facts/Formulas/Properties ……………………………………………………………..523
Area and Volume Formulas ……………………………………………………………………………………………………535
Types of Infinity …………………………………………………………………………………………………………………….539
Summation Notation ……………………………………………………………………………………………………………..543
Constants of Integration ………………………………………………………………………………………………………..545