Saturday, 22 August 2020
Saturday, 15 August 2020
Happy independence day | GenGyan | Lean Six Sigma Training Institute
Think about building our future with #leansixsigma to do everything to keep our freedom and carry it through the years. Gengyan wishes you a Happy Independence Day..
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Friday, 14 August 2020
LEAN SIX SIGMA WITH MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE
Can Lean Six Sigma Help, Aid Machine Learning & Artificial Intelligence?
Lean Six Sigma with Machine Learning and Artificial Intelligence
Human’s are one the most powerful species in this world. Human's process billions of bits of information in their brains. Human's are capable of learning multiple times better than any other species. Technology is the only platform that had advanced miles over the past decades and this can go way beyond our expectations. From a technology perspective, we can expect the unexpected and as human's we need up-skill on a consistent basis.
The further computer technology advances, we can expect more likely advances from AI and ML platforms as well. With the emerging technologies like Machine Learning, Artificial Intelligence hitting us; how can Lean Six Sigma help and aid technologies like ML and AI, let us understand this one after the other
Lean Six Sigma is an amalgamation of two concepts Lean and Six Sigma. Lean Six Sigma embraces two methodologies DMAIC and DMADV that focuses on identifying process gaps and improves the business processes to an entitlement and bench-marking levels. This ultimately impacts high levels of stakeholder satisfaction resulting in end customer, client satisfaction.
Machine Learning is an application of (AI) Artificial Intelligence which provides the systems, the ability to automatically understand, learn and improve from experience without being explicitly programmed. Machine Learning is focused on the development of programs which accesses data and uses it to learn for itself.
Artificial Intelligence (AI) makes it possible for machines to learn from experience, adjust to new inputs and perform human-like tasks. Most AI examples that you hear about today-from chess-playing computers to self-driving cars – rely heavily on deep learning and natural language processing. Using these technologies, computers can be trained to accomplish specific tasks by processing large amounts of data and recognizing patterns in the data.
How Can Lean Six Sigma Help, Aid Machine Learning and Artificial Intelligence?
Lean Six Sigma targets on Process Excellence by improving the business performance to client satisfaction. Lean Six Sigma reduces variations and other NVA activities that can be defined as the squared difference between the actual and prediction that Lean Six Sigma measures.
Lean Six Sigma uses a basic mode of Y=f(x) where Y identified the association of the input and output variables. With this simple model, Lean Six Sigma enables Black Belts and Master Black Belts to regulate on how the input and the output variables function.This basic concept drives towards the desired values.
Reduction in Variation is executed by reducing of errors, mistakes that directly impacts FPY (First Pass Yield) and/or FTR (First Time Right) which ultimately results in improving business performance and having an excellent performing platform that can transform the business know-how.
Lean Six Sigma strives to improve computer processes to deliver accurate data basis which the business decisions become crystal clear. Usage of variance models to make the most of your forecasts, you can achieve substantial business process improvement for (ML) machine learning and AI (artificial intelligence). Accurate, reliable and authentic data can help make (ML) machine learning and AI (artificial intelligence) more effective and efficient.
In GenGyan, we are committed to provide world-class business solutions and top notch Training solutions. We enable our candidates to have a hands on experience during the training and discover the solutions in the business processes they are involved.
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Tuesday, 4 August 2020
Ram Janam Bhumi Pujan | GenGyan | Lean Six Sigma Traiing Institute
What a historic moment we are about to witness! We are Such a lucky generation to witness this moment. It's not just Mandir, It's an emotional feeling for Hindus.
celebrate laying foundation of Shri Ram temple at Ayodhya. let's light a diya celebrate National integration day on 5 August along with Ram Janam Bhumi Pujan.
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#Ayodhya #AyodhyaBhoomipoojan #gengyan
#ShriRamTeerth #JaiShriRam #पधारो_राम_अयोध्या_धाम #RamMandirAyodhya
Monday, 3 August 2020
Saturday, 1 August 2020
EID Ul AZHA | GenGyan | Lean Six Sigma Training Institute |9108713003
Celebrating the spirit of universal brotherhood! May this joyous occasion Eid al-Adha bring all of us together during these troubled pandemic times.
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#EidMubarak! #Bakrid #Eid Mubarak #ईदमुबारक #BalGangadharTilak
#GenGyan #EidAlAdha #EidMubarak #EidAlAdha2020Mubarak #EidulAdha2020 #EidAdhaMubarak #EidulAdha #eidmubarak2020 #Bakrid Sparkles
Monday, 25 May 2020
Eid Mubarak | Lean Six Sigma Classroom/Online Training and Consultancy |GenGyan
GenGyan Wishing everyone a very happy Ramzan filled with lots of Joy n happiness Eid Mubarak.Let's Celebrate True Spirit of EID and Pray for everyone in this pandemic Corona Situation "stay safe stay home"
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Saturday, 9 May 2020
Mothers Day | GenGyan|Lean Six Sigma Classroom/Online Training and Consu...
Happy Mothers Day To All The Mothers across The World.. #GenGyan Salute all the Mothers in this #CoronaPandemic for accessing the healthcare & nutrition they need. Together let's ensure safe & healthy motherhood for the #mothers out there!
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#HappyMothersDay #MothersDay #mothersday2020 #leansixsigmaonline
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Friday, 24 April 2020
Change is Always Constant
Change is Always Constant
Change is the only CONSTANT !!!
With the growing technologies, software's in the World, Change is the only Constant. When we talk about Change we always plan for the future and we plan to change the systems, work-life, policy and procedure for our future.
We all evidenced to a great Change over the past couple of months. Not a District, Not a State, Not a Country, Not a Continent but the entire World has witnessed to this Change.
Mother Nature designed Humans, Environment, Animals to co-exist with all other creations. Very unfortunately Humans disobeyed. Humans wanted to RACE each other and implemented what-not-technologies; All of us (Human Race) in recent weeks, have witnessed all the Human Beings in Corona Virus cages, and wildlife reclaiming their space. Peacocks, Rhino's, Wildcats entered civilization limits and Dolphins, Whales, Penguins seen freely moving, playing and enjoying close to the beaches, marine drive.
Mother-nature made the complete Human Race CHANGE & follow a very stone-age, traditional approach. With about a month of all the Human's in LOCK-DOWN situation at home; mother nature took the same time and repaired itself or should I say that the Mother Nature recovered itself from all the Pollution, Dirt that human race caused, created to Mother Nature.
Mother-nature intervened when entire world came together in various campaigns and initiated "Go Green", "Global Warming"; unfortunately the human race deliberately failed in all these efforts and initiatives. Mother-nature, just took about one month and has become "COMPLETE GREEN" again. This is the situation that we Humans need to understand and realize the importance of mother nature and stop our disruptive innovation that can impact the day-to-day livelihood.
Over the last one month roughly, the complete human race has witnessed to a great Change. We all changed and went back to traditional way of living. Can you believe that we have witnessed to the following:
- We have stayed at home spending much of our time with family and less with technology.
- Our TV Serials, Movies have gone back by about 1 - 2 decades and we are all watching the same old episodes which brings our school days life back.
- Malls are closed; this has made all of us visit the nearby grocery store and buy food to our family. This has again taken us years back in regards to our traditional approach.
- From our Hon'ble Prime Minister, Celebrities, normal Advertisement are all appealing us to be home, take care of our family - especially our elders in the family. This is internally making us learn the Values of our Life and how to Respect our Elders in Family.
- Many Individuals, Organization's have come forward and pro-actively helping the poor, needy for their day-to-day food and other needy items. This has again proved and made us learn how to help, support, respect our elders, needy people in the society.
- All of us have again witnessed again that we have a very limited budget, groceries at home however we are still happy with family and are able to understand the practical need of life. This has helped the Human Race to realize "CONTENTMENT" is everything and important in life.
- Very importantly, every person, across profiles, across races, across ages have learnt how to be "SELF MADE". Self-made here means that you are taking care of all you kinds of home related work at home. No Maids have come to our houses to help us on day-to-day need.
- India as a Country has become a Vegetarian (Non-Meat) Country.
- People have become Non-Alcoholics and hopefully non-smokers. This has turned people's life and habits to a much beautiful and healthy lifestyle.
This is the situation human race need to realize the importance of mother-nature and not damage it anymore.
Now the Ball is in our Court. Once the Lock-down is lifted, will the Human Race CHANGE and implement high level technologies, Robotics, continue to pollute our mother-nature, Will the human-race be enthusiastic to again START RUNNING in the RACE which and implement, follow those technologies which will impact us and mother-nature??
This is an answer, the FUTURE will tell us. If the HUMAN's learn any lesson from this situation or will they take this situation very lightly and continue damaging, disturbing mother nature by creating Technologies like Robots, Robotics and what not which will probably DAMAGE our own LIVES and HUMAN RACE.
CHANGE is ONLY CONSTANT !!!
Tuesday, 7 April 2020
Alpha and Beta Errors with a Simple Example
Alpha and Beta Errors with a Simple Example
Lean Six Sigma embraces DMAIC and DMADV (DFSS) as two strong methodologies in driving projects and successfully completing these projects with a business benefit.
In the journey of DMAIC/DMADV; Y=f(x) is a concept that drives us completely through-out the project.
- “Y” is the CTQ (Critical to Quality). It is the Metric on which we are driving the complete project; whereas
- “X” are the potential causes that are impacting the Project Y.
The story of identifying potential causes and/or potential x’s start in the Measure phase, Fishbone Diagram and/or Ishikawa Diagram and/or Cause and Effect Diagram is a Lean Tool we utilize in the Measure phase to identify all the potential causes by doing a Brainstorming Session.
Once the potential causes have been identified in the respective project, the project leader needs to collect the data for all the potential causes identified with the help of DCP (Data Collection Plan).
Now we have the data of the “Y” Metric and with the Help of the DCP (Data Collection Plan), we have collected the data for X’s as well.
We now move to the Analyze Phase where a Project Leader needs to preform Hypothesis Testing for all the potential causes / potential X’s identified. This is a very critical step as we need to provide, prove with the help of data evidence if the potential causes identified are really significant causes / vital causes.
The complete Hypothesis Testing happens with the help of Data. Project Leaders can either use Minitab or JMP for their statistical analysis.
In the journey of testing all the potential causes in the Analyze Phase, a Project Leader can either go correct or make a human error while in the journey of identifying the critical x’s and/or significant x’s and/or vital x’s, in the case when a human error takes place, the project leader can land up making a Alpha Error or a Beta Error.
Let me explain this with the help of the below picture:
With the above simple example, while doing a Hypothesis Testing, a project leader can fail to understand the significance of the P-Value and therefor e make an error in either making an Alpha Error or a Beta Error.
- Alpha error is when a project reject the Null Hypothesis when it is true.
- Beta Error is when we accept Null Hypothesis when it is false.
While the above pictorial diagram is self-explanatory, let me also take up the Example of COVID-19. The most critical situation that the world is presently undergoing and very badly experiencing. Hence let me take up the example of COVID-19 which will make everyone’s thoughts easy:
In the above diagram; let us take the example of the patients / people who are suffering from COVID-19 (Corona Virus). We all understand how dangerous and deadly this Corona Virus is to the world and how this is impacting.
In the above diagram, we have four situations and two opportunities where the doctors can absolutely go right. The two opportunity where the Doctors / Reality can be absolutely right are:
- Situation 1 where the Doctors can be right:
- When the Medical Report of the Patient says that the Patient is Negative and is not infected with Covid-19 (Corona Virus)
- The Truth also is that the Patient is not infected with Covid-19 (Corona Virus).
- In any of the above scenario’s the Patient is also safe as the patient is not infected with Covid-19 (Corona Virus) and at the same time the Society (World) is also safe as the infection of Covid-19 (Corona Virus) will not spread.
- Situation 2 where the Doctors can be right:
- When the Medical report of the Patient is Positive on Covid-19 (Corona Virus)
- The Truth also is that the Patient is infected with Covid-19 (Corona Virus)
- In any of the above scenarios the Patient will be immediately admitted in the Hospital and appropriate treatments will be given the Patient.
- This is another Scenario where Patient is also SAFE and the Society (World) around us also safe as nobody is getting infected with Covid-19 (Corona Virus).
The Two Opportunities where the Doctors / Facts can be WRONG:
- Situation 1 where the doctors can be wrong:
- When the Medical report of the Patient says that the Patient is Positive from Covid-19 (Corona Virus)
- The Truth also is that the Patient is not infected with Covid-19 (Corona Virus)
- In this case while the Truth of the matter is that the Patient is not infected and NOT POSITIVE in Covid-19 (Corona Virus), the patient is this case is getting impacted.
- A good healthy person is forcibly getting admitted in the Hospital and will experience all the torture and/or would also get infected in the hospital as many of the Covid-19 (Corona Virus) positive cases would be available in the Hospital.
- This is an Error committed by the Doctors and the Patient would be suffering for some-time or for lifetime.
- This is a situation when we call “ALPHA α Error or Type I Error”
- A Good Example that I can quote is from a Movie “TERE NAAM” – Salman Khan in this movie is absolutely fit and fine however at the end of the movie, he is again been taken away in the Hospital Ambulance and he undergoes big amount of torture which will continue for this entire life.
- In this case only one person is getting impacted however the person life is getting ruined. This in simple words is called “ALPHA α Error or Type I Error”
- Situation 2 where the doctors can be wrong:
- When the Medical report of the Patient says that the Patient is Negative from Covid-19 (Corona Virus) and/or the patient has not examined on any medical test and assumes that he is perfect
- The Truth unfortunately is that the Patient is infected with Covid-19 (Corona Virus POSITIVE)
- In this case the TRUTH of the matter is that the Patient is actually infected with Covid-19 (Corona Virus) and is Corona Positive who is freely moving in Society meeting various people.
- In this case the Society (World) is at very high risk. The simple reason is that the Patient who is Covid-19 (Corona Virus) Positive, is freely moving around the society, meeting and enjoying with his people in the Society.
- The patient and the Society in this case are at completely high risk.
- This is an Error committed by the Doctors or by the Patient himself.
- This is a situation when we call “Type II Error / Beta β Error”
- Examples - Covid-19 (Corona Virus) with “Type II Error / Beta β Error”
- Example 1: Kanika Kapoor while she was COVID-19 (Corona Virus) positive, she continued meeting up with people in various meetings, parties. This was a major threat to her family and the society she was moving and meeting around with.
- Example 2: A Big Group of about 2000 members were gathered in Nizammudin (Tabligi Jamat). Many from this group were already COVID-19 (Corona Virus) positive however due to their negligence, they did not get themselves medically checked and after repeated protocols from the legal bodies, the group of about 2000 continued with their meeting. Today the entire world is at threat because of the negligence due to these guys.
- Example 3: A Group was again identified at Ajmer, Rajasthan. The group again had a gathering which was against the LOCK DOWN regularities. The world is at THREAT because of the negligence done by a group of about 200 in Ajmer Rajasthan.
- Examples - Covid-19 (Corona Virus) with “Type II Error / Beta β Error”
I hope with the above examples that I have quoted, you should you able to understand the significance of “ALPHA α Error or Type I Error” and “Type II Error / Beta β Error”
Many assume and perceive that Lean Six Sigma is only applicable in their WORKLIFE. Lean Six Sigma is a day-in and day-out activity that we can practice every single day. Lean Six Sigma is one very important and very impactful philosophy that can impact Corporate’s , Working Professionals and the Clients / Customers in every business. I highly encourage all working professionals and corporates to implement, use the Lean Six Sigma methodology for gaining maximum business benefits.
Should you still have any Queries, please be at liberty to reach out to me. GenGyan is a World’s Leading Training and Certification body conducting Quality based Training’s in India and International Location.
Sunday, 5 April 2020
GenGyan | Lighting the Diya on 5th April at 9pm for 9 minutes| Six Sigma...
Lighting the Diya on 5th April at 9pm for 9 minutes Respecting, Adhering to our Hon'ble Prime Minister Mr. Narendra Modi. May this 9 minutes of light kill all the darkness, covid-19. May this prayer give us the strength, unity, courage, confidence to fight against all the odds as one nation and one human kind.
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#9baje9minute #ModiTheWorldLeader #IndiaFightsCorona #9pm9minutes
#iSupportLampLighting #WeAreAllInThisTogether #StayHomeStaySafe #FightAgainstCoronavirus #LightForINDIA #DiyaJalaoBharatJodo #INDIANPEOPLE
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