What is the difference in purpose of Variance and Standard Deviation?

For #wisdomwendesdays I’ve been asked by someone trying to learn Data Science what the difference is between Variance and Standard Deviation in terms of purpose.

For the sake of the uninitiated, I’ll share an article that shows the simplest explanation of what Variance and Standard Deviation are.

Now back to the purpose of each, the easiest analogy I can give you is like how the Red and Blue Pills work in the movie – The Matrix.

Let me explain.

Continue reading “What is the difference in purpose of Variance and Standard Deviation?”

Does the Future of Work need Lean Six Sigma?

For #futurefridays I was asked a question: “Does the Future of Work still need Lean Six Sigma?”

Well, based on my own personal experience, it’s a big YES.

You see, Lean Six Sigma is simply a structured problem-solving approach.

So if you have a problem that requires root-cause-analysis before you find the appropriate solution, then Lean Six Sigma’s DMAIC approach is what you need.

You can’t just implement some sort of software automation or that snazzy new technological tool just for the sake of it.

To put it bluntly, Automations and such Technologies are part of the Solutions. But to uncover the root causes of the problems that require these solutions, that’s where you would need Lean Six Sigma.

So if anything, Lean Six Sigma is actually becoming a foundational skill that continuous process improvement and innovation experts of today must master.

Let me give you an example.

Continue reading “Does the Future of Work need Lean Six Sigma?”

DEMYSTIFIED: How and When to apply Logistic Regression

For #thankfulthursdays I would like to give gratitude to Brandon Foltz.

You know when there’s a skill that you haven’t practiced for some time and you feel rusty so you want some sort of refresher to enable you to get a hang of it again?

Well I was in that exact situation a few years ago, specific to Logistic Regression, when I had to create a predictive model to address one of the business pain points I was working on.

Thankfully, I found this tutorial by Brandon that was even better than when I first learned all about Logistic Regression.

And I’d like to share it with you so that you can benefit from it as well.

Continue reading “DEMYSTIFIED: How and When to apply Logistic Regression”

How Eduardo reduced Software Bug Fix Lead Time from 25 to 15 days (LSS Green Belt Use Case)

It’s #transformationtuesdays and today we’ll talk about a Use Case of Lean Six Sigma being implemented successfully in the Technology industry.

Usually, Tech firms would default to the Agile approach and talk about how they can make further improvements during their Scrum rituals.

And non-Technology companies take best practices from Tech firms implementing Agile and Scrum, to see how they can work in a non-Technology setting.

But here you’ll see the opposite happening.

Lean Six Sigma, a methodology widely used in non-Technology settings, being implemented in the Software and Technology industry.

Today I’ll be showing you the entire Lean Six Sigma Green Belt Project Storyboard by Eduardo Torres, where he was able to reduce Software Bug Fix Lead Time from 25 to 15 days.

This not only improved Customer Perception in a good way, this has also increased Team Member Morale as they were able to free up some of their capacity for them to work on features, moving them in the right direction to become Best in Class.

Continue on to see the full project storyboard.

Continue reading “How Eduardo reduced Software Bug Fix Lead Time from 25 to 15 days (LSS Green Belt Use Case)”

Every Experiment is a Success IF You Learn from it!

It’s #motivationmondays!

Remember when you were a child? The world seemed so huge! And every time you laid eyes on something new, curiosity got the best of you.

You want to touch everything, feel the texture, put things on your mouth, find out what it tastes like, and when you grew a little older you start trying to stand up and walk instead of just crawl.

Did you learn all that the first time around? Of course not. You had to experiment until you got it right, and you kept experimenting until you were able to run, until you could ride a bike, until you could drive a car.

You learned all these new skill through a lot of experiments, and you got good at it because you kept learning something new.

But why is it that now that you’re older, you are afraid of failure? Why are you afraid of rejection? Why are you afraid of losing?

Remember, Every Experiment is a Success IF You Learn from it!

So if you’ve been holding back from learning that new skill, what are you so afraid of?

It’s time to become a better version of you.

Continue reading “Every Experiment is a Success IF You Learn from it!”

With Respect to This Thing is Concerned

For today’s #thankfulthursdays I would like to give gratitude to the people who have taken me under their wing.

These people have paved the way to me becoming the Business Optimization Expert I am today.

To my first boss in this field – Kalyan, who hired me because he saw something in me through my Robinson Crusoe story, thank you for investing in me and ensuring I have everything I need to become successful in my role, including my learning towards becoming a Lean Six Sigma Black Belt.

To my former colleagues – Remi, Aubrey, and Mel, thank you for teaching me what you know. Your generosity in sharing knowledge nuggets, and patience in me for constantly bugging you for questions.

If not for these people, I would not have been able to win my first Hall of Fame Award for generating over $1 Million Dollars.

And lastly, to the person who succeeded Kalyan – Marian, thank you for making me feel empowered. I have learned so much from your meticulous level of detail, as well as your coaching and mentoring techniques.

I would like to pay it forward by teaching what I learned from these mentors to others. I will do this by:

Continue reading “With Respect to This Thing is Concerned”

10 Process Improvement Mistakes you Don’t Want to Make

It’s #wisdomwednesdays so it’s time to share things I learned.

Here are 10 Process Improvement Mistakes you Don’t Want to Make.

I was actually going to create a list myself, but my friends Karlo and Tracy at GoLeanSixSigma.com have already put this together, and I agree 100% to all of what they said!

So I thought I would just share it with you!

My personal favorites are:

1. The Glory Hoarder

An example of is when Project Leads take all the recognition, and the team members are not given any credit whatsoever.

Sometimes, Project Leads tend to do this unknowingly too. Like when it’s time to present and demonstrate the project results, the Leads feel they should always be the one to take stage, while somehow leaving the rest of the team out of the spotlight.

How about letting the team members who actually developed the solutions take center stage?

2. The Pet Solution

This is where people already have a preferred solution to the problem.

In my experience, what happens here is that people tend to reverse-engineer their Pet Solution into the DMAIC approach just for them to be able to complete a Lean Six Sigma project.

That’s just wrong!

3. Passing the Buck

This happens when you try to eliminate steps within the process you’re looking to improve, only for another department upstream or downstream to end up taking on that piece of work.

Continue on to see the rest of the mistakes you don’t want to make, along with some great examples.

Continue reading “10 Process Improvement Mistakes you Don’t Want to Make”

You Won’t Believe what Dale and Tracey said about the Online Green Belt Course at GoLeanSixSigma

Yesterday, I shared how I learned my core skillset – Lean Six Sigma.

This is the skill that allowed me to broaden my mindset and branch out to learn and gain experience in various other Continuous Process Improvement related skills, including automation, and even Artificial Intelligence, which I’ve been posting a lot about lately.

I truly believe that this skillset is foundational for you to be able to look at business processes in a way that no one else in your company has seen before.

And this will definitely open up so many doors in your career, as it has for me, and you will be known as the one who can make things done.

Without this skillset, I don’t think I could have achieved the same level of success as I have now.

And for today’s #transformationtuesdays, apart from what I have just shared with you regarding how this has transformed my life and my career, I’d like to share with you 2 more from people just like you – Tracey and Dale.

Like you, they’ve researched about how they can get themselves Lean Six Sigma Green Belt Certified for them to take their career to the next level.

They’ve also looked at several other options and providers, both in-classroom and online, and have weighed the pros and cons of each. And have even experienced some of these trainings, only to end up either more confused, overwhelmed, or constrained by time.

But in the end, you won’t believe what they had to say about GoLeanSixSigma.com’s Online Green Belt Training and Certification course.

Continue reading “You Won’t Believe what Dale and Tracey said about the Online Green Belt Course at GoLeanSixSigma”

Good Judgment comes from Experience, and Experience comes from Poor Judgment

Time for some #motivationmondays.

Ever heard of the saying “Judgment comes from Experience?”

Well the thing is it’s a matter of how you gain that experience, that will allow you to make better judgments or decisions.

And you will only be able to talk from experience if you know what works and what doesn’t.

Have you ever sought advice from an expert? How did they respond?

It would usually go something like “Well based on my experience, this is what works, and this is what doesn’t.”

How do you think they know what doesn’t work?

It’s because they have made poor judgment calls and decisions in the past, and they failed, but never gave up.

Instead, they kept on trying, and made new judgment calls and decisions, until they found out what works, and succeeded.

And from then on, they know what to do, and they are able too make good judgment calls and decisions for that particular subject matter.

Let me give you a more specific example.

Someone once asked me what is the best way to improve Customer Experience or Customer Satisfaction in a Contact Center type of business.

Inexperienced people would give shallow answers or various opinions.

“You should give more empathy, or you should do more rapport,” is what you would typically hear.

But those with experience would be able to talk about what has worked and didn’t work for them in the past, such as:

Continue reading “Good Judgment comes from Experience, and Experience comes from Poor Judgment”

3 Tips How to Solve for Problems Before they even Happen

For #wisdomwendesdays I’m sharing some quick tips that will be helpful, especially for process improvement professionals growing a team or have frequent organizational changes.

You know when you’ve been working with a client for at least year or two, and then there are so many changes in their organization happening, perhaps due to growth, movement, or restructuring?

Often times you’ll be assigned to work with new faces. And usually they are either younger in age, or have less tenure than the previous people you were working with.

While your clients may say that it’s for the better, or that it’s good to have a fresh set of eyes, even though I agree to that, it does present itself with a challenge.

The challenge with having new people in the organization is that the

History usually repeats itself. So find pain points based on history.

Read on as I share 3 quick tips to allow you to work with new team members and alleviate this challenge.

Continue reading “3 Tips How to Solve for Problems Before they even Happen”