OPEN Tech Talks: AI worth Talking| Artificial Intelligence |Tools & Tips

Machine learning: a computer observes some data, builds a model based on the data, and uses the model as both a hypothesis about the world and a piece of software that can solve problems, According to the book 'Artificial Intelligence, a modern approach'.

Machine learning is a division of artificial intelligence (AI) focused on computational programs that learn from experience and improve decision-making or predictive accuracy over time.

In this podcast, our focus will be to go through very basics concepts of machine learning along with the different methods of machine learning, for example, supervised learning, unsupervised learning, reinforcement learning, and Semi-supervised machine learning.

1. What is machine learning?
2. Machine learning methods
3. Machine Learning Basic Concepts

Solving Sudoku Puzzles a beginner's journey is the target of this week, you may be familiar with Sudoku puzzles and possibly have solved a few in your day or life. However, I admit that I have never solved any Sudoku puzzle. This post is our continuation of putting efforts to learn AI/ML & Data Science.

I have an assignment to solve a Sudoku puzzle as part of my MSc program, so my journey started, and I am journaling about it. Let's learn together

According to the book 'Artificial intelligence, a modern approach' The popular Sudoku puzzle has introduced millions of people to constraint satisfaction problems, although they may not realize it. A Sudoku board consists of 81 squares, some of which are initially filled with digits from 1 to 9. The puzzle is to fill in all the remaining squares such that no digit appears twice in any row, column, or box. A row, column, or box is called a unit"

1. What is Sudoku puzzle?
2. What are the rules of play?
3. Techniques to be used in solving Sudoku

5 whys is the technique which I came to know form the book 'The Lean Startup,' and before I talk about this technique, I would highly recommend to must read this book, if you are in IT, it will help you a lot, it doesn't matter either you are startup owner or working as an employee like me. It has so many tool kits that you can utilize in your job or your startup business.

While you will read the 5 whys methodology, I think it is also essential to understand the 5 blames situation. Whereas you will use the 5 whys to find out the root cause of the problem, frustrated teammates might start finding or mentioning to each other that this fault is due to you or him/her. They try to judge that this fault is due to who. With this, you will not get the problem sorted out; instead, you will stuck in the blame game called here 5 blames, which will lead to the failures.

The 5 whys' goal is to help us find out the root cause of the problem, it could be due to wrong process, or practices, however not bad people, and it helps us find a solution to fix it rather than to blame each other. This incredible technique is called Five Whys, originating from the Toyota Production System, and theorizes that behind every supposedly technical problem is a human problem. Sakichi Toyoda, the founder of Toyota Industries, developed the Five Whys procedure in the 1950s and Toyota uses it to solve problems. Taiichi Ohno defines the technique in his book Toyota Production System: Beyond Large-Scale Production that "the basis of Toyota's scientific approach . . . by repeating why five times, the nature of the problem as well as its solution becomes clear."

1. Get the right people/team/stakeholders in the meeting room on zoom
2. Problem Statement
3. Ask & Answer "Why?" Five times to root-cause the problem
4. Brainstorm the solutions
5. Assign the Actions

You must have a 'Five Whys Master' for the meeting who is the leader to oversea the proceedings and follow with the assign actions.

I have embarked on a journey to study Artificial Intelligence and pursue formal study as an MSc course six months back. I was amazed to read the history of artificial intelligence. It was awe-inspiring knowledge of how legends have coined 'artificial intelligence', thought to share with you some of the highlights. It will give you the very basics of AI. From where it started and how it was passing through from different periods.

Stanford University released its first report for the One Hundred Year Study, a long-term look into the future of AI

Another good way to present from Science in the news at Harvard University

Happy New Year 2021 to you and your families; I wish you and your family peace and joy in the year 2021. We have passed this year, and I want to start this session with the quote,

"You don't have to be great to start, but you have to start to be great. – Zig Ziglar"

This year, it is essential to get organized, set goals, and make plans. it will be an open talk to start the year and what we have done with compare to last year goals, which we have set it up during the year 2020 "Seeing clearly in 2020 and Top-Ranked learning courses that will prepare you for future."

How COVID-19 has changed everything for all of us, and I am praying and hoping that we will get to normal and the most valuable lesson of 2020 is a world can change in a week.

We need to consider what are the reasons for you and everyone to set goals and get organized. You can name it what the drivers for action. It can be categories into three areas:

• Beliefs – core values
• Motives – to maintain
• Triggers – to initiate

1. What is Resilience? and why it is important?
2. Drivers for actions to plan for 2021
3. Quick tips on how to plan?
4. What to do after the planning?