Introduction to Artificial Intelligence and Machine Learning with Python
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The document provides an overview of an introduction to artificial intelligence and machine learning with Python. It includes an agenda that covers playing a game to understand concepts, overview of AI and machine learning, introduction to Python, a Python demo, details on AI, machine learning, and solving the initial game. Key concepts explained are the differences between AI, machine learning, and deep learning. Reasons for using Python for AI and ML are also provided.
Introduction to Artificial Intelligence and Machine Learning with Python
- 1. Introduction To Artificial Intelligence And Machine Learning with Python By: Akash Kumar Jadav WWW.AIMDEK.COM
- 2. Agenda • Let’s play a Game • Overview of Artificial intelligence and Machine Learning • Introduction To Python • Python Notebook Demo • Introduction To Artificial Intelligence • Introduction To Machine Learning • Solution for Game • Questions and Answers
- 3. Overview of Artificial Intelligence and Machine Learning Artificial Intelligence Machine Learning software that can solve problem by itself Algorithm that learn from data
- 4. AI, Machine Learning, Deep Learning Machine Learning A subset of artificial intelligence focused on using algorithms that learn and improve without being explicitly programmed to do so Deep Learning A branch of machine learning based on specific set of algorithms that attempt to mimic the human brain in the form of multi-layered neural networks Artificial Intelligence The quest to build software running on machines can ‘Think’ and act like humans
- 6. Why Python was created? “ My original motivation for creating Python was the perceived need for a higher level language in the Amoeba project. I realized that the development of system administration utilities in C was taking too long.Moreover, doing these things in the Bourne shell wouldn’t work for a variety of reasons. … So , there was a need for a language that can bridge between the gap between C and the shell ” - Guido van Rossum
- 7. What is Python? Python is a programming language that lets you work quickly and integrate systems more efficiently. There are two major Python versions- Python 2 and Python 3. Both are quite different. Python is Interpreted, Interactive and Object oriented. Features : Easy to Read , Learn and Maintain, A broad standard library, Portable, Extendable, Scalable, Databases Support, GUI development, Mobile Application Development, Automatic Garbage Collection, etc...
- 8. What Python can do? • System Programming • Graphical User Interface Programming • Internet Scripting • Component Integration • Database Programming • Game Development • Machine Learning and Data Science Problem Solving, etc...
- 9. Why Python for AI and ML? SupportLess code Prebuilt Libraries PopularityPlatform Agnostic Flexibility
- 11. What is Artificial Intelligence? Artificial intelligence (AI) is the ability of a computer program or a machine to think and learn. It is also a field of study which tries to make computers "smart". In general use, the term "artificial intelligence" means a machine which mimics human cognition. An ideal (perfect) intelligent machine is a flexible agent which perceives its environment and takes actions to maximize its chance of success at some goal or objective. At present we use the term AI for successfully understanding human speech, competing at a high level in strategic game systems (such as Chess and Go), self- driving cars, and interpreting complex data.
- 12. Logic : (Linear Algebra) Choose any two digit number, add together both the digits and then subtract the total from the original number. When you have the final number, look it up on the chart and find the relevant symbol. While concentrating on the symbol, click on the crystal and it will show you the symbol you are thinking of.. • So let’s choose a two digit number xy, so its value is 10x + y. (e.g 92 = 10*9+2) • Now Adding both the digits : x+y (9+2 = 11) • Subtracting it from original number : (10x+y) - (x+y) = 9x (92-11 = 81) Hence , Number will be always multiple of 9.
- 13. Every Multiple of 9 has same Symbol
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