INTRODUCTION:
So let to know to this session on the Artificial Intelligence full course. In this site, I'll be covering all the domains and the concepts involved under the umbrella of artificial intelligence, and I will also be showing you a couple of use cases and practical implementations by using Python.
So there's a lot to cover in this session and let me quickly run you through today's agenda. So we're gonna begin the session by understanding the history of artificial intelligence and how it came into existence.
We'll follow this by looking at:
So, guys, there is a lot to cover in this session. Also, if you want to stay updated about the recent posts about technologies, machine learning, computer basic to advance, make sure you follow me by EMAIL to never miss out on any sessions. So get started with the look at our first topic-
I don't know how many of you have heard of this. Talos was a giant animated bronze warrior who was programmed to guard the island of Crete. Now, these are just ideas.
Nobody knows if this was actually implemented, but machine learning and AI were thought of long ago. Now let's get back to the 19th century.
Now 1950 was speculated to be one of the most important years for the introduction of artificial intelligence.
raja
So let to know to this session on the Artificial Intelligence full course. In this site, I'll be covering all the domains and the concepts involved under the umbrella of artificial intelligence, and I will also be showing you a couple of use cases and practical implementations by using Python.
So there's a lot to cover in this session and let me quickly run you through today's agenda. So we're gonna begin the session by understanding the history of artificial intelligence and how it came into existence.
We'll follow this by looking at:
- Why we are talking about Artificial Intelligence now?
- Why has it gotten so famous right now?
- Then we will look at what exactly is Artificial Intelligence.
- We will discuss the principals of Artificial Intelligence.
- After we will discuss the basics of AI.
- We'll follow this by understanding the different languages.
- And then We'll move on and discuss machine learning.
- Here we'll discuss the different types of machine learning.
- The different algorithms involved in machine learning.
- Which includes classification algorithms.
- Regression algorithms, clustering, and association algorithms.
- To make you understand machine learning better.
- Solve real-world problems.
- After that, we'll discuss the limitations of machine learning and why deep learning is needed.
- I will introduce you to the deep learning concepts.
- What are neurons, perceptions?
- Multiple layer perceptions and so on.
- We'll let to know different types of neural networks.
- We'll also look at what actually backpropagation is.
- We'll be running a demo to understand deep learning in more depth.
- And finally, we will move onto the next module.
- Which is natural language processing?
- On the natural language processing.
- We will try to understand"what is text mining?"
- The difference between text mining in NLP.
- What are the different terminologies in NTP?
Which is the History of AI(Artificial Intelligence):
The concept of artificial intelligence goes back to classical ages. Under Greek mythology, the concept of machines and mechanical men were well thought of. So, an example of this is Talos.
I don't know how many of you have heard of this. Talos was a giant animated bronze warrior who was programmed to guard the island of Crete. Now, these are just ideas.
Nobody knows if this was actually implemented, but machine learning and AI were thought of long ago. Now let's get back to the 19th century.
Now 1950 was speculated to be one of the most important years for the introduction of artificial intelligence.
raja