What You Will Learn?
- Understand the Terminology Related to Machine Learning and Data Science
- Comprehend the Effect that Machine Learning has on the Society
- Understand How Machine Learning Works
- Learn About All of These different Domains
- Problem Solving with Machine Learning
"Machine learning" and "data science" - two terms that might sound mysterious to someone who has never dealt with these processes before. However, if you have heard about machine learning before, you probably know that it is a process that aims to change the very fundaments of how our society is built... Sounds dramatic? Well, perhaps, but I do have a strong case for that - you'll find it in my machine learning course!
Why Choose this Machine Learning Course?
Machine learning, as a concept, is indeed a very interesting one. A simple google search will show you that there are hundreds if not thousands of articles, machine learning tutorials and courses talking about what it is and how you can learn data science together with it. So how is this course any different, you might ask?
In this course, you will learn about extensive computer science. Furthermore, I will explain the concept of data to you in a way that will make you question the very fabric of reality. I myself am a coder by trade - that's why we'll be able to talk about what is machine learning and data science on quite the personal level. After this machine learning course, you will see why this topic is considered to be as important as it truly is.
Why Should You Study About Machine Learning?
As time moves onwards, technology is becoming more and more advanced - things that we could only imagine twenty to thirty years ago are a common reality nowadays. This machine learning course will help you develop a thorough understanding of how technology progresses, and how AI has gotten to the point where it can learn from the processes that it participates in.
If adding machine learning to your "common knowledge" list isn't enough of a motivation for you, you could mix it up and choose to additionally learn data science. What this will do is that it will make you irresistible to your potential future employers. Tech companies are actively looking for savvy people who would be proficient and knowledgeable in the fields of machine learning and data science. These companies usually offer great salaries and amazing future career prospects. Once you've finished this machine learning tutorial, you will be a legitimate contender for such a job opportunity.
Who Can Take This Course?
The short answer would be - absolutely anyone. The "a-bit-longer" answer would be that if you're interested in what is machine learning and how it's used for data science - this course is perfect for you. Whether you're a university student looking to one-up your knowledge, or a business leader that wants to integrate machine learning into your company's business model - this machine learning course will do wonders for you.
If you have the very fundamental knowledge of how a computer works, and have a high-school level comprehension of basic maths - you're good to go! So, don't let your passion fade - choose this machine learning course right now and dive into the mysterious world of computer science!
- Basic Knowledge of How Computers Work
- Understanding of Basic Mathemathics
- A Strong Passion to Learn Something New
Section 1: Introduction to Machine Learning for Data Science 40:46
Step 1. to 2- deconstructing our spam test list
Creting your project
introduction to naive bayes theorem
Importing the data set
Creating the app.py
4-4.2 theory of algorithms bayes theorem
Applying count vectorizer and splitting training and testing data
Accuracy, precision, recall F1 score