The course is designed to get you acquainted with basics of Python programming language. Python is a great language to learn as your first language because of its simple learning curve. Strap in, cause it is going to be a fun ride!
We believe data science is for everyone and it's super easy to learn; if taught the right way.
Talking about the right way of teaching, we use the top-down approach (instead of the bottom-up approach). We start with a problem statement and learn things while developing a solution to the problem.
People learn the most when they do things on their own. So, at aiadventures, we go by the motto "Learn by doing it!". We can not teach you everything, but we can teach you to learn. So you can learn everything you want.
Teaching methodology¶
- Implementation focused: This course aims to make students learn by coding themselves rather than watch someone else. We have found that this method of learning makes the students independent and facilitates them to learn new technologies in the future with ease.
- Asking for help: Students programming for the first time will naturally need help. Remember that we are here to help! Don’t be afraid to ask for help regarding any topic you come across.
- Not a classroom: We encourage you to interact not just with other students, but with the mentor as well. If you need a break, you can simply take one! No need to ask.
- One-to-one Mentor: Once you join, you will also be assigned a mentor who will make sure that your learning is seamless and will help you make the best out of this program.
- Self-paced Learning: Different people have different speed of learning and keeping up with others pace is always frustrating. Here, you can learn at your own pace. Finish the course at your own convenience, no need to worry about everyone else.
- Flexible Timings: Our offices are open from 10am to 6pm every day (except on Thursdays), your mentor will always be present at the given timings in the office, feel free to come down any time you want and start learning with us.
Our goal is to enable individuals to build applications that can solve real-life problems. Hence, we have also included many capstone projects in all our courses.
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Available courses
The course is designed to get you acquainted with Python and expose you to industrial Data Science projects. The course material starts with the fundamentals of programming. Python is a great language to learn as your first language because of its simple learning curve. Strap in, cause it is going to be a fun ride!
Learn how to gather data, clean it, process it and finally format your data to use it as an input to your machine learning model. You will also learn to make beautiful visualizations that will help you to understand your data better. Its a lot of fun working with data, because every data has a story to tell!
Computer Vision is a field where we learn how a computer understands an image and works with it. It consists of various operations like cropping, rotating, thresholding, edge detection, apply machine learning algorithm on images. Once we know how to apply operations on images we will work with videos (it could be a video file or webcam feed). We will learn using a library which is quite famous in computer vision known as OpenCV. We will see every topic in detail. So let's get going.
In this course, you will learn how Machine Learning algorithms work under the hood and write code to implement these algorithms. We will also discuss many general techniques which are really important when building machine learning models.