Master machine learning from the ground up and gain the skills to build, train, and deploy your own models — through our hands-on, beginner-friendly course.
Master the logic behind the world's smartest technology. This module builds the foundation you need to stop just "using" AI and start understanding how to architect it from scratch.
2
Python Basics
Every ML model starts with Python, so let's build a solid command of the essentials. You'll work through variables, strings, booleans, lists, conditionals, loops, and functions—the building blocks behind every model you'll write.
3
Numerical foundations: NumPy
Learn to create, reshape, and manipulate arrays of numbers—the universal data format that every ML model reads, processes, and learns from.
4
Data preprocessing with Pandas
Learn to load, inspect, clean, and transform datasets with Pandas—turning messy files with missing values and mixed types into model-ready data your models can train on.
5
Model Implementation & Evaluation
Learn to train, evaluate, and compare machine learning models—from splitting data and fitting classifiers to measuring regression performance, tuning complexity, and visualizing results to understand where your model succeeds and where it fails.
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Right here. Kodree is a one-stop shop that gets you from zero to pro at your own pace. No more time wasted on looking for resources, because we have everything you need.
Clear course, no adds, no "water", no hidden payments or some "must buy to pass to next level". Interesting course, a lot of practice, theory and links to more materials. Very helpful AI assistant built-in. I use it on mobile and as app and on desktop.
Natalie N.
I have been practicing and learning online, my first course has been the Python one and so far, it is very intuitive and easy to follow, plenty of practical exercises and a clear and simple explanation, I love it.
Oscar M.
Kodree its great academy. The tasks its good and you make real project while u learning.
Velislav B.
I love my experience in kodree really helped me out in my journey in being a front end developer and its easy to read and understand concepts...and have a nice community of students in which we help each other out
Nora S.
I tried the product and it is indeed user-friendly and quite engaging. I used it almost every day and it was easy to use and had everything I needed and nothing extra. I recommend it since it is cool and stands out among other platforms I know.
Mykola M.
I have never been taught coding this way. The way you guys break it down is so easy, I actually understand this.
Jacob C.
Well structured, robust and affordable courses. Learn at your own pace and take responsibility for research and digging deeper into topics through additional resources and loads of practice tasks.
Ayodeji A.
I do enjoy learning with the help of the platform. I was surprised by this LMS's capabilities. Well-structured materials and an advanced compiler boosted my coding skills.
Roman S.
The interactive support provided by the AI Buddy is ingenious
Can I switch to a different course or career path after this one?
You’ll get unlimited access to all the content on the platform under one subscription. So you can switch career paths, or learn any courses anytime
What are the payment and billing options?
You can pay by card, PayPal, Google and Apple Pay. Duration of the plan will depend upon the subscription plan you choose.
Will I be supported in any way?
We’ve got your back. If you get stuck with task, our AI Buddy (our users’ favorite feature) will help you out. You can also chat with other students in the community chat, and our support is just a message away via WhatsApp or email.
Will I get a certificate?
Completion certificates are given to students who finish 100% of the course and their portfolio projects. We aim at giving knowledge more than a mere paper :)
