Classic Machine Learning with Python
Master the most popular machine learning algorithms and methods available in Python's ecosystem.
What will I learn?
- Learn about the most widely used machine learning algorithms and their Python implementations.
- Gain an understanding of when to use each algorithm or modeling technique.
- Build two capstone projects using the algorithms and techniques you've learned.
Python and Pandas Warm-Up
Data Preparation and Simple Learners
Ensemble Methods and Unsupervised Learning
First Capstone Project
Second Capstone Project
Build the coding, data and AI skills you need, online, on your own schedule. From learning to code as a beginner to mastering cutting-edge data science, machine learning and AI techniques.
Learning for the real world
Our courses are made with the input and feedback of top teams at Fortune 500 companies in Silicon Valley and on Wall Street.
Each minute of each course is packed full of insight, best practices and real-world experience from our expert instructors.
Learn by doing
Start writing code on your computer from Day One. Practice on hundreds of exercises. Apply your skills in mini-projects. Get instant feedback from video solutions.
Complete learning tracks
With over 150 hours of video lectures and hundreds of practice exercises and projects, our learning tracks will help you level up your skills whether you are a novice or an advanced learner.
Frequently Asked Questions
This course is aimed at engineers who have a basic familiarity with Python and Pandas, and who want to start using some of the most popular classic machine learning algorithms and methods available in Python’s ecosystem. Please note: this course does NOT cover deep learning.
Absolutely not. Unlike other internet courses, this course is completely live. Your instructor lectures in real time (either on-site, or live on-line) and can answer questions and provide real-time, tailored feedback so you can reach your goals as fast as possible. At Edlitera, we believe nothing beats the experience of learning live from an elite instructor with extensive industry experience.
The course combines lecturing, hands-on exercises to be solved both individually and in pairs, as well as one or two larger projects that require participants to use their newly acquired knowledge to solve real-world problems.
Exercises and projects are chosen to be relevant to the type of problems that your team encounters daily. Our goal is to deliver practical, immediately applicable knowledge, and to empower your team to hit the ground running after each training. Our instructors can teach this course on site at your offices or live online.
Of course! While we do offer a standard version of this course, we can also work with you to tailor the content such that it fits your team's priorities perfectly.
If you have other questions, or want to find out more about this course or other courses we offer, please ping us - we love questions! You can email us at email@example.com, or get in touch via the chat box below.