Machine Learning Course
In this online course, you'll develop the skills to build systems that 'perceive', 'think', and 'take decisions'. Become a certified Machine Learning Engineer with Knowledge Officer today.
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Path Objectives
In this path, you'll develop the skills to build systems that 'perceive', 'think', and 'take decisions'. You'll start by some mathematical and programming fundamentals then move to building supervised machine learning systems and creating real-life 'smart' solutions.
Who can benefit from this path?
If you're a data analyst, data engineer, software engineer, coder, or programmer interested in a machine learning career, this program is for you. Also, if you are good at Maths & Statistics, or a programming language, you can take this path to kickstart your career in machine learning.
Key topics that make an impact
The path features 3 topics. Commit just 15-30 minutes a day to achieve your goal within 6 months.
Machine Learning Foundations
Learn the basic mathematical, statistical, and programming principles that you'll need to develop machine learning solutions.
- Introduction to Programming
- Mathematics for Machine Learning
- Machine Learning Applications
Supervised Learning
Get introduced to the different types of machine learning and take an in-depth look into developing supervised learning solutions.
- Introduction to Supervised Learning Problems.
- Loss Functions: Prediction, Errors, and Cross Validation
- Regression
- Supervised Classification
- Algorithms & Datasets in Different Approaches
- Regularization
- Introduction to Deep Learning
Applied Machine Learning
Observe in action how the previously-learnt theories and concepts can be applied to the development of 'smart' solutions.
- Introduction to Natural Language Processing
- Introduction to Computer Vision
- Recommendation Systems
Endorsed by Expert Machine Learning Engineer
Jeffrey Ng
CSO @ Founders Factory
Knowledge Officer is doing a great job taking you from nearly no knowledge in machine learning to intermediate level in a coherent good paced study plan with tests to assess the knowledge gained at each step which i would recommend to anyone starting to read about machine learning.
Personalised learning
We provide you with the best resources from the web and compile them into an e-based, self paced learning path that’s unique to your goals
Learning paths as unique as you are
Our algorithms create a learning path unique to you. They focus on the most important areas to improve your knowledge and ensure learning is targeted in the right place. Then we fill them with the best articles, resources and challenges the web has to offer.
Learn faster with 300+ Key Learnings
Made to help you learn more quickly and effectively revise knowledge, Key Learnings are short, bite-size summaries curated and written by experts. There’s over 300 on a range of start-up, tech and career topics. The best way to learn on the go!
Your personal career mentor
Need some advice? Unsure where your career’s going? Have an interview coming up? Book a call with us for 1-on-1 advice. Or let your in app mentor analyse your skills, direct your learning and find you job tailored opportunities.
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