Machine Learning Scientist with Python Career Track
4.6(5,000) on DataCamp·110K enrolled
Intermediate 96 hours English Specialization
Our recommendation
DataCamp's Machine Learning Scientist career track — the platform's most comprehensive ML path, around 23 courses covering supervised and unsupervised learning with scikit-learn, feature engineering, model tuning and more. A major, hands-on commitment, best for people serious about building deep, practical ML skills.
Good for: A comprehensive, hands-on path to practical ML skills.
Less suitable if: You want a quick course or academic ML theory.
Realistic time: Many hours across ~23 courses (months).
About this course
DataCamp's Machine Learning Scientist career track is the most comprehensive ML path on the platform — 23 courses covering supervised and unsupervised learning with scikit-learn, feature engineering and selection, model evaluation and hyperparameter tuning, tree-based models and ensemble methods, NLP and text classification, neural networks, and MLOps fundamentals for deploying and monitoring models. All courses use Python throughout.
What you'll learn
Apply the full supervised and unsupervised ML workflow with scikit-learn
Engineer features and select the best features for model performance
Evaluate, tune, and select models using cross-validation and grid search
Apply tree-based methods including random forests and XGBoost
Implement NLP text classification and deploy ML models
This course includes
96h
On-demand video
Yes
Certificate
Yes
Mobile access
English
Language
What it costs
DataCamp runs on a subscription — roughly $14/month billed annually (more month-to-month), with the first chapter of each course free to try. A certificate of completion is included with the subscription. As a long, 23-course track, expect several months of subscription depending on your pace.
Comparison · LBS
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DADataCamp4.6(5,000)
Machine Learning Scientist with Python Career Track
DataCamp includes a certificate of completion with your subscription — a useful learning record rather than a formal or accredited qualification. It is a track completion record, not a formal or university qualification.
Instructor
I
Instructor
DataCamp instructor
Developed by DataCamp's ML curriculum team in collaboration with industry data scientists and ML engineers from leading technology companies.
About this provider
DA
DataCamp
Data science and analytics learning platform. 10M+ learners, hands-on coding exercises.