Machine Learning Career Learning Path ![]()
The Machine Learning Career Path teaches users about end-to-end machine learning services, including data processing, feature engineering, model training, model prediction, and model evaluation. Alibaba Cloud’s Machine Learning Platform combines all of these services to make AI more accessible than ever. Learn how to use this platform through the completion of this learning path.
Becoming an Alibaba Cloud Certified Machine Learning Engineer
-
01Suggested Free Videos
-
02Pass 6 out of 8 Machine Learning Clouder Certification Courses
-
03Obtain the Machine Learning Certificate
Machine Learning Course List
Here starts the educational path: from free videos to Clouder certification courses
Free Videos
-
Alibaba Cloud Big Data and AI products and solutions overview
Through this course, you will learn about the development and application of big data and AI in Alibaba Cloud.
-
Predicting Propensity to Default using PAI
Quick start guide of how to use Alibaba Cloud Machine Learning Platform for AI - PAI.
-
Image Search: The Machine Learning Technology behind Alibaba E-commerce
Quick introduction of Alibaba Cloud Image Search solution.
Beginner Courses
-
Machine Learning：Heart Disease PredictionThis session introduces how to use Alibaba Cloud Machine Learning Platform For AI to create a heart disease prediction model based on the data collected from heart disease patients. Learn more >
-
Implement Decision Tree with PythonThrough this course, you will learn what is Decision Tree, three algorithms for decision trees, and how to build a decision tree with Python's Scikit-learn library. Learn more >
CertificationIntermediate Courses
-
Machine Learning for Beginners - Linear RegressionHow to use Alibaba Cloud advanced machine learning platform for AI (PAI) to quickly apply the linear regression model in machine learning to properly solve business-related prediction problems. Learn more >
-
Machine Learning Algorithm Primer Series 2 - Naive Bayes ClassifierHow to use Alibaba Cloud advanced machine learning platform for AI (PAI) to quickly apply the linear regression model in machine learning to properly solve business-related prediction problems. Learn more >
-
Machine Learning Algorithm Primer Series 3- Logistic Regression ModelHow to apply logistic regression model to solve prediction and classification problems with PAI. Learn more >
-
Machine Learning Algorithm Primer Series 4- Decision Tree and Random ForestHow to apply decision tree and random forest model to solve classification problems with PAI. Learn more >
Advanced Courses
-
Support Vector Machine Implementation Through PAIThrough this course, you will learn what is SVM (Support Vector Machine), and how to use Alibaba Cloud Machine Learning Platform for AI to implement SVM. Learn more >
-
Predicting Coupon EfficacyThrough this course, you will fully understand the main step of data mining: business analysis,feature engineering and model construction, and can do your own project on Alibaba Cloud. Learn more >
Apply for Your Machine Learning Certificate
After completing 6 out of the 8 above Clouder courses, you can apply for your Alibaba Cloud Certified Machine Learning Engineer Certificate. Click Apply Now and we will review your progress.
ACA/ACP Preparation Courses
Professional online training courses delivered by certified Alibaba Cloud experts.
Terms and Conditions
- 1. One person may only obtain one Machine Learning Career Certificate
- 2. Discounts only apply to the packages offered, Clouders bought individually will be priced at the original price
- 3. If you have already completed courses in the Machine Learning Career learning path they will be counted toward your certificate, users do not have to repurchase to complete the path
- 4. Products and offline classes are sold separately from the Clouder courses
- 5. The free videos are strictly recommended, they are not required to obtain the Big Data Analysis Certificate
- 6. Refunds are not available for any Clouder purchases