Certification in Applying Regression, Classification, and Model Evaluation Techniques
Get certified in Machine Learning Fundamentals,demonstrate the ability to prepare data, build and assess regression and classification models, and deliver actionable predictions using Python for practical business and technology solutions.
The "Machine Learning for Beginners: Regression, Classification, and Model Evaluation (Video Course)" certification introduces you to the fundamental concepts and tools powering modern technology. Gain practical skills in data preparation, model training, and evaluation, empowering you with increased productivity, a future-proof career, and improved decision-making abilities. Enroll today to build a solid foundation in machine learning that equips you for real-world challenges.
This certification covers the following topics:
Understanding Supervised Learning
Data Splitting: Training, Validation, and Testing Sets
Types of Machine Learning Tasks: Classification
Measuring Model Performance: Error Metrics
Linear Regression: Predictive Modeling
Goodness of Fit: R-squared and Adjusted R-squared
Preparing Data: Handling Categorical Variables and Feature Scaling
Correlation and Multicollinearity
Overfitting and Underfitting: Model Optimization
Regularization: Ridge and Lasso Regression
Hyperparameter Tuning
Practical Implementation with Python Libraries
Certification Exam
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About the Course
Discover how machine learning powers everyday technology as you build practical skills from the ground up. Learn to prepare data, train and evaluate models, and apply key techniques using Python,equipping you to tackle real-world prediction tasks confidently.
To earn your certification, you’ll need to complete all video lessons, study the guide carefully, and review the FAQ. After that, you’ll be prepared to pass the certification requirements.
Official Certification
Official Certification
Upon successful completion of this "Certification in Applying Regression, Classification, and Model Evaluation Techniques", you will receive a verifiable digital certificate. This certificate demonstrates your expertise in the subject matter covered in this course.
Benefits of Certification
Enhance your professional credibility and stand out in the job market.
Validate your skills and knowledge in a high-demand area of AI.
Unlock new career opportunities in AI and HR technology.
Share your achievement on your resume, LinkedIn, and other professional platforms.