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Introduction to Machine Learning For Data Science Course
Unlock the potential of data with our 'Introduction to Machine Learning for Data Science' course, designed for Business Intelligence professionals in Pakistan. Delve into crucial areas like data preprocessing, feature engineering, and model training. Become proficient in advanced algorithms such as Random Forests and Gradient Boosting for sales forecasting. Learn to fine-tune models through hyperparameter optimization and assess their performance using metrics like MAE and RMSE. Enhance your BI capabilities with practical, high-quality insights that drive business success.
- Master data cleaning: Ensure data integrity by removing inconsistencies and errors.
- Develop feature engineering: Create impactful features to improve model performance.
- Optimize models: Enhance accuracy through hyperparameter optimization and algorithm comparison.
- Visualize data insights: Utilize visualization tools to extract actionable insights.
- Evaluate models: Measure performance using metrics like MAE and RMSE.

flexible workload from 4 to 360h
certificate recognized by the MEC
What will I learn?
Unlock the potential of data with our 'Introduction to Machine Learning for Data Science' course, designed for Business Intelligence professionals in Pakistan. Delve into crucial areas like data preprocessing, feature engineering, and model training. Become proficient in advanced algorithms such as Random Forests and Gradient Boosting for sales forecasting. Learn to fine-tune models through hyperparameter optimization and assess their performance using metrics like MAE and RMSE. Enhance your BI capabilities with practical, high-quality insights that drive business success.
Elevify advantages
Develop skills
- Master data cleaning: Ensure data integrity by removing inconsistencies and errors.
- Develop feature engineering: Create impactful features to improve model performance.
- Optimize models: Enhance accuracy through hyperparameter optimization and algorithm comparison.
- Visualize data insights: Utilize visualization tools to extract actionable insights.
- Evaluate models: Measure performance using metrics like MAE and RMSE.
Suggested summary
Before starting, you can change the chapters and workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
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