Free course
US$0.00
Premium course
US$30.90
Python With Machine Learning Course
Fungua uwezo wa Python na machine learning na course yetu kamili iliyoundwa kwa ajili ya wataalamu wa teknolojia. Ingia ndani kabisa kwenye feature engineering, ukimaster scaling, normalization, na kushughulikia categorical variables. Imarisha ujuzi wako na mbinu za model optimization kama vile random search na hyperparameter tuning. Chunguza vyanzo vya data kutoka UCI na Kaggle, na upate ustadi katika algorithms kama vile random forests na decision trees. Pandisha utaalamu wako na mafunzo ya vitendo na ubora wa hali ya juu yaliyoundwa kwa matumizi halisi.
- Master feature engineering: Scale, normalize, na uunde features za time-based.
- Optimize models: Jifunze hyperparameter tuning na mbinu za grid search.
- Source data kwa ufanisi: Tumia UCI na Kaggle kwa datasets muhimu.
- Implement algorithms: Chunguza Random Forests, Decision Trees, na Linear Regression.
- Evaluate models: Tumia MAE, RMSE, na data splitting kwa uchambuzi wa performance.
from 4 to 360h flexible workload
certificate recognized by the MEC
What will I learn?
Fungua uwezo wa Python na machine learning na course yetu kamili iliyoundwa kwa ajili ya wataalamu wa teknolojia. Ingia ndani kabisa kwenye feature engineering, ukimaster scaling, normalization, na kushughulikia categorical variables. Imarisha ujuzi wako na mbinu za model optimization kama vile random search na hyperparameter tuning. Chunguza vyanzo vya data kutoka UCI na Kaggle, na upate ustadi katika algorithms kama vile random forests na decision trees. Pandisha utaalamu wako na mafunzo ya vitendo na ubora wa hali ya juu yaliyoundwa kwa matumizi halisi.
Elevify advantages
Develop skills
- Master feature engineering: Scale, normalize, na uunde features za time-based.
- Optimize models: Jifunze hyperparameter tuning na mbinu za grid search.
- Source data kwa ufanisi: Tumia UCI na Kaggle kwa datasets muhimu.
- Implement algorithms: Chunguza Random Forests, Decision Trees, na Linear Regression.
- Evaluate models: Tumia MAE, RMSE, na data splitting kwa uchambuzi wa performance.
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
FAQs
Who is Elevify? How does it work?
Do the courses have certificates?
Are the courses free?
What is the course workload?
What are the courses like?
How do the courses work?
What is the duration of the courses?
What is the cost or price of the courses?
What is an EAD or online course and how does it work?
PDF Course