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Python With Machine Learning Course
ናይ Python ሓይልን ናይ machine learning ክእለትን ብዛዕባ ሞያዊያን ቴክኖሎጂ ዝተዳለወ ኮርስ ተማሃሩ። ናብ feature engineering ብምእታው፡ scaling, normalization, ከምኡውን categorical variables ከመይ ጌርካ ከም ትቆጻጸር ተምሃሩ። ከም random search ኒ hyperparameter tuning ዝኣመሰሉ ኣገባባት ብምጥቃም ሞዴል ምምሕያሽ ክእለትካ ኣዕብዮ። ካብ UCI ከምኡውን ካብ Kaggle ዝተረኽቡ ምንጭታት መረጃታት ዳህስሱ፣ ከም random forests ኒ decision trees ዝኣመሰሉ algorithms ክእለት ይማሃሩ። ንናይ ሓቂ ዓለም መተግበሪ ዝኸውን ግብራዊ ስልጠና ብምውሳድ ሞያዊ ክእለትካ ኣዕብዮ።
- Feature engineering ምፍላጥ፡ Scale፣ normalize፣ ከምኡውን time-based features ፍጠር።
- ሞዴላት ኣመሓይሽ፤ Hyperparameter tuning ኒ grid search ኣገባባት ተማሃር።
- መረጃ ብግቡእ ምምራጽ፡ UCI ከምኡውን Kaggle ንዝምልከቱ datasets ተጠቀም።
- Algorithms ተግባራዊ ግበር፡ Random Forests፣ Decision Trees፣ ኒ Linear Regression ዳህስስ።
- ሞዴላት ገምግም፡ MAE፣ RMSE ኒ data splitting ንውጽኢታዊነት መርምር።
from 4 to 360h flexible workload
certificate recognized by MEC
What will I learn?
ናይ Python ሓይልን ናይ machine learning ክእለትን ብዛዕባ ሞያዊያን ቴክኖሎጂ ዝተዳለወ ኮርስ ተማሃሩ። ናብ feature engineering ብምእታው፡ scaling, normalization, ከምኡውን categorical variables ከመይ ጌርካ ከም ትቆጻጸር ተምሃሩ። ከም random search ኒ hyperparameter tuning ዝኣመሰሉ ኣገባባት ብምጥቃም ሞዴል ምምሕያሽ ክእለትካ ኣዕብዮ። ካብ UCI ከምኡውን ካብ Kaggle ዝተረኽቡ ምንጭታት መረጃታት ዳህስሱ፣ ከም random forests ኒ decision trees ዝኣመሰሉ algorithms ክእለት ይማሃሩ። ንናይ ሓቂ ዓለም መተግበሪ ዝኸውን ግብራዊ ስልጠና ብምውሳድ ሞያዊ ክእለትካ ኣዕብዮ።
Elevify advantages
Develop skills
- Feature engineering ምፍላጥ፡ Scale፣ normalize፣ ከምኡውን time-based features ፍጠር።
- ሞዴላት ኣመሓይሽ፤ Hyperparameter tuning ኒ grid search ኣገባባት ተማሃር።
- መረጃ ብግቡእ ምምራጽ፡ UCI ከምኡውን Kaggle ንዝምልከቱ datasets ተጠቀም።
- Algorithms ተግባራዊ ግበር፡ Random Forests፣ Decision Trees፣ ኒ Linear Regression ዳህስስ።
- ሞዴላት ገምግም፡ MAE፣ RMSE ኒ data splitting ንውጽኢታዊነት መርምር።
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