Data Mining Course
ብትምህርቲ ዳታ ማይኒንግ (Data Mining) ሓይሊ ዳታ ተረድኡ። እዚ ትምህርቲ ንናይ ቢዝነስ ኢንተለጀንስ ሰብ ሞያ ክእለቶም ንምዕባይ ተባሂሉ እዩ ተዳልዩ። ስትራተጂ ምምራጽ መለለዪታት (feature selection strategies) ተምሃሩ፣ ቴክኒክታት መርመራ ዳታ (data exploration techniques) ብጽፉፍ ተለማመዱ፣ ከምኡ’ውን ንክፍሊታት ንምፍላይ (segmentation) ዳታ ብምስሊ ምግላጽ (data visualization) ተጠቐሙ። ኣልጎሪዝምታት ክላስተሪንግ (clustering algorithms) ተምሃሩ፣ ከምኡ’ውን ውጽኢት ክፍሊታት ብምትርጓም (interpreting segmentation results) ውጽኢታውያን ስትራተጂታት بازاری (marketing strategies) ኣማዕብዩ። ክእለት ሪፖርት ምጽሓፍን ኣቀራርባን (reporting and presentation skills) ኣመሓይሹ፣ ከምኡ’ውን ኣብ ሜላታት ቅድመ-መስርሕ ዳታ (data preprocessing methods) ብልጫ ይረኽቡ። ጥረ ዳታ ብውጽኢታዊ መንገዲ ናብ ተግባራዊ ምርዳእ ንምልዋጥ ምሳና ተጸንበሩ።
from 4 to 360h flexible workload
certificate recognized by MEC
What will I learn?
ብትምህርቲ ዳታ ማይኒንግ (Data Mining) ሓይሊ ዳታ ተረድኡ። እዚ ትምህርቲ ንናይ ቢዝነስ ኢንተለጀንስ ሰብ ሞያ ክእለቶም ንምዕባይ ተባሂሉ እዩ ተዳልዩ። ስትራተጂ ምምራጽ መለለዪታት (feature selection strategies) ተምሃሩ፣ ቴክኒክታት መርመራ ዳታ (data exploration techniques) ብጽፉፍ ተለማመዱ፣ ከምኡ’ውን ንክፍሊታት ንምፍላይ (segmentation) ዳታ ብምስሊ ምግላጽ (data visualization) ተጠቐሙ። ኣልጎሪዝምታት ክላስተሪንግ (clustering algorithms) ተምሃሩ፣ ከምኡ’ውን ውጽኢት ክፍሊታት ብምትርጓም (interpreting segmentation results) ውጽኢታውያን ስትራተጂታት بازاری (marketing strategies) ኣማዕብዩ። ክእለት ሪፖርት ምጽሓፍን ኣቀራርባን (reporting and presentation skills) ኣመሓይሹ፣ ከምኡ’ውን ኣብ ሜላታት ቅድመ-መስርሕ ዳታ (data preprocessing methods) ብልጫ ይረኽቡ። ጥረ ዳታ ብውጽኢታዊ መንገዲ ናብ ተግባራዊ ምርዳእ ንምልዋጥ ምሳና ተጸንበሩ።
Elevify advantages
Develop skills
- ንምምራጽ መለለዪታት ምብላጽ: ዳታ ብምትሕሓዝን ኣገዳስነት ነጥቢታት ምምሕያሽ። (Master feature selection: Optimize data with correlation and importance scores.)
- ዳታ ብውጽኢት ምድህሳስ: ዝተጎደለ ዋጋታት ምፍላጥን ካብ ልምዲ ዝወጹ ነገራት ምድላይ። (Explore data effectively: Identify missing values and detect outliers.)
- ምርዳእ ዳታ ብምስሊ ምግላጽ: ስካተር ፕሎትስ (scatter plots) ምፍጣርን ዝተማዕደዉ መሳርሒታት ምስሊ ምግላጽ ምጥቃም። (Visualize data insights: Create scatter plots and use advanced visualization tools.)
- ክላስተሪንግ ምትግባር: ቴክኒክታት ኬ-መንስን (K-Means) ከምኡ’ውን ተዋህዶ ክላስተሪንግ ምትግባር። (Implement clustering: Apply K-Means and hierarchical clustering techniques.)
- ክእለት ሪፖርት ምጽሓፍ ምምዕባል: ሪፖርትን ቁልፊ ምርዳእን ምትእኽኻብ። (Develop reporting skills: Structure reports and highlight key insights.)
Suggested summary
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