Access courses

AI Python Course

Preview certificate

What will I learn?

በዚ AI Python ትምህርቲ ሓይልን ዓቕምን AI ኣብ ንግዲ ብልሕትነት ክትረኽቡ ኢኹም። ኣብ ስልጠና ሞዴልን ገምጋምን ብምእታው ከም train-test split ከምኡውን hyperparameter tuning ዝኣመሰሉ ስልትታት ክትፈልጡ ኢኹም። Python ላይብረሪታት ከም Pandasን NumPyን ብምጥቃም ክእለት ትንተና ዳታኹም ኣዕብዩ። ዝተፈላለዩ ሞዴላት ትንበያ መጻኢ ከም ARIMAን LSTMን ዳህስሱ፣ ከምኡውን ውጽኢታማት ጸብጻባት ዘለዎም ፕሮጀክትታት ከመይ ጌርካ ከምትግበር ተምሃሩ። ብ Seabornን Matplotlibን ኣቢልኩም ክእለት ምስላዊ መረዳእታኹም ናብ ላዕሊ ኣምጽኡ። ነዚ ሞያኹም ብተግባራዊን ጥዑምን ኣተሓሕዛ ንዘለዎ BI ሰብ ሞያ መሰረት ብዝገበረ ሓሳባት ለውጥዎ።

Apoia's Unique Features

Unlimited access to courses for life
Certification aligned with educational standards
Printable PDF summaries
Always-available online support
Select and arrange the chapters you want to study
Customize your course workload
Instant feedback on practical activities
Study at your convenience, no internet required

Develop skills

Enhance your practical skills outlined below

Pandasን NumPyን ብምጥቃም Python ንምቁጽጻር ዳታ ተማህሩ።

AI ሞዴላት ከም ARIMA, Prophet, ከምኡውን LSTM ንትንበያ መጻኢ ተግብሩ።

ንግዜ ሰሪስ ፍልልያት ባህርያት ከም ድሕረት (lag) ከምኡውን ተንከባላይ ስታትስቲክስ (rolling statistics) ምህንድስ።

ሞዴላት ብልክዕነት መለክዒታት ከም MAEን RMSEን ገምግሙ።

ብSeabornን Matplotlibን ዝማርኹ ምስላዊ ጸብጻባት ፍጠሩ።

Suggested summary

Workload: between 4 and 360 hours

Before starting, you can change chapters and workload.

  • Choose which chapter to start with
  • Add or remove chapters
  • Increase or decrease the course workload

Examples of chapters you can add

You will be able to generate more chapters like the examples below

This is a free course, focused on personal and professional development. It is not equivalent to a technical, undergraduate, or postgraduate course, but offers practical and relevant knowledge for your professional journey.