PPKD Jakarta Barat Data Science
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Fahmi Iman Alfarizki

PPKD Jakarta Barat Data Science

Enhance your data science skills with critical thinking, Python, and machine learning applications tailored for Jakarta Barat professionals.
Fahmi Iman Alfarizki
Enhance your data science skills with critical thinking, Python, and machine learning applications tailored for Jakarta Barat professionals.
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Kurikulum Course

  • 1

    Critical Thinking, Analytical Thinking & Communication Skill (00:00)

    • Sesi 1 - Critical Thinking, Strategic Thinking & Proactive Learning

    • Sesi 2 - Communication Skill
  • 2

    Introduction to Data Analytics, Data Governance & Business Knowledge (00:00)

    • Sesi 3 - Introduction to Data Analytics and Data Governance

    • Sesi 4 - Business Knowledge and Data Driven Decision Making
  • 3

    Python for Data Science (00:00)

    • Sesi 5 - Introduction to Python

    • Sesi 6 - Conditions and Loops

    • Sesi 7 - Function, Basic Module, and Package

    • Sesi 8 - Data Cleaning and Manipulation using Pandas

    • Sesi 10 - Data Communication with API

    • Sesi 11 - Data Visualization using Matplotlib and Seaborn

    • Sesi 12 - Practical Descriptive Statistics

    • Sesi 13 - Practical Inferential Statistics
  • 4

    Machine Learning (00:00)

    • Sesi 14 - Introduction to Machine Learning and Regression

    • Sesi 15 - Feature Engineering Part 1

    • Sesi 16 - Feature Engineering Part 2

    • Sesi 17 - Regularization and Classification

    • Sesi 18 - Decision Tree, Ensemble Learning and Hyperparameter Tuning

    • Sesi 19 - Unsupervised Learning
  • 5

    Deep Learning (00:00)

    • Implementing Deep Learning with TensorFlow

Prasyarat

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Instructor

Fahmi Iman Alfarizki

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Sertifikat untuk Course ini

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