beginnerCertificate$12.99
Python for Data Science and Machine Learning Bootcamp
by Jose Portilla · Udemy
4.6(140,000 reviews)
700K+ enrolled25 hoursUpdated 2024-11
What You'll Learn
Understand the fundamentals and key concepts of Python
Apply Python techniques to solve real-world problems
Understand the fundamentals and key concepts of pandas
Apply pandas techniques to solve real-world problems
Understand the fundamentals and key concepts of scikit-learn
Apply scikit-learn techniques to solve real-world problems
About This Course
Covers NumPy, Pandas, Matplotlib, Seaborn, scikit-learn, TensorFlow, and NLP for data science and ML workflows.
Curriculum
Module 1: Python & Pandas6 lessons
- Introduction to Python
- Python in Practice
- Hands-on Exercise: Python
- Introduction to pandas
- Pandas in Practice
- Hands-on Exercise: Pandas
Module 2: Scikit-learn & Data visualization6 lessons
- Introduction to scikit-learn
- Scikit-learn in Practice
- Hands-on Exercise: Scikit-learn
- Introduction to data visualization
- Data visualization in Practice
- Hands-on Exercise: Data visualization
Module 3: Machine learning3 lessons
- Introduction to machine learning
- Machine learning in Practice
- Hands-on Exercise: Machine learning
Instructor
Jose Portilla
Instructor at Udemy
Pros & Cons
Pros
- Offers a certificate of completion
- High-quality video lectures
- Taught by Jose Portilla
- Well-structured curriculum
Cons
- Requires paid subscription
- May be too basic for experienced practitioners
- Self-paced requires discipline
$12.99
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