Welcome to the Python for Machine Learning course! This comprehensive guide will help you master the essential skills needed to become a proficient machine learning engineer. Whether you're a beginner or have some experience with programming, this course is designed to take you from the basics to advanced concepts in machine learning.

Course Overview

  • Duration: 12 weeks
  • Pre-requisites: Basic Python programming knowledge
  • Instructor: John Doe
  • Course Fee: $299

What You Will Learn

  • Python Basics: Learn the fundamentals of Python programming, including variables, data types, control structures, and functions.
  • Data Manipulation: Master the art of data manipulation using libraries like Pandas and NumPy.
  • Data Visualization: Understand how to visualize data using Matplotlib and Seaborn.
  • Machine Learning Fundamentals: Explore the core concepts of machine learning, including supervised and unsupervised learning, model evaluation, and model selection.
  • Deep Learning: Dive into the world of deep learning with TensorFlow and Keras.
  • Real-world Projects: Work on practical projects to apply your knowledge and skills.

Course Content

  • Week 1: Introduction to Python
  • Week 2: Python Data Structures
  • Week 3: Python Functions and Modules
  • Week 4: Python File Handling
  • Week 5: Introduction to Data Manipulation
  • Week 6: Data Visualization with Matplotlib and Seaborn
  • Week 7: Introduction to Machine Learning
  • Week 8: Supervised Learning: Regression and Classification
  • Week 9: Unsupervised Learning: Clustering and Dimensionality Reduction
  • Week 10: Model Evaluation and Model Selection
  • Week 11: Introduction to Deep Learning
  • Week 12: Real-world Projects

Prerequisites

  • Basic understanding of programming concepts
  • Familiarity with Python programming
  • Basic knowledge of statistics and mathematics

Resources

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Ready to embark on your journey to becoming a machine learning expert? Enroll in our Python for Machine Learning course today and start learning the skills you need to succeed in the field of machine learning!

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Python Machine Learning