Machine Learning & Data Science A-Z: Hands-on Python 2024

Learn NumPy, Pandas, Matplotlib, Seaborn, Scikit-learn, Scipy and develop Machine Learning Models in Python
4.19 (1224 reviews)
Udemy
platform
English
language
Data Science
category
Machine Learning & Data Science A-Z: Hands-on Python 2024
69 232
students
14.5 hours
content
May 2024
last update
$19.99
regular price

Why take this course?

🚀 Machine Learning & Data Science A-Z: Hands-on Python 2024 with Navid Shirzad


Your Journey into Data Science Begins Here!

Are you eager to dive into the world of Data Science and Machine Learning, but feel overwhelmed by the jargon and complexity? Or perhaps you're already on your data science journey but seeking a comprehensive guide that demystifies advanced concepts and reinforces your knowledge with hands-on Python practice? 🤔

This is the course for YOU! Whether you're a complete beginner or looking to solidify your understanding, this A-Z tutorial will take you from zero to hero in Machine Learning & Data Science using Python.


Course Highlights:

  • No Prior Knowledge Required: If you're new to the field, start here! We cover everything from scratch. 🏗️
  • Foundation to Advanced Concepts: Learn the fundamentals and build your way up to mastering complex models. 🚀
  • Step-by-Step Learning: We break down each concept before diving into coding with clear, understandable explanations. 📚
  • Hands-On Python: Master key libraries like NumPy, Pandas, Matplotlib, Seaborn, Scikit-learn, and SciPy through practical examples. 🐍
  • Real Datasets: Apply your skills to real-world datasets and develop robust machine learning models. 📊
  • Code Templates at Your Fingertips: Access all Python code templates used throughout the course with a single click. 💿

Course Structure:

Chapter 1: Setting Up for Success 🛠️

  • Installations and getting your environment ready to dive into data science.

Chapter 2: Essential Python Libraries for Data Science 🚀

  • Get to know the key libraries you'll be using, including NumPy, Pandas & Matplotlib.

Chapter 3: Data Preprocessing 🔄

  • Learn how to clean and prepare your data for analysis and machine learning.

Chapter 4: Machine Learning Concepts Unveiled 🎩

  • Understand the core principles of different ML techniques.

Chapter 5: Supervised Learning - Classification 🗣️

  • Explore classification algorithms and how they predict categories.

Chapter 6: Supervised Learning - Regression 📈

  • Dive into regression techniques for predicting continuous outcomes.

Chapter 7: Unsupervised Learning - Clustering 🔍

  • Discover the secrets of clustering algorithms to identify patterns without labeled data.

Chapter 8: Model Tuning and Optimization 🧪

  • Learn how to fine-tune your models for optimal performance.

What You Will Learn:

  • Installation and Setup: A step-by-step guide to ensure you have everything ready to begin your data science adventure.
  • Python Libraries Mastery: Hands-on practice with the most important libraries in data science and machine learning.
  • Data Preparation Techniques: Skills to clean, transform, and prepare datasets effectively.
  • Machine Learning Types: A comprehensive understanding of both supervised and unsupervised learning methods.
  • Practical Model Development: Develop predictive models from scratch using Python.
  • Model Tuning: Techniques to optimize your models for better performance.

Why Choose This Course?

  • Comprehensive Curriculum: A complete guide to data science and machine learning with Python.
  • Real-World Application: Learn by doing with practical examples and datasets.
  • Downloadable Code Templates: Every code snippet used throughout the course is available for download, making it easy to follow along and build your own models.
  • For All Levels: Whether you're a beginner or looking to deepen your expertise, this course adapts to your level of knowledge. 🧑‍💻✨

Embark on your data science journey today! With Navid Shirzad as your guide, you'll unlock the full potential of machine learning and data science with Python. Enroll now and transform your career with cutting-edge skills in this dynamic field! 🌟

Course Gallery

Machine Learning & Data Science A-Z: Hands-on Python 2024 – Screenshot 1
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Machine Learning & Data Science A-Z: Hands-on Python 2024 – Screenshot 4
Screenshot 4Machine Learning & Data Science A-Z: Hands-on Python 2024

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3849284
udemy ID
15/02/2021
course created date
20/03/2021
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