About Course
Machine Learning in Python: A Complete Course for Beginners
In today’s world, the profession of a data specialist and machine learning in Python are becoming some of the most in-demand and promising fields. This digital sphere focuses on programming, data analysis, and creating predictive models. However, despite high demand, there is still a shortage of qualified specialists.
Challenges in Learning Data Science and Machine Learning in Python
How can you acquire the necessary skills to work in Data Science and master machine learning in Python? Most university programs remain expensive and require significant time investment. Online courses often focus on narrow topics, failing to provide a comprehensive understanding. This is where our course will help you gain complete, structured training in Data Science and machine learning in Python, from basics to advanced methods.
Solution: Comprehensive Training in Data Science and Machine Learning in Python
Data Science is a multidisciplinary field covering a range of key topics, including:
- Basics of Data Science and types of data analysis
- Mathematics and statistics for data analysis
- Python for programming and machine learning
- Advanced statistical methods in Data Science
- Data visualization for analysis and reporting
- Machine and deep learning in Python
All course topics are structured step-by-step, starting with the basics and gradually delving into advanced concepts. This allows you to effectively absorb the material and avoid mistakes, such as the inability to understand machine learning without knowledge of mathematics and statistics.
Skills and Knowledge in Machine Learning in Python You Will Gain
- Basics of Data Science and Machine Learning in Python
- You will learn key concepts of big data, business analytics, artificial intelligence, and machine learning.
- Mathematics and Statistics for Data Science and Machine Learning
- Essential knowledge of calculus and linear algebra for understanding machine learning algorithms.
- Python for Data Science and Machine Learning
- You will master Python — a versatile programming language crucial for developing machine learning models using libraries such as scikit-learn and TensorFlow.
- Advanced Statistics for Data Science and Machine Learning
- Regression, clustering, and factor analysis — key statistical methods applied in machine learning.
- Machine and Deep Learning in Python
- Study of machine and deep learning using popular tools that distinguish a data specialist from an analyst.
What You Will Gain from the Machine Learning in Python Course
- Comprehensive training in Data Science and machine learning in Python
- Active support and community for answering questions
- Certificate of course completion
- Practical cases for real-world job preparation
We offer a 7-day money-back guarantee. Join the „Python Machine Learning“ course right now and start your journey in Data Science!
Who the Machine Learning in Python Course is For
- For those who want to start a career in Data Science and learn machine learning in Python.
- For beginners, as the course starts with the basics and gradually develops skills.
Learn more about Python for Beginners and our other courses to expand your programming knowledge.
Course Content
Linear Regression
Linear Regression Theory
model_selection Updates for SciKit Learn 0.18
Linear Regression with Python – Part 1
Linear Regression with Python – Part 2
Linear Regression Project Overview
Linear Regression quiz