Description
LEARNING PATH: Python: Advanced Machine Learning with Python, the Advanced Machine Learning with Python course is published by Udemy Academy. Packet training videos are a collection of separate video products that are put together logically and step by step. So that each video is made based on the skills learned in the previous video. Machine learning and data science are some of the most important topics in the tech world today. Machine learning, the application and science of algorithms that make sense of data, is the most exciting area in all of computer science. The renewed interest in machine learning is due to the same factors that have made data science more popular than ever. We live in an age where data is abundant; Using self-learning algorithms in the field of machine learning, you can turn this data into knowledge.
Machine learning gives you incredibly powerful insights into data. In recent years, Python has been at the top of the table compared to other programming languages. The use of Python is such that it cannot be limited to only one activity. Its growing popularity has allowed it to enter some of the most popular and complex processes such as artificial intelligence, machine learning, natural language processing, data science, and more. Let’s take a quick look at our learning journey. This learning path is your entry point to machine learning. This book begins with an introduction to machine learning and the Python language. You will learn important concepts such as exploratory data analysis, data preprocessing, feature extraction, data visualization and clustering, classification, regression, and model performance evaluation. With the help of various projects considered, you will learn the mechanics of several important machine learning algorithms. You will also be guided step by step to create your own models from scratch. You will learn to solve data-driven problems and implement your solutions in the powerful yet simple Python language.
What you will learn
- Using the power of Python to manage data extraction and manipulation
- Entering the world of analytics to predict exact situations
- Implementation of machine learning classification and regression algorithms from scratch with Python
- Performance evaluation of a machine learning model and its optimization
- Exploring and using Python’s fascinating machine learning ecosystem
- Successful evaluation and application of the most effective models to problems
- Learn the principles of NLP and put them into practice
- Visualize data for maximum impact and clarity
- Implementing machine learning models using third-party APIs
- Learn about feature engineering
Who is this course suitable for?
- This learning path is a fascinating journey that starts from the very basics and gradually accelerates as the story unfolds. Each concept is first briefly defined in the larger context, followed by a detailed explanation of their application.
- Each concept is explained with the help of a project that solves a real-world problem and includes hands-on work, giving you deep insight into the world of machine learning. It is also a combination of six independent projects, each of which includes a unique data set, a different problem, and a different solution.
LEARNING PATH course specifications: Python: Advanced Machine Learning with Python
- Publisher: Udemy
- teacher : Pact Publishing
- English language
- Education level: Intermediate
- Number of courses: 71
- Training duration: 7 hours and 51 minutes
Chapters of the LEARNING PATH course: Python: Advanced Machine Learning with Python
Course prerequisites
- Working knowledge of Python is required
- Basic knowledge of Math and Statistics is also needed
Pictures
Sample video
Installation guide
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English subtitle
Quality: 720p
download link
File(s) password: www.downloadly.ir
Size
709 MB
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