Descriptions
LEARNING Path: Python: Advanced Machine Learning with Python, Pack’s Video Learning Paths are a series of individual video products that are put together in a logical, step-by-step manner so that each video builds on the skills learned in the previous video. machine Learn And Data Science Are some from the top buzzwords in the tech world today. Machine learning – the application and science of algorithms that make sense of data is the most exciting field of all computer science! The resurgence of interest in machine learning is due to the same factors that have made data science more popular than ever. We live in a time where data is abundant. Using the self-learning algorithms from the field of machine learning, you can turn that data into knowledge. Machine learning gives you unimaginably powerful insights into data. Python has taken the top spot in recent years compared to other programming languages.
The uses of Python are such that it cannot be limited to just one activity. Its growing popularity has allowed it to get into some of the most popular and complex processes like artificial intelligence, machine learning, natural language processing, data science, etc. let usS take A fast looks at Your learning journey. This learning path is your entry point into machine learning. It starts 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. Using the various projects included, you will learn the mechanics of several important machine learning algorithms. You will also be guided step by step to build your own models from scratch. You will learn to tackle data-driven problems and implement your solutions using the powerful yet simple Python language.
What you will learn
- Harness the power of Python for data extraction and manipulation.
- Dive into the world of analytics to predict accurate situations
- Implement machine learning classification and regression algorithms from scratch with Python
- Evaluate the performance of a machine learning model and optimize it
- Explore and leverage Python’s impressive machine learning ecosystem
- Successfully evaluate the most effective models and apply them to problems
- Learn the basics of NLP – and put them into practice
- Visualize data for maximum impact and clarity
- Deploy machine learning models using third-party APIs
- Get familiar with feature engineering
Who is this course suitable for?
- This learning path is an engaging journey that starts from the basics and gains momentum as the story progresses. Each concept is first succinctly defined in the larger context of things, followed by a detailed explanation of its application.
- Each concept is explained using a project that solves a real-world problem and requires hands-on work, giving you a deep dive into the world of machine learning. It’s also a combination of six independent projects, each using a unique dataset, problem statement, and solution.
Learning path specifics: Python: Advanced Machine Learning with Python
- Publisher : Udemy
- Teacher: Packt Publishing
- Language: English
- Level: Intermediate
- Number of courses: 71
- Duration: 7 hours and 51 minutes
Contents of LEARNING PATH: Python: Advanced Machine Learning with Python
Requirements
- Knowledge of Python is required
- Basic knowledge of mathematics and statistics is also required
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Subtitles: English
Quality: 720p
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709MB