| File Name: | Machine Learning 0 to 100 | Concepts + coding exercises |
| Content Source: | https://www.udemy.com/course/machine-learning-0-to-100-concepts-coding-exercises/ |
| Genre / Category: | Programming |
| File Size : | 4.6 GB |
| Publisher: | udemy |
| Updated and Published: | August 16, 2024 |
Mastering Machine Learning from concepts to real-world coding.
Unlock the power of Machine Learning and accelerate your career with this comprehensive course, designed to bridge the gap between theory and practical applications. Whether you’re an aspiring data scientist, a seasoned developer, or a business professional looking to harness the capabilities of Machine Learning, this course will equip you with the tools and knowledge you need to excel.
What you will learn:
-Foundation of Machine Learning: You will understand the core concept and terminology
-Algorithms and Models: You will dive deep into various Machine Learning algorithms
-Data preprocessing: You will master techniques like Data Cleaning, Normalization, Feature Engineering, and Feature Selection to prepare your data for analysis.
-Practical coding exercise: You will gain proficiency in Python and essential data science libraries.
-Model evaluation and tuning: You will learn to evaluate and interpret models using metrics like accuracy, precision, recall, and ROC-AUC. You will learn to Tune your model using cross-validation and hyperparameter optimization.
-Real-world coding exercises: You will apply what you’ve learned through hands-on projects that simulate real-world scenarios, from data collection to model deployment.
-Problem-solving techniques: You will address common issues like data imbalance, high dimensionality, and overfitting with practical solutions.
Course Highlights:
-Interactive lessons and real projects
-Expert instructions
-Hands-on approach
-Comprehensive Resources
DOWNLOAD LINK: Machine Learning 0 to 100 | Concepts + coding exercises
Machine_Learning_0_to_100__Concepts___coding_exercises.part1.rar – 995.0 MB
Machine_Learning_0_to_100__Concepts___coding_exercises.part2.rar – 995.0 MB
Machine_Learning_0_to_100__Concepts___coding_exercises.part3.rar – 995.0 MB
Machine_Learning_0_to_100__Concepts___coding_exercises.part4.rar – 995.0 MB
Machine_Learning_0_to_100__Concepts___coding_exercises.part5.rar – 612.8 MB
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