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TORRENT DETAILS
Udemy - Learn And Implement Machine Learning Projects Using Python
TORRENT SUMMARY
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From Basics to Project Deployment: A Practical Python Approach to Machine Learning
What you'll learn:
Foundational ML Concepts: Understand the core principles behind machine learning, including the different types of ML algorithms.
Python for ML: Master the use of Python libraries like NumPy, Pandas, Matplotlib, and Scikit-learn for ML development.
Developing ML Projects: Learn the step-by-step process of creating a machine learning project, from data collection and preprocessing to model training and eval
Real-World Applications: Apply your skills to real-world projects across various domains, such as finance, healthcare, and more.
Model Deployment: Discover how to deploy your machine learning models to production environments.
Requirements:
Familiarity with fundamental programming concepts
A desire to learn and explore the field of machine learning.
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Data at the Core/1. How Top Companies Drive Success with Data Science.mp4
53.8 MB
~Get Your Files Here !/1. Data at the Core/2. Overview of Machine Learning.mp4
61.7 MB
~Get Your Files Here !/1. Data at the Core/3. Whats Artificial Intelligence.mp4
60.2 MB
~Get Your Files Here !/1. Data at the Core/4. Artificial intelligence Applications.mp4
115.3 MB
~Get Your Files Here !/1. Data at the Core/5. Learn Data Science Without Any Background.mp4
15 MB
~Get Your Files Here !/1. Data at the Core/6. Business Analysts v Data Analyst.mp4
159.5 MB
~Get Your Files Here !/1. Data at the Core/7. Data Analytics v Data Scientist.mp4
159.8 MB
~Get Your Files Here !/2. Python Programming Concepts/1. Python 101 - Basic Python.mp4
467.5 MB
~Get Your Files Here !/3. Learning Database Programming/1. SQL 101 - Session 1 - Introduction to Database.mp4
11.3 MB
~Get Your Files Here !/3. Learning Database Programming/2. SQL 101 - Session 2 - MYSQL Installation.mp4
23.6 MB
~Get Your Files Here !/3. Learning Database Programming/3. SQL 101 - Session 3 - Launching MYSQL and Creating a database.mp4
20.5 MB
~Get Your Files Here !/3. Learning Database Programming/4. SQL 101 - Session 4 - Designing a RDBMS database.mp4
128.9 MB
~Get Your Files Here !/3. Learning Database Programming/5. Lecture 12 Running SQL Queries.mp4
320.5 MB
~Get Your Files Here !/4. Statistics for Machine Learning/1. Understanding data.mp4
71.8 MB
~Get Your Files Here !/4. Statistics for Machine Learning/2. Measure of Central Tendency.mp4
101.3 MB
~Get Your Files Here !/4. Statistics for Machine Learning/3. Measure of Variability and use of metric.mp4
104.4 MB
~Get Your Files Here !/5. Understanding Data Visualization/1. Introduction to Data Visualization.mp4
40 MB
~Get Your Files Here !/5. Understanding Data Visualization/2. Important Visualization plots and graphs.mp4
93.8 MB
~Get Your Files Here !/6. Foundation of Machine Learning/1. Basic Concepts.mp4
97.5 MB
~Get Your Files Here !/6. Foundation of Machine Learning/2. Machine Learning Models.mp4
120.7 MB
~Get Your Files Here !/6. Foundation of Machine Learning/3. Understanding the Machine Learning process.mp4
25.8 MB
~Get Your Files Here !/6. Foundation of Machine Learning/4. Preprocessing of Dataset.mp4
162.3 MB
~Get Your Files Here !/7. Regression Algorithm/1. Regression Introduction.mp4
104.5 MB
~Get Your Files Here !/7. Regression Algorithm/2. Python example of Simple Linear Regression.mp4
105.1 MB
~Get Your Files Here !/7. Regression Algorithm/3. Understanding Regression model evaluation.mp4
77 MB
~Get Your Files Here !/8. Data Visualization/1. Data Visualization using Power BI.mp4
396 MB
~Get Your Files Here !/8. Data Visualization/1.1 6 WalmartData.xlsx
16.3 KB
~Get Your Files Here !/9. Additional Content/1. Learn about Federated Machine Learning.mp4
200.2 MB
~Get Your Files Here !/9. Additional Content/2. Federated Machine Learning in IoT.mp4
