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Udemy - Learn and Implement Machine Learning Projects using Python

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Description:

Learn and Implement Machine Learning Projects using Python

https://DevCourseWeb.com

Published 3/2024
Created by Swapnil Saurav
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 28 Lectures ( 7h 39m ) | Size: 3.42 GB

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.

Downloads:

102

Category:

Other /Tutorials

Size:

3.4 GB

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[ DevCourseWeb.com ] Udemy - Learn and Implement Machine Learning Projects using Python

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1. Data at the Core

1. How Top Companies Drive Success with Data Science.mp4 (53.8 MB)
2. Overview of Machine Learning.mp4 (61.7 MB)
3. Whats Artificial Intelligence.mp4 (60.2 MB)
4. Artificial intelligence Applications.mp4 (115.3 MB)
5. Learn Data Science Without Any Background.mp4 (15.0 MB)
6. Business Analysts v Data Analyst.mp4 (159.5 MB)
7. Data Analytics v Data Scientist.mp4 (159.8 MB)

2. Python Programming Concepts

1. Python 101 - Basic Python.mp4 (467.5 MB)

3. Learning Database Programming

1. SQL 101 - Session 1 - Introduction to Database.mp4 (11.3 MB)
2. SQL 101 - Session 2 - MYSQL Installation.mp4 (23.6 MB)
3. SQL 101 - Session 3 - Launching MYSQL and Creating a database.mp4 (20.5 MB)
4. SQL 101 - Session 4 - Designing a RDBMS database.mp4 (128.9 MB)
5. Lecture 12 Running SQL Queries.mp4 (320.5 MB)

4. Statistics for Machine Learning

1. Understanding data.mp4 (71.8 MB)
2. Measure of Central Tendency.mp4 (101.3 MB)
3. Measure of Variability and use of metric.mp4 (104.4 MB)

5. Understanding Data Visualization

1. Introduction to Data Visualization.mp4 (40.0 MB)
2. Important Visualization plots and graphs.mp4 (93.8 MB)

6. Foundation of Machine Learning

1. Basic Concepts.mp4 (97.5 MB)
2. Machine Learning Models.mp4 (120.7 MB)
3. Understanding the Machine Learning process.mp4 (25.8 MB)
4. Preprocessing of Dataset.mp4 (162.3 MB)

7. Regression Algorithm

1. Regression Introduction.mp4 (104.5 MB)
2. Python example of Simple Linear Regression.mp4 (105.1 MB)
3. Understanding Regression model evaluation.mp4 (77.0 MB)

8. Data Visualization

1. Data Visualization using Power BI.mp4 (396.0 MB)
1.1 6 WalmartData.xlsx (16.3 KB)

9. Additional Content

1. Learn about Federated Machine Learning.mp4 (200.2 MB)
2. Federated Machine Learning in IoT.mp4 (212.5 MB)

Bonus Resources.txt (0.4 KB)

files

Added:

2024-04-12 11:06:46

Language:

English

Peers:

Seeders : 24 , Leechers : 30

Tags:

IT & Software Udemy

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Udemy - Learn and Implement Machine Learning Projects using Python

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Udemy - Learn and Implement Machine Learning Projects using Python