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Udemy - Learn and Implement Machine Learning Projects using Python

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04/08/24 at 11:41pm GMT+1

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

If You Need More Stuff, kindly Visit and Support Us -->> 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.

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We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...

File list

Udemy - Learn and Implement Machine Learning Projects using Python
~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 212.5 MB
~Get Your Files Here !/Bonus Resources.txt 386 B

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