Complete Machine Learning & Data Science with Python | A-Z

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Year of issue : 4/2025
Manufacturer's website :

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Author : Oak Academy, OAK Academy Team
Duration : 8h 34m 19s
Type of distributed material : Video lesson
Language : En
Subtitles : En

Description:
Use Scikit, learn NumPy, Pandas, Matplotlib, Seaborn and dive into machine learning A-Z with Python and Data Science.
What you'll learn
Machine learning isn't just useful for predictive texting or smartphone voice recognition. Machine learning is constantly being applied to new industries.

Learn Machine Learning with Hands-On Examples

What is Machine Learning?

Machine Learning Terminology

Evaluation Metrics

What are Classification vs Regression?

Evaluating Performance-Classification Error Metrics

Evaluating Performance-Regression Error Metrics
Requirements
Basic knowledge of Python Programming Language

Be Able To Operate & Install Software On A Computer

Free software and tools used during the machine learning a-z course

Determination to learn machine learning and patience.

Motivation to learn the the second largest number of job postings relative program language among all others

Data visualization libraries in python such as seaborn, matplotlib

Curiosity for machine learning python

Desire to learn Python

Desire to work on python machine learning

Desire to learn matplotlib

Desire to learn pandas

Desire to learn numpy

Desire to work on seaborn

Desire to learn machine learning a-z, complete machine learning
Description
Hello there,
Welcome to the "Complete Machine Learning & Data Science with Python | A-Z" course
Use Scikit, learn NumPy, Pandas, Matplotlib, Seaborn, and dive into machine learning A-Z with Python and Data Science
Machine learning isn't just useful for predictive texting or smartphone voice recognition Machine learning is constantly being applied to new industries and new problems Whether you're a marketer, video game designer, or programmer, my course on OAK Academy here to help you apply machine learning to your work Complete machine learning & data science with python | a-z, machine learning a-z, Complete machine learning & data science with python, complete machine learning and data science with python a-z, machine learning using python, complete machine learning and data science, machine learning, complete machine learning, data science
It's hard to imagine our lives without machine learning Predictive texting, email filtering, and virtual personal assistants like Amazon's Alexa and the iPhone's Siri, are all technologies that function based on machine learning algorithms and mathematical models Python, machine learning, django, python programming, machine learning python, python for beginners, data science
Python instructors on OAK Academy specialize in everything from software development to data analysis, and are known for their effective, friendly instruction for students of all levels

Do you know data science needs will create 11 5 million job openings by 2026?
Do you know the average salary is $100 000 for data science careers!
Data Science Careers Are Shaping The Future
Data science experts are needed in almost every field, from government security to dating apps Millions of businesses and government departments rely on big data to succeed and better serve their customers So data science careers are in high demand
If you want to learn one of the employer's most request skills?

If you are curious about Data Science and looking to start your self-learning journey into the world of data with Python?

If you are an experienced developer and looking for a landing in Data Science!
In all cases, you are at the right place!
We've designed for you "Complete Machine Learning & Data Science with Python | A-Z" a straightforward course for Python Programming Language and Machine Learning
In the course, you will have down-to-earth way explanations with projects With this course, you will learn machine learning step-by-step I made it simple and easy with exercises, challenges, and lots of real-life examples
We will open the door of the Data Science and Machine Learning a-z world and will move deeper You will learn the fundamentals of Machine Learning A-Z and its beautiful libraries such as Scikit Learn
Throughout the course, we will teach you how to use Python to analyze data, create beautiful visualizations, and use powerful machine learning python algorithms
This Machine Learning course is for everyone!
My " Machine Learning with Hands-On Examples in Data Science" is for everyone! If you don't have any previous experience, not a problem! This course is expertly designed to teach everyone from complete beginners, right through to professionals ( as a refresher)
Why we use a Python programming language in Machine learning?
Python is a general-purpose, high-level, and multi-purpose programming language The best thing about Python is, it supports a lot of today's technology including vast libraries for Twitter, data mining, scientific calculations, designing, back-end server for websites, engineering simulations, artificial learning, augmented reality and what not! Also, it supports all kinds of App development

During the course you will learn the following topics:
What is Machine Learning?

More About Machine Learning

Machine Learning Terminology

Evaluation Metrics

What is Classification vs Regression?

Evaluating Performance-Classification Error Metrics

Evaluating Performance-Regression Error Metrics

Machine Learning with Python

Supervised Learning

Cross-Validation and Bias Variance Trade-Off

Use Matplotlib and seaborn for data visualizations

Machine Learning with SciKit Learn

Linear Regression Theory

Logistic Regression Theory

Logistic Regression with Python

K Nearest Neighbors Algorithm Theory

K Nearest Neighbors Algorithm With Python

K Nearest Neighbors Algorithm Project Overview

K Nearest Neighbors Algorithm Project Solutions

Decision Trees And Random Forest Algorithm Theory

Decision Trees And Random Forest Algorithm With Python

Decision Trees And Random Forest Algorithm Project Overview

Decision Trees And Random Forest Algorithm Project Solutions

Support Vector Machines Algorithm Theory

Support Vector Machines Algorithm With Python

Support Vector Machines Algorithm Project Overview

Support Vector Machines Algorithm Project Solutions

Unsupervised Learning Overview

K Means Clustering Algorithm Theory

K Means Clustering Algorithm With Python

K Means Clustering Algorithm Project Overview

K Means Clustering Algorithm Project Solutions

Hierarchical Clustering Algorithm Theory

Hierarchical Clustering Algorithm With Python

Principal Component Analysis (PCA) Theory

Principal Component Analysis (PCA) With Python

Recommender System Algorithm Theory

Recommender System Algorithm With Python

Complete machine learning

Python machine learning

Machine learning a-z

Who this course is for:
Machine learning isn't just useful for predictive texting or smartphone voice recognition. Machine learning is constantly being applied to new industries and new problems. It is for everyone

Anyone who wants to start learning "Machine Learning"

Anyone who needs a complete guide on how to start and continue their career with machine learning

Software developer who wants to learn "Machine Learning"

Students Interested in Beginning Data Science Applications in Python Environment

People Wanting to Specialize in Anaconda Python Environment for Data Science and Scientific Computing

Students Wanting to Learn the Application of Supervised Learning (Classification) on Real Data Using Python

Anyone eager to learn python for data science and machine learning bootcamp with no coding background

Anyone interested in data sciences

Anyone who plans a career in data scientist,

Software developer whom want to learn python,

Anyone interested in machine learning a-z

People who want to become data scientist

People who want to learn machine learning a-z

Poeple who want tp learn complete machine learning

Video format : MP4
Video : avc, 1280x720, 16:9, 30,000 fps, 314 kbps
Audio : aac lc sbr, 44.1 kHz, 62.8 kbps, 2 audio

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📌 Udemy - Complete Machine Learning & Data Science with Python A-Z (4.2025) (1.53 GB)

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