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Machine Learning A-Z with Python with Project (Beginner)

person icon Selfcode Academy

4.1

Machine Learning A-Z with Python with Project (Beginner)

Complete Machine Learning Course with Python for beginners

updated on icon Updated on Apr, 2024

language icon Language - English

person icon Selfcode Academy

category icon Development,Machine Learning,Data Science

Lectures -40

Resources -9

Duration -13.5 hours

4.1

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Course Description

Machine Learning and artificial intelligence (AI) is everywhere; if you want to know how companies like Google, Amazon, and even TutorialsPoint extract meaning and insights from massive data sets, this data science course will give you the fundamentals you need. Data Scientists enjoy one of the top-paying jobs, with an average salary of $120,000 according to Glassdoor and Indeed. That's just the average! And it's not just about money - it's interesting work too!

If you've got some programming or scripting experience, this course will teach you the techniques used by real data scientists and machine learning practitioners in the tech industry - and prepare you for a move into this hot career path.

Each concept is introduced in plain English, avoiding confusing mathematical notation and jargon. It’s then demonstrated using Python code you can experiment with and build upon, along with notes you can keep for future reference. You won't find academic, deeply mathematical coverage of these algorithms in this course - the focus is on practical understanding and application of them. At the end, you'll be given a final project to apply what you've learned!

Our Learner's Review: Excellent course. Precise and well-organized presentation. The complete course is filled with a lot of learning not only theoretical but also practical examples. Mr. Risabh is kind enough to share his practical experiences and actual problems faced by data scientists/ML engineers. The topic of "The ethics of deep learning" is really a gold nugget that everyone must follow. Thank you, 1stMentor  and SelfCode Academy for this wonderful course.

Who this course is for:

  • Beginner Python Developers enthusiastic about Learning Machine Learning and Data Science
  • Anyone interested in Machine Learning.
  • Students who have at least high school knowledge in math and who want to start learning Machine Learning.
  • Any intermediate level people who know the basics of machine learning, including the classical algorithms like linear regression or logistic regression, but who want to learn more about it and explore all the different fields of Machine Learning.
  • Any people who are not that comfortable with coding but who are interested in Machine Learning and want to apply it easily on datasets.
  • Any students in college who want to start a career in Data Science.
  • Any data analysts who want to level up in Machine Learning.
  • Any people who want to create added value to their business by using powerful Machine Learning tools.

Goals

What will you learn in this course:

  • Master Machine Learning on Python

  • Make powerful analysis

  • Make accurate predictions

  • Make robust Machine Learning models

  • Use Machine Learning for personal purpose

  • Build an army of powerful Machine Learning models and know how to combine them to solve any problem

  • Classify data using K-Means clustering, Support Vector Machines (SVM), KNN, Decision Trees, Naive Bayes, and PCA

  • Clean your input data to remove outliers

Prerequisites

What are the prerequisites for this course?

  • No prior experience needed, you will learn what is needed. (A basic python knowledge will definetly increase your chances of learning fast)

Machine Learning A-Z with Python with Project (Beginner)

Curriculum

Check out the detailed breakdown of what’s inside the course

Foundation
1 Lectures
  • play icon Introduction 02:28 02:28
Introduction to Machine Learning
1 Lectures
Tutorialspoint
Applied Statistics
9 Lectures
Tutorialspoint
Introduction to Python
11 Lectures
Tutorialspoint
Let's dig Machine Learning
1 Lectures
Tutorialspoint
Regression
1 Lectures
Tutorialspoint
Classification
6 Lectures
Tutorialspoint
Clustering
4 Lectures
Tutorialspoint
Ensemble ML
3 Lectures
Tutorialspoint
Our Project (Recomendation System)
3 Lectures
Tutorialspoint

Instructor Details

Selfcode Academy

Selfcode Academy

Making the most of your tech education today.

Empowering students to unleash their coding potential and become job-ready. We provide a comprehensive learning path for coding enthusiasts and assist them in various ways to ensure their success.

 Join us to explore, learn and unlock your coding future!

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