Mastering Machine Learning with Python: Techniques and Applications

Welcome to our "Mastering Machine Learning with Python" course, designed to empower learners with the knowledge and skills needed to become proficient in machine learning using Python. Throughout this course, you'll delve into the world of machine learning algorithms, techniques, and applications, mastering the art of predictive modelling and data analysis.

$59.15 $118.29 50% OFF

Mastering Machine Learning with Python: Techniques and Applications

Welcome to our "Mastering Machine Learning with Python" course, designed to empower learners with the knowledge and skills needed to become proficient in machine learning using Python. Throughout this course, you'll delve into the world of machine learning algorithms, techniques, and applications, mastering the art of predictive modelling and data analysis.

$59.15 $118.29 50% OFF


Course Overview

Greycampus’ Mastering Machine Learning with Python immerses learners in advanced machine learning algorithms, Hypothesis testing, and optimization techniques using Python. Dive deep into predictive modelling, feature engineering, and ensemble methods to solve complex real-world problems. Ideal for data scientists and aspiring machine learning engineers aiming to master the art of machine learning with Python.

Learning Experience

Tightly Planned Curriculum

Our course content is strategically released in scheduled intervals, allowing learners to progress steadily through each module while maintaining a balanced learning pace.


Experienced Instructor

Learn from industry experts with extensive experience in machine learning and Python programming. Our instructors provide valuable insights, practical tips, and real-world examples to enrich your learning experience.



Certificate

Upon successfully completing the course and passing the final assessment, you'll receive a certificate of completion. This certificate validates your proficiency in machine learning with Python and enhances your credentials in the job market.

Course Curriculum

1 Subject

Mastering Machine Learning with Python: Techniques and Applications

1 Exercises • 70 Learning Materials

Basics of matrices

Scalar ,vector, matrix and arrays

Matrix multiplication

Hypothesis Testing

Null and alternative hypothesis

One tailed and two tailed tests

Significance level and p value

Type I and Type II Errors

Decision Tree

What is a Decision Tree

Decision Tree in Brief

Terminologies used

Case study - ML

Random Forest

What is Random Forest?

Working Philosophy

Terminologies & Real-life examples

Case Study - ML

KNN

What is K-nearest-neighbour?

How does this work?

Walk through Sci-kit website

Case study - ML

SVM

Basics of Support Vector Machine

Why the name

Kernel, Gamma and C value

Case Study - ML

Naive Bayes

What is Naive Bayes Theorem

Why the name

Case study - ML

Unsupervised Learning

What is unsupervised learning?

K-Means

What is K-nearest-neighbour?

Case Study - ML

What is Market Basket Analysis

How does it work

Case study - ML

TSA

Analogy of TSA

Parts of TSA

Intro to TSA

Rolling Stats

ACF and PACF

PCA

Understanding PCA

Case study - ML

NLP

Understand NLP in detail

Case Study - ML

ANN

Deep Learning - ANN

Deep Learning - CNN (Part 1 )

Deep Learning - CNN (Part 2)

RNN

RNN - Part 1

RNN - Part 2

RNN - Part 3

Walthrough to NLP

NLP PART 1

NLP- PART 2

NLP - Part 3

NLP- PART 4

NLP- PART 5

NLP - part 6

NLP- PART 7

NLP- PART 8

Open CV

Open CV - Part 1

Open CV - Part 2

Open CV - Part 3

Open CV - Part 4

Open CV - Part 5(a)

Open CV - Part 5 (b)

Open CV - Part 6

Open CV - Part 7(a)

Open CV - Part 7(b)

Scikit Learn

Scikit-Image - Part 1

Scikit-Image - Part 2

Scikit-Image - Part 3

Scikit-Image - Part 4

Reinforcement learning

Reinforcement learning

Assignment

Assignment

Assignment Solution File

ZIP

Quiz

Quiz

Exercise

Who Should Enroll:

This course is ideal for data enthusiasts, aspiring data scientists, software developers, and anyone eager to unlock the potential of machine learning with Python. This course will equip you with the knowledge and tools needed to succeed in the dynamic field of data science.

                         Enroll today and embark on your journey to mastering machine learning with Python!