Machine Learning A-Z™: Hands-On Python & R In Data Science by Udemy: Fee, Duration, How to Apply

Quick Facts

particular	details
Medium of instructions English	Mode of learning Self study	Mode of Delivery Video and Text Based

Course overview

The Machine Learning A-Z™: Hands-On Python & R In Data Science online course is a study about the algorithms of machine learning using Python and R programming languages in data science. The online course is provided by Udemy for students who wish to learn about data science and machine learning concepts. The course consists of forty-four hours worth of videos, lectures, articles, and other significant resources for the students to learn at their own pace.

The online training helps engages the students in practical understanding of concepts and principles to apply in real-time situations.

The online program is developed by instructors such as Kirill Eremenko(Data Scientist), Hadelin de Ponteves(AI Entrepreneur), SuperDataScience Support, and Ligency Team. The students get access to the course materials all the time. The Machine Learning A-Z™: Hands-On Python & R In Data Science training program will provide the students with the course certificate after completing the program.

Course and certificate fees

Fees information

₹ 449 ₹3,999

The students of the ‘Machine Learning A-Z™: Hands-On Python & R In Data Science’ certification course can get access to the course paying the course fee as mentioned in the table,

Machine Learning A-Z™: Hands-On Python & R In Data Science fee structure

Course fee

Rs 3999

certificate availability

Yes

certificate providing authority

Udemy

Who it is for

Data scientist

The Machine Learning A-Z™: Hands-On Python & R In Data Science online certification helps the students to prepare themselves in gaining knowledge and skills to be an expert of Data scientists and learn about machine learning.

Eligibility criteria

The students who wish to apply for the ‘Machine Learning A-Z™: Hands-On Python & R In Data Science’ online training should have basic knowledge of high school level mathematics to join the course.

Certificate qualifying details

The Machine Learning A-Z™: Hands-On Python & R In Data Science training provides the students a certificate of completion after finishing the course study.

What you will learn

Machine learning Data science knowledge Knowledge of python Knowledge of programming algorithms

The Machine Learning A-Z™: Hands-On Python & R In Data Science syllabus structure enables the students to gain a complete understanding of the domain of machine learning with the following aspects,

Definite predictions and build strong machine learning models.
Utilize the techniques of machine learning for personal purposes and the advanced techniques for dimensionality reduction.
Create a bunch of machine learning models and know the methods to combine them and use them to solve problems.
Perform power analysis and add value to your business.
Reinforcement learning, deep learning, and Natural Language Processing(NLP).

The syllabus

Welcome to the course

Part 1: Data Processing

Data Processing in Python
Data Processing in R

Part 2: Regression

Simple Linear Regression
Multiple Linear Regression
Polynomial Regression
Support Vector Regression (SVR)
Decision tree regression
Random forest regression
Evaluating Regression Models performance
Regression Model Selection in Python
Regression Model Selection in R

Part 3: Classification

Logistic Regression
K-Nearest Neighbours (K-NN)
Support Vector Machine (SVM)
Kernel SVM
Naive Bayes
Decision Tree Classification
Random Forest Classification
Classification Model Selection in Python
Evaluating Classification Models Performance

Part 4: Clustering

K-Means Clustering
Hierarchical Clustering

Part 5: Association Rule Learning

Apriori
Eclat

Part 6: Reinforcement Learning

Upper Confidence Bound(UCB)
Thompson Sampling

Part 7: Natural Language Processing

Part 8: Deep Learning

Artificial Neural Networks
Convolutional Neural Networks

Part 9: Dimensionality Reduction

Principle Component Analysis(PCA)
Linear Discriminant Analysis(LDA)
Kernel PCA

Part 10: Model Selection & Boosting

Model Selection
k-fold Cross-Validation
Parameter Tuning
Grid Search
XGBoost

Bonus lecture

Admission details

The students interested in joining the ‘Machine Learning A-Z™: Hands-On Python & R In Data Science’ course can register online through the Udemy website.

Step 1: Using the link below get to the course page,

https://www.udemy.com/course/machinelearning/

Step 2: Select the ‘Buy Now’ option below the course name on the page.

Step 3: Follow the instructions to complete the registration.

Filling the form

The applicants should fill in the registration form with their name, email address, and a password for the Udemy course account to join the course.

How it helps

The Machine Learning A-Z™: Hands-On Python & R In Data Science helps the students in equipping themselves with the machine learning skills and knowledge about the use of Python and R in Data Science. The students gain exclusive data science knowledge with expertise for career development along with the course certificate.