Certified Machine Learning (Python) Professional by Vskills: 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

VSkills also assures that the candidates receive the machine learning training experience from actual machine learning expert trainers and that too on hands-on real-time scenarios. Machine learning VSkills certification evaluates the participants of the course according to the needs of the company for machine learning.

The course gives an individual exposure to all the fundamentals of machine learning. It is a perfect way to build up your career and open the gates of opportunities in the career.

During the trial of the programme, participants will learn unsupervised study, supervised study, unsupervised learning models, supervised learning models, applying machine learning techniques and neutral networks. Participants will also be given exposure to basic machine learning techniques and participants will learn to derive different solutions to problems using machine learning. To get a certificate in Machine Learning (Python), the candidate has to appear in a test and score a minimum of 50 percent.

Course and certificate fees

Fees information

₹ 3,499

The Certified Machine Learning (Python) Professional fee detail is as mentioned below:

The basic programme fee is Rs. 3,499

Head	Programme Fees in Rupees
Programme fees	3,499/-

certificate availability

Yes

certificate providing authority

Vskills

Who it is for

Software developer

Candidates who can apply for this course is given below:

Applicants willing to work in IT sector
Applicants willing to work in software development sector
Students, professionals, freshers willing to learn machine learning

Eligibility criteria

Education

The participants must have passed high school.

Certification Qualifying Details

Once the participants have successfully completed the machine learning (python) professional course with a minimum of 50 per cent marks, they will be awarded with government certification and get tagged as ‘VSkills certified’ on Shine.com and Monsterindia.com.

What you will learn

Machine learning Knowledge of deep learning

Once participants have completed the machine learning course participants will learn the following concepts:

Differentiation of problems that can be solved by machine learning techniques in the competitive market today.
Advanced machine learning skills that can emerge as a greater earning potential.
The process of logistics and regression in machine learning.
The concepts of conditional probability and regularization etc.
Different algorithm concepts to solve problems with machine learning (python).

The syllabus

Machine Learning Foundations

What is Machine Learning
Types of Machine Learning
How does a Machine Learning Algorithm Works
Parametric and Non-Parametric Algorithms
Regression and Classification
Clustering
Preparing Your Data
Outliers
Problem of Underfitting and Overfitting
The Bias-Variance trade-off
Intro to jupyter notebooks
Data Science packages

Regression Analysis

What is Regression Analysis
Linear Regression
Cost Function
Gradient Descent
Polynomial Regression
Logistic Regression
Cost Function for Logistic Regression
Regularization
Evaluating a Machine Learning Model

Bayesian Statistics

Introduction to Conditional Probability
Bayes Rule
Bayesian Learning
Naïve Bayes Algorithm
Test your understanding of Bayes Theorem
Solution – Test Your Understanding of Bayes Theorem
Bayes Net
Markov Chains

Tree Based Learning

Decision Trees
Gini Index
ID3 Algorithm – Entropy
ID3 Algorithm – Information Gain
Practice Example – Information Gain

Project – 1

House Price Predictions

Project – 2

SMS Spam Classifier

Ensemble Learning

What is Ensemble Learning
Bagging
Random Forest Algorithm
Boosting

Support Vector Machines

Introduction to Support Vector Machines
Support Vectors
Kernel
Hyperparameters in SVMs

Instance Based Learning & Feature Engineering

What is Instance Based Learning
K-Nearest Neighbours Algorithm
Dimensionality Reduction
Principle Component Analysis
Feature Scaling
K-Means Algorithm

Project – 3

Breast Cancer Prediction

Deep Learning

Introduction to Deep Learning
Perceptron
Perceptron Exercise
Solution – Perceptron Exercise
Deep Neural Networks
Deep Neural Networks – 2
Activation Functions - 1
Activation Functions - 2
Backpropagation Algorithm
Convolutional Neural Nets

Project – 4

Image Classification using Deep Learning

Admission details

A few steps need to be followed by the candidate while applying for this course.

The steps are as mentioned below:

Step 1: the interested candidates must visit the website of VSkills certification while applying for the machine learning (python) professional course.

Creating an account is mandatory for the candidates if an account does not already exist.

Step 2: Adding the account details with which the candidate is going to pay for the course.

Step 3: Selection of a payment method that is suitable for the candidate. The site provides easy online payment options. Click on “buy now” to proceed with the payment which can be done by net banking/credit/ debit card.

NOTE: the candidates need not fill the application form if they are paying online.

Evaluation process

To get Certification in Machine Learning, the candidate should appear in a test and score a minimum of 50 percent. No negative marking is there.

How it helps

Certified Machine Learning (Python) Professional course gives the candidates who have successfully completed it an increase in employment opportunities in the software development and IT sector.

Machine learning is one of the fastest-growing fields in the industry today and is in great demand too. Thus, doing this course gives the candidate an edge over everyone else.

And since machine learning operations based on algorithms tend to operate at expedited levels, it is a fast processing device which gives real-time predictions which every firm today in need of. With this certification candidates get a step closer towards working with such types of companies. In a nutshell, machine learning has the ability to identify, process and create data.

FAQs

Will the participants receive a certificate after completion of the machine learning course?

After the completion of the machine learning (python) professional program, participants will receive a government certification with a tag from VSkills on Monster India and Shine.com.

Is the machine learning course important in today’s world?

The machine learning (python) professional program is an updated course created to solve the problems of today’s digital world in a very scientific manner.

Will the participants have enough job opportunities?

Once the participants have successfully completed this certified course participants can apply for in various top shot companies of the IT and software development sector.

Are there any reviews available for the machine learning program?

Interested participants can check the VSkills online site wherein the reviews section opinions and views of other participants are already mentioned.

Does the machine learning course have any facility for a demo session?

Yes, a request for the demo session can be sent to info@vskills.in.

What are the companies that hire VSkills certified machine learning professionals?

Companies like Accenture, TCS, KPMG and Cognizant peculiar in web development are always in search of professionals that are certified in machine learning (python).

What are other courses related to machine learning?

Courses related to certified Machine Learning (Python) Professional are a certified python developer and certified data science with python professional.