- 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
Online
₹ 3,499
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.
The highlights
- Tests can be given anytime, anywhere
- Life long e-learning access
- Government certification
- The tag of ‘VSkills’ certified on Monsterindia.com
- The tag of ‘VSkills’ certified on Shine.com
Program offerings
- E-learning
- Free practice tests
- Online e-learning access (lms)
- Hard copy of study material
Course and certificate fees
Fees information
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
certificate providing authority
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
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).
Who it is for
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
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.
The syllabus
Machine Learning Foundations
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
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
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.
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.
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.
Interested participants can check the VSkills online site wherein the reviews section opinions and views of other participants are already mentioned.
Yes, a request for the demo session can be sent to info@vskills.in.
Companies like Accenture, TCS, KPMG and Cognizant peculiar in web development are always in search of professionals that are certified in machine learning (python).
Courses related to certified Machine Learning (Python) Professional are a certified python developer and certified data science with python professional.
No, negative marking will not be there.
The duration of the test in machine learning will be 30 minutes.