Machine Learning Training

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Course Overview

Machine Learning Training: Mindmajix made it very simply in the present scenario and one can avail it to assure a career with tremendous growth. You can get hands-on experience on statistical techniques, ML model, ML algorithms, focus on deep learning, basics of regression algorithms, SVM and Improving Performance etc,. You will also get an exposure to industry based real-time projects in various verticals.
30 hours of Instructor Led Machine Learning Training
Lifetime Access to Recorded Sessions
Real World use cases and Scenarios
Practical Approach
24/7 Support
Expert & Certified Trainers

Immersive Learning

When you learn at Mindmajix, you can always rely on team of experts to provide guidance and support, whenever you need it.

30 Hrs


Instructor-Guided Lessons and Activities

Learn key objectives through expert-led lectures, discussions, and exercises.

20 Sessions

Labs & Exercises

Hands-on practice on Tools

Practice new skills and dive deeper into the day’s key topics

15 Mins After Each Session

Doubts Clarifications

Q & A Session.

Wrap up the session with clarification on concepts and labs, if needed.

See What You'll Learn

What is data science and why is it so important?

Applications of data science

Various data science tools

Data Science project methodology

Tool of choice-Python: what & why?

Case study

Installation of Python framework and packages: Anaconda & pip

Writing/Running python programs using Spyder Command Prompt

Working with Jupyter notebooks

Creating Python variables

Numeric , string and logical operations

Data containers : Lists , Dictionaries, Tuples & sets

Practice assignment

Writing for loops in Python

While loops and conditional blocks

List/Dictionary comprehensions with loops

Writing your own functions in Python

Writing your own classes and functions

Practice assignment

Need for data summary & visualization

Summarising numeric data in pandas

Summarising categorical data

Group wise summary of mixed data

Basics of visualisation with ggplot & Seaborn

Inferential visualisation with Seaborn

Visual summary of different data combinations

Practice assignment

Introduction to NumPy arrays, functions & properties

Introduction to Pandas & data frames

Importing and exporting external data in Python

Feature engineering using Python

Linear Regression

Regularisation of Generalised Linear Models

Ridge and Lasso Regression

Logistic Regression

Methods of threshold determination and performance measures for classification score models

Case Study

Introduction to decision trees

Tuning tree size with cross validation

Introduction to bagging algorithm

Random Forests

Grid search and randomized grid search

ExtraTrees (Extremely Randomised Trees)

Partial dependence plots

Case Study & Assignment

Concept of weak learners

Introduction to boosting algorithms

Adaptive Boosting

Extreme Gradient Boosting (XGBoost)

Case Study & assignment

Converting business problems to data problems

Understanding supervised and unsupervised learning with examples

Understanding biases associated with any machine learning algorithm

Ways of reducing bias and increasing generalisation capabilites

Drivers of machine learning algorithms

Cost functions

Brief introduction to gradient descent

Importance of model validation

Methods of model validation

Cross validation & average error

Introduction to idea of observation based learning

Distances and similarities

k Nearest Neighbours (kNN) for classification

Brief mathematical background on SVM/li>

Regression with kNN & SVM

Case Study

Need for dimensionality reduction

Principal Component Analysis (PCA)

Difference between PCAs and Latent Factors

Factor Analysis

Hierarchical, K-means & DBSCAN Clustering

Case study

Gathering text data using web scraping with urllib

Processing raw web data with BeautifulSoup

Interacting with Google search using urllib with custom user agent

Collecting twitter data with Twitter API

Naive Bayes Algorithm

Feature Engineering with text data

Sentiment analysis

Case study

Need and Importance of Version Control

Setting up git and github accounts on local machine

Creating and uploading GitHub Repos

Push and pull requests with GitHub App

Merging and forking projects

Introduction to Bokeh charts and plotting

Examples of static and interactive data products

Case study

Mindmajix offers advanced Machine Learning interview questions and answers along with Machine Learning resume samples. Take a free sample practice test before appearing in the certification to improve your chances of scoring high.

Have any queries regarding course curriculum, speak to our course advisor

Connect with Advisor

Gear up your skills with real-life industry-based projects !

Work on real time Machine Learning projects - The primary goal of this project work is to to gear up the skill set required and amplify individual competencies, experience, exposure which align with the current job market to addresses real world business challenges.

Most effective training
Helps you to learn all critical skills required
Opportunity to work on live projects with real life scenarios
Extensive hands-on practice

Modes of Training

For Individuals
For Corporates

Our Course in Comparison

  • Features
  • Setup Demos at your Convenient Time
  • 1-1 Training
  • Batch Start Dates
  • Customize Course Content
  • LifeLong Access to LMS
  • 24*7 Support
  • EMI Option
  • Group Discounts
  • Mindmajix
  • At your Convenience
  • Other Virtual Live Classes
  • Fixed

Loved by Users

Upcoming Batches

  • Weekend

    Mar 23 (2 hrs a day)

    6:30 AM IST
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Machine Learning Certification Pass Guranteed!

Upon successful completion of the program, you will be awarded a Certificate from Mindmajix for Machine Learning Training.

Complete Your Course

Successfully complete your course and let the community know about your achievement.

Become Certified

Get your certificate by Mindmajix and have it generated to print with your name.

Impress Your Employer

Don’t just show off your achievement to the community, use it to advance in your career.


Have questions? We’ve got the answers. Get the details on how you can grow in this course.

One of the very important things which we let all our trainees know is machine learning in the present scenario is quite different than what it was a few years ago. Students are introduced to various strategies that enable computers to learn from the available data. We also make sure that individual attention is paid to every student. The frequentative positioning of this branch of Artificial Intelligence is significant due to the fact that different models are exposed to novel data and they must be able to adapt the same easily. Mindmajix gives strong emphasis on producing Machine Learning experts with top-notch skills.

Our trainers have relevant experience in implementing real-time solutions on different queries related to different topics. Mindmajix verifies their technical background and expertise.

We record each LIVE class session you undergo through and we will share the recordings of each session/class.

Trainer will provide the Environment/Server Access to the students and we ensure practical real-time experience and training by providing all the utilities required for the in-depth understanding of the course.

If you are enrolled in classes and/or have paid fees, but want to cancel the registration for certain reason, it can be attained within 48 hours of initial registration. Please make a note that refunds will be processed within 30 days of prior request.

The Training itself is Real-time Project Oriented.

There are some Group discounts available if the participants are more than 2.

As we are one of the leading providers of Live Instructor LED training, We have customers from USA, UK, Canada, Australia, UAE, Qatar, NZ, Singapore, Malaysia, India and other parts of the world. We are located in USA. Offering Online Training in Cities like
New York, New jersey, Dallas, Seattle, Baltimore, Houston, Minneapolis, Los Angeles, San Francisco, San Jose, San Diego, Washington DC, Chicago, Philadelphia, St. Louis, Edison, Jacksonville, Towson, Salt Lake City, Davidson, Murfreesboro, Atlanta, Alexandria, Sunnyvale, Santa clara, Carlsbad, San Marcos, Franklin, Tacoma, California, Bellevue, Austin, Charlotte, Garland, Raleigh-Cary, Boston, Orlando, Fort Lauderdale, Miami, Gilbert, Tempe, Chandler, Scottsdale, Peoria, Honolulu, Columbus, Raleigh, Nashville, Plano, Toronto, Montreal, Calgary, Edmonton, Saint John, Vancouver, Richmond, Mississauga, Saskatoon, Kingston, Kelowna, Hyderabad, Bangalore, Pune, Mumbai, Delhi, Dubbai, Doha, Melbourne, Brisbane, Perth, Wellington, Auckland etc…

Machine Learning experts can simply enhance their skills in managing data and making computers and other similar devices more intelligent in performing their tasks automatically. Machine Learning Training course gives certified professionals a lot of career building opportunities.

Intelligence managers can join this course to gain more skills. Moreover, it is beneficial for:
• Software Developers
• Application Managers
• Data analytics experts

Machine Learning Training course covers projects based on artificial intelligence and data analytics to ensure maximum learning. 
In this course, data analysis is an important aspect and students are introduced to various methods related to same. The primary aim is to let them automate the analytical model building. As Machine Learning is a branch of artificial training, we enable students to learn how the machines can be made to learn and handle various important business processes. 

Machine Learning Trends

Hospitals all over the world are considering this approach and are enhancing the patient care in several aspects. It has been predicted that in the next five years, hospitals across the globe will be hiring Machine Learning experts on a very large scale. 

Experts are considering Machine Learning to boost climate models and it is quite true that this approach can be very useful to enhance climate forecast.

Several Organizations have started adopting Machine Learning due to its diverse array of benefits. Recently Qualcomm has also hired a Netherland-based organization for the same purpose.

Machine Learning Salary Trends:

• Application Manager- $87,000 per year
• Software Developer- $88,000 per year
• Data Analyst- $90,000 per year

Machine Learning Salary Trends

Disclaimer- This information related to salary trends of Machine Learning experts can vary depending on the location and skills of a professional.

How to Get Certified in Machine Learning Course?

If you want to be a certified professional in Machine Learning, there are two options available for you:

• Beginner’s Level Diploma in Machine Learning 
• Advanced Level Diploma in Machine Learning

Machine Learning is an excellent Artificial Intelligence approach that has gained publicity because of its error free results. A very large number of organizations all over the world have invested in this approach to get the most favorable results. As organizations can simply make sure that computers are acting without explicitly programmed, they are looking for the experts who can help them in accomplishing this task. Therefore building a career as a Machine Language expert is one of the best choices.

MindMajix Course Completion Certificate

Mindmajix guarantees that the educational experience you gain will deliver value even after you complete the with its course completion certificate. This will undoubtedly be one of the valuable certifications for your career path and your first step in building a career in Machine Learning Course. You can earn this after successful completion of your project work and can get your CV noticed. It also shows you are motivated to learn and that you have genuine expertise.

Have More Questions. Reach our Support Team

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Join a Demo Session

See if this course is a fit for you by joining us for an online info session. You’ll meet our team, get an overview of the curriculum and course objectives, and learn about the benefits of being a student at Mindmajix

Attend a Demo Session | Meet the Expert Who Can Kickstart Your Career in Machine Learning

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