Machine Learning Training

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Machine Learning Course Overview

Mindmajix Machine Learning training will help you develop the skills and knowledge required for a career as a Machine Learning Engineer. You will gain in-depth knowledge on all the concepts of machine learning including supervised and unsupervised learning, algorithms, support vector machines, etc., through real-time industry use cases, and this will help you in clearing the Machine Learning Certification Exam.
25 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.

25 Hrs

Lecture

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.

2 Sessions

Projects/Use-Cases Explanation

End to End Sample Project/Use-Case Explanation

Machine Learning Course Objectives

Upon course completion, the candidate will be able to:

  • Describe Machine Learning(ML) and its concepts
  • Gain insights into the roles played by a Machine Learning Engineer
  • Discuss various ML algorithms and their implementation
  • Validate ML algorithms
  • Harvard Business Review endorses Machine Learning as the hottest job for today’s digital world due to its remarkable achievements in the R&D (Research and Development) sector.
  • Most top-rated organizations are seeking Machine Learning professionals and offering high payouts.
  • According to Indeed.com, on average, a Machine Learning professional earns $110,304 per annum.

Machine Learning is being used by most among the world leading organizations. This training is the perfect choice for:

  • Analytics managers
  • Developers
  • Business Analysts
  • Information architects 
  • Graduates aiming to build a machine learning career

The participants of our training should have:

  • Familiarity with Python Programming fundamentals
  • Fair understanding of Statistics and Mathematics basics

The following are the essential skills that users will gain upon completion of our training course:

  • Representation of an artificial neural network
  • Fundamentals of using data to train machines
  • Logistic regression for classifying data using R
  • Designing of a machine learning system
  • Principle Component Analysis of data modeling
  • Support Vector Machines algorithms
  • Linear regression with multiple variables using R

Machine Learning Course Curriculum

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

Modes of Machine Learning 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 Machine Learning Training online
  • At your Convenience
  • Other Virtual Live Classes
  • Fixed

Machine Learning Certification !

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 Course Completion certificate from Mindmajix.

Apply for Jobs

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

 The Machine Learning Certification costs USD 325.

  • Certification in Machine Learning indicates that you have an abundant amount of expertise in ML and its applications.
  • Machine Learning Certification will help you get much higher payouts than other technology certifications.
Our Machine Learning course covers all the topics that are required to clear Machine Learning certification. Trainer will share Machine Learning certification guide, Machine Learning certification sample questions, Machine Learning certification practice questions, Machine Learning certification dumps.

Machine Learning Upcoming Batches

  • Weekday

    May 23 (2 hrs a day)

    7:00 AM IST
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  • Weekend

    May 25 (2 hrs a day)

    6:30 AM IST
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  • Weekend

    May 26 (2 hrs a day)

    6:30 AM IST
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  • Weekday

    May 28 (2 hrs a day)

    7:00 AM IST
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  • Weekday

    May 30 (2 hrs a day)

    6:30 AM IST
    Enroll Now & Avail 15% off →
  • Weekend

    Jun 1 (2 hrs a day)

    6:30 AM IST
    Enroll Now & Avail 10% off →
Schedules Doesn't Suit You ?

Our Team can set up a batch at your convinient time.

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Loved by Users

Gear up your skills with real-life industry-based Machine Learning 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

FAQ's!

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

We offer two kinds of discounts. They are group discount and referral discount. Group discount is offered when you join as a group, and referral discount is offered when you are referred from someone who has already enrolled in our training.

Yes, we will discuss with our instructor and will schedule according to the time convenient to you.

The trainer will give Server Access to the course seekers, and we make sure you acquire practical hands-on training by providing you with every utility that is needed for your understanding of the course.

The trainer is a certified consultant and has significant amount of experience in working with the technology.

We will take care of providing you with all that is required to get placed in a reputed MNC and also forward your resume to the companies we tie-up with. Starting from providing the in-depth course material to explanation of the real-time scenarios and preparing your resumes, we will make you gain expertise so that you can get a job.

We assist you completely in acquiring certification. We ensure you will get certified easily after our training.

Yes, we accept payments in two installments.

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 first 2 sessions of the training. Please make a note that refunds will be processed within 30 days of prior request.

Our trainer explains every topic along with real-time scenarios. In the last one or two sessions, the trainer will explain one end-to-end project to showcase the real time working environment.

Have More Questions. Reach our Support Team

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More About Machine Learning Online Training

  • The need for Machine Learning professionals is rising among the organizations irrespective of their nature and size.
  • It is listed consistently among the top paying certifications around the globe.

The job options are listed as follows:

  • Software Engineer
  • Software Developer
  • Data Scientist
  • Computational Linguist

The world's leading companies welcoming Machine Learning professionals are:

  • Yelp
  • Pinterest
  • Facebook
  • Twitter
  • Google
  • Edgecase 
  • Baidu
  • HubSpot
  • IBM
  • Salesforce

Have any queries regarding Machine Learning course, speak to our course advisor

Talk to Course Advisor

Join a Free Machine Learning 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

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