Machine Learning Training

Get Your Dream Job With Our Machine Learning Training

Get a rewarding career by mastering Machine Learning at HKR Trainings from our expert trainers. We have designed this Machine learning training as per the current industry requirements. So you would get personalized training on Machine Learning. Every concept will be taught using real-time use cases. You would also be working on..... the real time project for practical knowledge.In all these aspects our MAchine Learning experts will be assisting you and guiding you. Hurry up! Enroll now for our Machine learning Certification training at HKR Trainings and take part in the highly interactive Machine learning sessions and boost your career. Read more

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Why should I learn Machine Learning?

There is a great future scope and career growth for the one who opts this techno.....logy. Read more

Certification in machine learning will show a wide range of opportunities for th.....e job seekers as well as for professionals. Read more

Moreover, it has a demanding profile and most companies are searching for the ce.....rtified professionals in this field. Read more

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Machine Learning Course Overview

Machine learning  is a subset of artificial intelligence that makes software applications more accurate by estimating the outcomes without having to be programmed explicitly to do it. MAchine learning uses the previous data as the input for estimating the outputs. Today most of the leading companies like google, facebook, uber, etc., are making machine learning an essential part in their operations.

At HKR Trainings our main objective is to give our learners the best learning experience and help them in every aspect in achieving their dream job through our Machine learning training. So we have skilled Machine learning professionals who can teach you the concepts like Machine learning basics, data preprocessing, supervised learning, unsupervised learning, feature engineering, linear regression, decision tree and Random forest, deep learning, natural language processing, text mining, etc., effectively and clearly. So you would get the complete knowledge on the Machine learning concepts. Get into a lucrative profession by enrolling now and learning machine learning from our experts at HKR Trainings.

Machine Learning Course Content Download Curriculum

The Machine Learning course curriculum is structured to streamline the learning process by a team of experts. You can find the complete course details in below-mentioned modules

1.1 Need of Machine Learning

1.2 Introduction to Machine Learning

1.3 Types of Machine Learning

  • Supervised
  • unsupervised 
  • reinforcement learning 

1.4 Machine Learning with Python 

1.5 The applications of Machine Learning

2.1 Introduction to Data Exploration

2.2 Data Exploration Techniques

2.3 Seaborn

2.4 Data Wrangling

2.5 Missing values in a dataset

2.6 Outlier values in a dataset

2.7 Data Manipulation

2.8 Different types of Joins

2.9 Typecasting

3.1 Understanding the Algorithm

3.2 Supervised Learning Flow

3.3 Types of Supervised Learning

3.4 Types of Classification Algorithms

3.5 Types of Regression Algorithms

3.6 Accuracy Metrics

3.7 Cost Function

3.8 Evaluating Coefficients

3.9 Challenges in Prediction

4.1 Regression

4.2 Factor Analysis Process

4.3 Principal Component Analysis (PCA)

4.4 First Principal component

4.5 Eigen values and PCA

4.6 Feature Reduction

4.7 Linear Discriminant Analysis

4.8 Maximum Seperate Line

5.1 Introduction to regression

5.2 Simple linear regression

5.3 Multiple linear regression and assumptions in linear regression

5.4 Math behind linear regression 

6.1 Introduction to classification

6.2 Linear regression vs logistic regression

6.3 Math behind logistic regression 

  • Detailed formulas
  • The logit function and odds 
  • Confusion matrix and accuracy 
  • True positive rate 
  • False positive rate
  • Threshold evaluation with ROCR

7.1 Introduction to tree-based classification

7.2 Understanding a decision tree 

  • Impurity function 
  • Entropy
  • Understanding the concept of information gain for the right split of node.

7.3 Understanding the concepts of information gain

  • Impurity function 
  • Gini index
  • Overfitting
  • Pruning
  • Pre-pruning
  • Post-pruning
  • Cost-complexity pruning

7.4 Introduction to ensemble techniques 

  • Bagging and random forests
  • Finding out the right number of trees required in a random forest

8.1 Introduction to probabilistic classifiers

8.2 Understanding Naïve Bayes and math behind the Bayes theorem

8.3 Understanding a support vector machine (SVM)

8.4 Kernel functions in SVM and math behind SVM

9.1 Types of unsupervised learning

  • Clustering 
  • Dimensionality reduction
  • Types of clustering

9.2 Introduction to k-means clustering

9.3 Math behind k-means

9.4 Dimensionality reduction with PCA

10.1 Introduction to Natural Language Processing (NLP)

10.2 Introduction to text mining

10.3 Importance and applications of text mining

10.4 How NLP works with text mining

10.5 Writing and reading to word files

10.6 Language Toolkit (NLTK) environment

10.7 Text mining: Its cleaning, pre-processing, and text classification

11.1 Introduction to Deep Learning with neural networks

11.2 Biological neural networks vs artificial neural networks

11.3 Understanding perception learning algorithm

11.4 Introduction to Deep Learning frameworks

11.5 TensorFlow constants, variables, and place-holders

12.1 What is a time series? Its techniques and applications

12.2 Time series components

12.3 Moving average, smoothing techniques, and exponential smoothing

12.4 Univariate time series models

12.5 Multivariate time series analysis

12.6 ARIMA model and time series in Python

12.7 Sentiment analysis in Python (Twitter sentiment analysis) and text analysis

13.1 Overview of Ensemble Learning

13.2 Working of AdaBoost

13.3 AdaBoost Algorithm and Flowchart

13.4 Gradient Boosting

13.5 XGBoost

13.6 Model Selection

13.7 Common Splitting Strategies

13.8 Cross Validation

At HKR, we provide practice tests at the end of the course along with Machine Learning Interview Questions, Machine Learning Tutorial, Community Questions and Answers, Sample Resumes, etc to crack the interview.

We at HKR trainings provide the learners with practice Mock Interview Sessions and excellent Job Support at the end of the course.
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Machine Learning Training Highlights 100% Money Back Guarantee

30 Hrs Instructor-Led Training

Learn on your own timeline

Master Your Craft

Real-world & Project Based Learning

Lifetime LMS & Faculty Access

24/7 online expert support

Access to an online community forum

Customised course creation

Machine Learning Training Advantages

This Technology Offers Excellent Career Opportunities Worldwide.

Salaries Offered for Certified Professionals is Very High and More Number of People Started Learning this Course.

It has a Great Learning Scope

Streamlined Work Process Helps You Execute all Complex Tasks Easily.

Fast track your career growth with Machine Learning Training Certification course.

Machine Learning Online Training Objectives

Machine learning training is a training on Machine learning Concepts. It is designed for professionals interested in developing skills in Machine learning. Machine learning training offered by HKR Trainings will equip you with all the skills that you need to obtain the best job opportunity.

To start with the Machine Learning training course, you need to check with the best institute that delivers knowledge. Before proceeding to join any training, take suggestions from the experts who had already learned the course. We at HKR, with a team of industry experts, are ready to fulfill your dream career to achieve a job in desired companies.

Machine learning is a demanding career. To build a career in Machine learning one needs to gain in depth knowledge of the concepts right from the basics. If you are a beginner and willing to learn Machine learning, you need to enroll at HKR Trainings. Besides the Machine learning training sessions, we provide our learners with tutorials, blogs, recorded session videos, etc., which will help them in mastering  the subject.

To start with this Machine learning Course, you need to either click on the Enrol Now icon at the top of the screen, or contact us at our customer care number, or just enter your details in the pop-up and submit it. Our Support Team will contact you as soon as possible and give you more information regarding the training process.

When you complete your Machine learning training along with the assignments and Real-time projects, HKR Trainings will issue you the course completion certificate. This certification will help you to get hired very quickly.

Our trainers for Machine learning training are professionals with more than ten years of work experience. They will provide you with Machine learning Training. They have a flair for making learning fun and easy. So you will get the best Training in Machine learning.

Getting a Machine learning Certification will differentiate you from the non-certified people. It will boost your skills, confidence, and career. It will help you to get a salary hike. It will also help you to obtain better job opportunities with the best package.

Yes! Right from the first day of your Machine learning training, our trainers make sure that you understand all the concepts and provide you with complete guidance to reach your dream job. And when you complete your course, you will also get assistance in resume preparation which gives you the confidence to clear your interview. Moreover, We are also tied up with some corporate companies. So when they have a requirement, we send your profiles to them.

Interested in our Machine Learning Training program ?

Machine Learning Training Options

We follow four Machine Learning Training formats for the flexibility of our students.

Live Online Training

  • » Interact live with industrial experts.
  • » Flexible Schedule.
  • » Free Demo before Enroll.

1:1 Live Online Training

  • » Dedicated Trainer for you.
  • » 1:1 Total Online Training.
  • » Customizable Curriculum.


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Self-Paced E-Learning

  • » Get E-Learning Videos.
  • » Learn Whenever & Wherever.
  • » Lifetime free Upgrade.

Corporate Training

  • » Customized Training.
  • » Live Online/Classroom/Self-paced.
  • » 10+ years Industrial Expert Trainers.


Certifications play a vital role in showcasing your tech skills and also help to achieve your dream career. Moreover, it shows your talent to connect with real-time projects. Many companies are preferring candidates with certifications as their main priority and also provide substantial salary packages.

AWS Certified Machine Learning

This certification validates the aspirant’s ability to design, implement, deploy, and maintain machine learning (ML) solutions for given business problems. The exam incorporates the topics of Data Engineering, Exploring Data Analysis, Modeling, Machine learning implementation and Operations.

  • Exam Title: AWS Certified Machine Learning - Speciality
  • Duration: 180 minutes
  • Format: Multiple choice
  • Passing score: minimum 750 on a scale of 100 - 1000

We at HKR, help the candidates to achieve certifications through our industry-oriented training. Once, you're done with complete training along with real-time projects then we provide the course completion certificate. It illustrates that you are proficient in the technology to handle various real-time projects. HKR certification is well recognized across all top MNCs and helps you get into a job quickly.

HKR Trainings Certification

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Machine Learning Projects

Every course we offer includes real-time projects which provide you with real-time experience. The practical knowledge improves your domain expertise and helps you in clearing the certifications with ease.

Uber wants to improve the accuracy of its fare prediction model. Help Uber by choosing the best data and AI technologies in building its next-generation model.

Mercedes-Benz wants to shorten the time models spend on its test-bench, thus reducing a car’s time to market. Build and optimize a Machine Learning algorithm to solve this problem.

The Inter-American Development bank wants to qualify people for an aid program. Help the bank to build and improve the accuracy of the data set using a random forest classifier.

Use the data of Amazon employees and their access permissions to build a model that automatically decides access privileges as employees enter and leave roles within Amazon.

Our Learners



Hello everyone, myself karna just completed the machine learning training under the supervision of t.....he experienced professionals.The trainers delivered the industry oriented training by covering all the concepts in depth. Thanks to the entire team at HKR trainings. Read more



Perfect place to take the machine learning training with the expert trainers guidance. Cleared all t.....he doubts on stand and provides good course content. Thanks. Read more



Excellent career developing machine learning training by the trainers. Provides good support and to clear the machine learning certification exam. I definitely recommend this training institute for my friends as well. Read more

Machine Learning Training Reviews


Every class is recorded. If you have missed your class, you can learn those concepts from the recorded sessions of the missed class. So, No worries! 

Yes! Right from the first day of your Machine learning training, our trainers make sure that you understand all the concepts and provide you with complete guidance to reach your dream job. And when you complete your course, we will also assist you in your resume preparation which will give you the confidence to clear your interview. Moreover, We are also tied up with some corporate companies. So when they have a requirement, we send your profiles to them.

At HKR, we provide a free demo session for training seekers so they can check our quality and method of education before they enroll.

Our trainers are real-time experts who are presently working on a particular platform on which they are providing training.

You can contact our customer care number if your query does not belong to any of the questions we have addressed in this article. We will get back to you as soon as possible.

HKR Trainings assures that the learners get a quality course from our trainers. You (the learners) will have lifetime access to recorded sessions. So in case of any doubts, you can watch these recorded sessions or even can ask your trainers to clarify them. Moreover, you will also be working on a real-time project which will help you understand the concepts more clearly. So there is no question of not being satisfied.

We will accept the Refund requests within three days of the course purchase without raising questions in case of Instructor-led training. We do not accept the cancellation requests or provide any refund for the Self-paced Course once you have purchased it.

In India, the salary for a Machine Learning Engineer is in between ₹ 3.5 Lakhs and ₹ 21.1 Lakhs.

Python is the best fit for Machine learning. It has access to a number of libraries. Moreover it is a very easy language to use.

Of Course Yes! Machine learning is a good career option. Machine learning engineer is the top most job in terms of job openings, salary and demand.

You need to have in depth knowledge of some of the mathematical and computer science concepts. You even need a lot of attention to find the inefficiencies in the algorithms and optimize them. These are some of the aspects that make Machine learning hard.

Machine learning is referred to as a branch of computer science and artificial intelligence in which the primary focus is on the usage of the data and the algorithms to help the humans learn and improve the efficiency. In fact, Machine learning is considered as one of the crucial components in the data science field and makes use of the algorithms and statistical methods in order to make predictions and uncover the key insights.

As Machine learning is a branch of artificial intelligence, it has the capability to provide the systems with the ability of learning things automatically and gain experience without any explicit programming. The primary focus of machine learning is to develop the computer programs which are capable of accessing and also use it for learning.


Yes! Generally Machine learning is built on mathematical prerequisites. Machine learning will be interesting when you realize why math is used.

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