Machine Learning Training in Mohali

Get Your Dream Job With Our Machine Learning Training in Mohali

HKR Trainings offers you one of the best Machine Learning Training in Mohali that Machine learning provides an in-depth summary of the topics of machine learning, including real-time data work, algorithm creation using supervised and unsupervised learning, regression, classification, and modeling of time series. Learn how to use..... Python to draw data from predictions in this Machine Learning certification training. Our expert trainers in Mohali deliver the lecturers more practically to gain real experience. Get the pioneering Machine Learning training course in Mohali from accredited Machine Learning mentors.  Read more

Trusted Professionals   Batch Starts On: 26th Sep

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Why should I learn Machine Learning?

By 2022, machine learning demand is projected to hit USD 8.81 billion, with a gr.....owth rate of 44.1%, reflecting the increased adoption of machine learning among businesses. Read more

The average salary for a data scientist is INR 1364k, and the average salary for..... a machine learning engineer is INR 1594k as per glassdoor. Read more

As per indeed, Machine learning professionals' salaries are in between INR 13,83.....6 - INR 55,307 a month in Mohali, Punjab. Read more

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Machine Learning Training Mohali - Course Overview

Machine learning is an artificial intelligence (AI) technology that gives systems the ability to learn and develop from experience automatically without being explicitly programmed. Machine learning focuses on creating computer programs that can access and use the information to learn about themselves. Machine learning enables enterprises to convert vast data sets into knowledge and intelligence that can be applied. It is incorporated into daily business processes and operational activities to adapt to changing consumer demands or business conditions.

HKR provides the best Machine Learning Training in Mohali to help you become a trained and competent expert in Machine Learning. Our Machine Learning certification course in Mohali covers all the key concepts such as fundamentals of machine learning, machine learning concepts, python, data science, iterative operations and functions, visualization, data handling, linear models, text mining, unsupervised algorithms, etc. You will get full assistance and real-time project support from professional experts during the training process. Enroll today at HKR for accepting the new challenges to get the best out of our Machine Learning training course in Mohali.

Machine Learning Training Mohali - Course Content Download Curriculum

A team of professionals at HKR designs the Machine Learning course curriculum to expedite the learning experience. The below modules present comprehensive course details for Machine Learning Training in Mohali.

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

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 Mohali 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 Mohali 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 in Mohali Certification course.

Machine Learning Training in Mohali Objectives

The Machine Learning training in Mohali benefits the following list of professionals.

  • Professionals in Analytics.
  • Professionals in Data Science.
  • Professionals in E-commerce.
  • Professionals in Search Engine domains.
  • Professionals who are looking for switching their careers and freshers.

Aspirants should have minimum knowledge of math and statistics essentials for data science.

To start with the Ethical training course offered in Mohali, 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 in Mohali, with a team of industry experts, are ready to fulfill your dream career to achieve a job in desired companies.

Once you complete the entire course along with real-time projects and assignments, HKR delivers the course completion certification. This certification helps to get a job in any company in Mohali very quickly.

Our Mohali trainers are highly qualified and certified with many years of industry experience with a technical background in Machine Learning.

Certification differentiates you from the non-certified peers, and you can demand the best salary in the leading companies in Mohali.

We, at HKR in Mohali, provide complete guidance to reach your dream job. But your job will be based on your performance in the interview panel and the recruiter requirements.

Interested in our Machine Learning Training in Mohali program ?

Machine Learning Training Mohali Options

We follow four formats for Machine Learning Training Mohali 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.

Machine Learning Certification

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 Online Learning in Training Mohali - Projects

At HKR, we provide academic coaching for Machine Learning training in Mohali and make you practically competent by enabling you to work with projects and case studies in the real world. Each course we deliver incorporates the real-time projects that will make you get through the real-time experience. You will gain practical exposure, strengthening your domain expertise and enabling you to clear the certificates quickly.

Uber aims to boost its fare prediction model's accuracy. Help Uber in developing its next-generation model by selecting the best data and AI technologies.

Mercedes-Benz aims to shorten the time spent by models on its test-bench, thus reducing the time to market for a car. To solve this problem, develop and optimize a Machine Learning algorithm.

For an aid program, the Inter-American Development Bank needs qualified individuals. Assist the bank with a random forest classifier to construct and boost the accuracy of the data collection.

To create a model that automatically determines access rights as employees enter and leave positions within Amazon, use Amazon employees' details and their access permissions.

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


Each and every class is recorded so if you missed any class you can review the recordings and clarify any doubts with the trainer in next class.

Yes, we don’t assure 100% placement assistance. We are tied up with some corporate companies so when they have a requirement we send your profiles to them.

Yes, we provide demo before starting any training in which you can clear all your doubts before starting training.

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

You can call our customer care 24/7

Max of the students gets satisfied with our training if you are not then we provide specialised training in return.

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