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Machine Learning Training Course in Mohali

81,357 Ratings

This machine learning course training in Mohali by Intellipaat will help you master NLP, Python, decision tree, etc. Learn from Top industry experts through real-time projects and case studies. Get this machine learning certification course and become a certified machine learning expert.

Ranked #1 Data Science Program by India TV

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ML Course Key Features

50+ Live sessions across 7 months
218 Hrs Self-paced Videos
200 Hrs Project & Exercises
Learn from Top Industry Practitioners
1:1 with Industry Mentors
Resume Preparation and LinkedIn Profile Review
24*7 Support
No-cost EMI Option
Trustpilot 3109
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Machine Learning Course in Mohali Overview

What concepts will you learn in this machine learning course in Mohali?

Through our machine learning classes in Mohali, you will learn the below-mentioned concepts:

  • Deploying machine learning models on Clouds ( MLOps)
  • Data analysis, project life cycle, and Data Science in the real world
  • Python with Data Science
  • Data Science projects, analytics, and recommender systems
  • Natural Language Processing and its applications
  • Git, Storytelling
  • Techniques of evaluation, experimentation, and project deployment
  • Data visualization with Tableau
  • Machine Learning algorithms
  • Microsoft Excel for data analysis and data transformation
  • Data Science at scale with PySpark, AI with TensorFlow
  • Analysis segmentation using clustering and the technique of prediction

This machine learning online course training in Mohali is mainly for:

  • Data Scientists and BI professionals
  • Analytics professionals
  • Job seekers
  • UG and PG graduates

Intellipaat offers the best machine learning courses in Mohali, including the highest quality mentorship and career placement services.

Fact Source
Mohali has about 100 jobs for ML professionals. LinkedIn
Average salary of a machine learning engineer in India is 6 LPA Ambition box
Global machine learning market expected to reach US$20.83 billion by 2024 Forbes

No prerequisites are required for learning from this online machine learning course in Mohali. However, basic knowledge of Python programming will be helpful.

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Machine Learning engineers rank among the top emerging jobs. - LinkedIn
The global Machine Learning market is expected to reach USD 8.81 billion by 2022, at a Compound Annual Growth Rate (CAGR) of 44.1% - MarketsandMarkets

Career Transition

57% Average Salary Hike

$1,14,000 Highest Salary

12000+ Career Transitions

300+ Hiring Partners

Career Transition Handbook

*Past record is no guarantee of future job prospects

Meet the Machine Learning Course Mentors

Skills Covered

Python

Data Science

Data Analysis

AI

GIT

MLOps

Data Wrangling

SQL

Story Telling

Machine Learning

Prediction algorithms

NLP

PySpark

Model

Data visualization

Speech Recognition

Reinforcement Learning

Recommendation Systems

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Machine Learning Tools Covered

python jupyter Scipy numpy pandas matplotlib tensorflow SQL tableau excel git
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Machine Learning Course Fees in Mohali

Online Classroom Preferred

  • Everything in Self-Paced Learning, plus
  • 50+ Live sessions across 7 months of Instructor-led Training
  • One to one doubt resolution sessions
  • Attend as many batches as you want for Lifetime
  • Job Assistance
20 Jul

SAT - SUN

08:00 PM TO 11:00 PM IST (GMT +5:30)

27 Jul

SAT - SUN

08:00 PM TO 11:00 PM IST (GMT +5:30)

03 Aug

SAT - SUN

08:00 PM TO 11:00 PM IST (GMT +5:30)

10 Aug

SAT - SUN

08:00 PM TO 11:00 PM IST (GMT +5:30)

$1,229 10% OFF Expires in

Corporate Training

  • Customized Learning
  • Enterprise Grade Learning Management System (LMS)
  • 24x7 Support
  • Enterprise Grade Reporting

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Machine Learning Course in Mohali Curriculum

Live Course Industry Expert Academic Faculty

Module 1 – Preparatory Session - Python

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Python 

  • Introduction to Python and IDEs
  • Python Basics
  • Object Oriented Programming
  • Hands-on Sessions And Assignments for Practice
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Module 2 – Data Wrangling with SQL

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SQL Basics – 

  • Fundamentals of Structured Query Language
  • SQL Tables, Joins, Variables 

Advanced SQL –  

  • SQL Functions, Subqueries, Rules, Views
  • Nested Queries, string functions, pattern matching
  • Mathematical functions, Date-time functions, etc. 

Deep Dive into User Defined Functions

  • Types of UDFs, Inline table value, multi-statement table. 
  • Stored procedures, rank function, SQL ROLLUP, etc.

SQL Optimization and Performance

  • Record grouping, searching, sorting, etc. 
  • Clustered indexes, common table expressions.
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Extract Transform Load

  • Web Scraping, Interacting with APIs

Data Handling with NumPy

  • NumPy Arrays, CRUD Operations, etc.
  • Linear Algebra – Matrix multiplication, CRUD operations, Inverse, Transpose, Rank, Determinant of a matrix, Scalars, Vectors, Matrices.

Data Manipulation Using Pandas

  • Loading the data, data frames, series, CRUD operations, splitting the data, etc.

Data Preprocessing

  • Exploratory Data Analysis, Feature engineering, Feature scaling, Normalization, standardization, etc.
  • Null Value Imputations, Outliers Analysis and Handling, VIF, Bias-variance trade-off, cross-validation techniques, train-test split, etc.

Data Visualization

  • Bar charts, scatter plots, count plots, line plots, pie charts, donut charts, etc. with Python matplotlib.
  • Regression plots, categorical plots, area plots, etc, with Python seaborn.
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Descriptive Statistics – 

  • Measure of central tendency, the measure of spread, five points summary, etc. 

Probability 

  • Probability Distributions, Bayes’ theorem, central limit theorem. 

Inferential Statistics –  

  • Correlation, covariance, confidence intervals, hypothesis testing, F-test, Z-test, t-test, ANOVA, chi-square test, etc.
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Introduction to Machine Learning 

  • Supervised, Unsupervised Learning.
  • Introduction to scikit-learn, Keras, etc.

Regression 

  • Introduction classification problems, Identification of a regression problem, dependent and independent variables.
  • How to train the model in a regression problem.
  • How to evaluate the model for a regression problem.
  • How to optimize the efficiency of the regression model.

Classification 

  • Introduction to classification problems, Identification of a classification problem, and dependent and independent variables.
  • How to train the model in a classification problem.
  • How to evaluate the model for a classification problem.
  • How to optimize the efficiency of the classification model.

Clustering 

  • Introduction to clustering problems, Identification of a clustering problem, dependent and independent variables.
  • How to train the model in a clustering problem.
  • How to evaluate the model for a clustering problem.
  • How to optimize the efficiency of the clustering model.
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Supervised Learning 

  • Linear Regression
  • Logistic Regression
  • Decision Tree
  • Random Forest
  • Support Vector Machine
  • Gradient Descent
  • K-Nearest Neighbors
  • Time Series Forecasting

Unsupervised Learning 

  • K-means
  • Dimensionality reduction
  • Linear Discriminant Analysis
  • Principal Component Analysis
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Artificial Intelligence Basics 

  • Introduction to keras API and TensorFlow

Neural Networks

  • Neural networks
  • Multi-layered Neural Networks
  • Artificial Neural Networks 

Deep Learning

  • Introduction to Deep Learning
  • Deep neural networks
  • Convolutional Neural Networks 
  • Recurrent Neural Networks
  • GPU in deep learning
  • Autoencoders, Restricted Boltzmann machine
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The Data Science capstone project focuses on establishing a strong hold of analyzing a problem and coming up with solutions based on insights from the data analysis perspective. The capstone project will help you master the following verticals: 

  • Extracting, loading and transforming data into usable format to gather insights. 
  • Data manipulation and handling to pre-process the data.
  • Feature engineering and scaling the data for various problem statements. 
  • Model selection and model building on various classification, regression problems using supervised/unsupervised Machine Learning algorithms.
  • Assessment and monitoring of the model created using the Machine Learning models.
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Electives:

  • Power BI Basics
  • DAX
  • Data Visualization with Analytics
  • Hands-on Exercise
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  • Job Search Strategy
  • Resume Building
  • Linkedin Profile Creation
  • Interview Preparation Sessions by Industry Experts
  • Mock Interviews
  • Placement opportunities with 400+ hiring partners upon clearing the Placement Readiness Test.
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  • Excel Fundamentals
  • Excel For Data Analytics
  • Data Visualization with Excel
  • Excel Power Tools
  • Classification Problems using Excel
  • Information Measure in Excel
  • Regression Problems Using Excel
  • Hands-on Exercise
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Machine Learning Training in Mohali Projects

Career Services

Career Services
resume

Career Oriented Sessions

Throughout the course

Over 10+ live interactive sessions with an industry expert to gain knowledge and experience on how to build skills that are expected by hiring managers. These will be guided sessions that will help you stay on track with your upskilling.

linkedin

Resume & LinkedIn Profile Building

After 70% of course completion

Get assistance in creating a world-class resume & Linkedin Profile from our career services team and learn how to grab the attention of the hiring manager at the profile shortlisting stage

interview

Mock Interview Preparation

After 80% of the course completion.

Students will go through a number of mock interviews conducted by technical experts who will then offer tips and constructive feedback for reference and improvement.

expert

1 on 1 Career Mentoring Sessions

After 90% of the course completion

Attend one-on-one sessions with career mentors on how to develop the required skills and attitude to secure a dream job based on a learner’s educational background, past experience, and future career aspirations.

guaranteed

Placement Assistance

Upon movement to the Placement Pool

Placement opportunities are provided once the learner is moved to the placement pool upon clearing Placement Readiness Test (PRT)

job_portal

Exclusive access to Intellipaat Job portal

After 80% of the course completion

Exclusive access to our dedicated job portal and apply for jobs. More than 400 hiring partners’ including top start-ups and product companies hiring our learners. Mentored support on job search and relevant jobs for your career growth.

Machine Learning Certification in Mohali

Machine-Learning-Course-Certificate Click to Zoom

This machine learning course in Mohali aims to make you an expert through various projects and assignments, which will give you exposure to real-world industry scenarios. This way, you can expedite your career effortlessly.

Certification from Intellipaat will be issued once you successfully work on the projects assigned to you during the ML training in Mohali (after review) and score at least 60% in the quiz.

You would be glad to know that Intellipaat’s machine learning certification course training is recognized by more than 500 top MNCs, including Cisco, Ericsson, Cognizant, Sony, Mu Sigma, Saint-Gobain, Standard Chartered, IBM, Infosys, Genpact, TCS, Hexaware, and more.

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Machine Learning Course in Mohali FAQs

Can Intellipaat provide the machine learning course near me in Mohali?

Intellipaat has been serving ML enthusiasts from every corner of the city. You can be living in any locality in Ajitgarh, be it Phase 3B-2, Phase 5, Phase 7, Phase 10, Sector 68, Sector 91, Sohana, Phase 4, Phase 8, or anywhere. You can have 24/7 access to our machine learning online course sitting at your home or office.

Intellipaat’s certificate is recognized by over 500 top MNCs across the world, including companies such as Sony, Mu Sigma, Cisco, IBM, Standard Chartered Bank, TCS, Infosys, Ericsson, Genpact, Cognizant, etc.

After completing this certification training, you will be awarded the certificate from us, which is valid for a lifetime.

Machine learning is basically the process to collect real-world data, extract useful information from it, and then take action to perform certain tasks without manual programming. It helps systems improve over time on their own by exploring various types of real-world data. It also allows organizations to improve their business strategies by knowing the insights that are extracted from the given business data.

No doubt, machine learning is in high demand, and at the same time, employers need professionals who have the right skills for building applications for the future.
Here at Intellipaat, we create our program by taking into consideration that our learners come from varied backgrounds. So, we curate it from the basic level and gradually increase the difficulty level for you to easily grasp all the concepts taught as part of the program. Further, we make sure that, by the end of the program, your skills would be equivalent to 6-months of experience in this technology.

Intellipaat’s machine learning certification course in Mohali is curated by industry experts who cover both basic and advanced concepts of this trending technology. Further, this program covers all the topics with the help of several real-life examples, which are extremely useful, especially for beginners.

Here, you will learn mathematics, statistics, etc., and then go on gaining in-depth knowledge of ML. So, if you are a beginner in this field and are aiming to pursue a career in it, then this is the best platform for you.

You can access all the lectures and assignments the moment you enroll in this training program. Also, Intellipaat provides lifelong access to the complete material for you to refer to as and when required.

We select instructors who are top SMEs in the industry with a minimum of 8 to 12 years of experience in the field of machine learning. They are all extremely qualified trainers in the fields of machine learning and artificial intelligence. They are selected after going through a rigorous process, where they are tested for their domain knowledge and training ability.

Intellipaat’s teaching assistant team consists of technical experts who help learners in various aspects, including doubt clearance, assignment sessions, and project evaluation.

Yes, Intellipaat offers several group discounts for our classroom program, depending on the group size and type. To avail of the group discount for our machine learning advance course, you need to contact our course advisors, who will help you with all your doubts regarding the discount offers we provide.

If you end up missing a class, then you can contact our support team. Our team will further assist you in scheduling another class for the same topic so that you can catch up with the rest.

Also, all the sessions are recorded and shared with all participants in the LMS (Learning Management system). You can also refer to these recorded sessions for the missed class.

This machine learning course Mohali provides material that comprises all the modules that are necessary to learn this popular technology. These pre-recorded video lectures and material are extremely effective, as they allow you to complete the whole program at your own pace and take your time to learn the concepts thoroughly.

Intellipaat offers query resolution, and you can raise a ticket with the dedicated support team at any time. You can avail yourself of email support for all your queries. We can also arrange one-on-one sessions with our support team If your query does not get resolved through email. However, 1:1 session support is given for 6 months from the start date of your course.

Intellipaat provides placement assistance to all learners who have completed the training and moved to the placement pool after clearing the PRT (Placement Readiness Test). More than 500+ top MNCs and startups hire Intellipaat learners. Our alumni work with Google, Microsoft, Amazon, Sony, Ericsson, TCS, Mu Sigma, etc.

Apparently, no. Our job assistance is aimed at helping you land your dream job. It offers a potential opportunity for you to explore various competitive openings in the corporate world and find a well-paid job, matching your profile. The final hiring decision will always be based on your performance in the interview and the requirements of the recruiter.

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