Top 7 Machine Learning Courses in Delhi With Practical Training
Machine learning is a subset of Artificial intelligence and still, a career in both fields has different learning needs. Machine learning courses in Delhi are offered in combination with Artificial intelligence. There are also other machine learning courses in Delhi that are entirely focused on machine learning.
This article takes a good look at the institutes and what they successfully yield in machine learning courses in Delhi. Let’s start with some basics of machine learning.
What is Machine Learning?
For any computer program to work, coding is a must. Codes, that are written, structure the computer program and instruct to do the task. This is called programming a computer system. But on the contrary, when a machine learns itself from the data and history available to accurately predict the immediate action needed to execute a task, without requiring any explicit programming, then it is known as machine learning.
Machine learning works on algorithms for machines to calculate and work in the form to make predictions. Algorithms are also based on the data available and are structured to work only for one task at a time. Machines learn to read the pattern provided by results produced through algorithms and take calculated steps required for a task.
These are complex tasks related to computer science and artificial intelligence, and to study such subjects, one needs to have a keen interest in technology and its modern capabilities. Machine learning is part of implementing artificial intelligence and the whole idea behind machine learning is to enable machines to mimic human intelligence and behavior by learning on their own.
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Top 7 Machine Learning Courses in Delhi
1. Analytix Labs
Present in three cities and specializing in data science, Analytix Labs offers various subsets to machine learning courses in Delhi. AnalytixLabs has been a leader in Data Science training since 2011. It is widely acclaimed and recognized for providing high-quality training programs designed and delivered by industry experts.
Based on the stellar record and student satisfaction, the institute progressed to earn the same reputation globally after establishing itself as the top analytics training institute in India. The institute aims to establish itself as a pioneer in producing industry-ready professionals. For the same, it is expressive of its hand-in-hand support to its learners after the course as well.
The curriculum is based on case studies keeping the batch size small for the enhanced learning experience. Simultaneously, it has curated machine learning courses in Delhi in three formats namely: Self-paced eLearning, Interactive Live online, and Classroom and Bootcamp.
Course duration: 110 hours in 16 classes
Course content
- Basic Excel
- Recommender Systems
- Time Series Forecasting
- Unsupervised Learning
- Introduction to Text Mining
- Text Processing
- Data Processing and Statistical Tools
- Advanced Data Processing and Visualization
- Text Mining – Predictive Modeling
- Introduction to Google Colab
- Introduction to Deep Learning
- Introduction to Artificial Intelligence
- Artificial Neural Network
- Introduction to Cloud Computing
- Industrial and Functional Sessions
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What’s more to know?
- Capstone projects
- 8 assignments
- Well-structured curriculum
- Profile building
- Interview preparation
- Job referrals
- Continuous post-course support
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2. EXCELR
With offices in 40 countries, ExcelR has emerged as a global leader in the management and technical training. With 140,000+ professionals trained across various courses, it is a trusted training delivery partner of 350+ corporate clients and universities worldwide.
ExcelR, which has over 25 Franchise partners worldwide, assists individuals and organizations by providing courses based on practical knowledge and theoretical concepts.
Machine learning courses in Delhi are delivered in either format, online or offline, and in some cases, a balance of both. But Excelr brings the perfect blend of online, offline, and e-learning where all the classes are led by expert instructors.
Course duration: 40 hours
Course content
- Basic Stat
- Python
- Hypothesis Testing
- Linear Regression
- Logistic Regression
- Disc Prob Distribution
- Adv Regression
- Multinomial Regression
- Supervised – Classifiers
- Supervised – Black Box
What’s more to know?
- Expert faculty
- Industry-standard curriculum
- Live projects
- Career building assistance
- Post training support
- International certification
- Internship opportunities
3. TechStack
TechStack Academy is known for its outstanding achievements in the field of digital education. In just ten years after its full-fledged creation in Delhi and other Indian cities, the number of trained pupils has risen to 145000. Because of its broad reach, the institute has been able to branch out into new areas of study, such as cyber security and full-stack development.
It collaborates with Orangus Digital and E-dinerio Group enterprises, as well as attracts media attention. The majestic list continues with the names of the associated partners in the Advanced Machine Learning Course which are Google, Facebook, Bing, HubSpot, Amazon Web Services, Yahoo, and Forbes.
In addition to other machine learning courses in Delhi, the TechStack Advanced Machine Learning Course offers a hybrid learning option, including both online and offline lectures. Classes are taught by qualified instructors in a group setting. Industry professionals created the curriculum, which combines theory and practice at length equally.
Course duration: 2 months
Course content
- Introduction to Python
- Python Basics
- Variables and Data Types
- Decision Making and Loops
- Files and Directories
- NumPy
- Pandas Package
- Introduction to Pandas
- Data Manipulation using Pandas
- Python Advance: Data Mugging with Pandas
- Introduction to Machine Learning
- Machine Learning Concepts
- Supervised Learning
- Advanced Supervised Machine Learning Concepts
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What’s more to know?
- 1:1 Mentorship sessions
- Certificate of completion by TechStack Academy
- Organus India certificate
- Resume building assistance
- Practical projects
- Capstone projects
- Case studies
- Languages and tools
- Placement support
4. APTRON
APTRON is well-known for its foresight in the field of corporate training. The institute, which has been around since 2003, has a well-structured and extensive curriculum that incorporates features from its years of training sessions with world leaders such as Cisco, Microsoft, VMware, Oracle, and SAP.
The institute has various offices across India and offers a variety of job-oriented IT courses. It features a specialized centralized placement cell for 100% placement help, with the goal of imparting certified and in-demand skills.
This institute offers Machine Learning Training in Delhi in regular, weekend, and fast track formats, with durations ranging from 5 to 60 days. It’s a certification programme that includes personality development and spoken English lessons, as well as interview preparation.
All the courses are delivered in live classroom sessions and the curriculum of the machine learning course is in compliance with current IT industry standards.
Course duration: 5 days (fast track), 8 weekends (weekend track), 60 days (regular track)
Course content
- Introduction to Big Data
- Introduction to Machine Learning
- Understanding Python or R
- Machine Learning Techniques
- Supervised Learning
- Supervised Learning – Regression
- Supervised Learning – Classification
- Unsupervised Learning
- Unsupervised Learning – Clustering
- Unsupervised Learning – Recommendation
- Unsupervised Learning – Deep Learning
- Spark Core and MLLib
- Working with RDDs
What’s more to know?
- Placement assistance
- Interview Preparation
- Ultra-modern IT laboratory
- Group discussion sessions
- Mock interview sessions
- Customized flexible timings of classes
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5. Croma Campus
Croma Campus is an ISO-certified training organization led by highly qualified technical professionals from various top-level MNCs with 15+ years of experience in various technical domains. With a big client base of MNCs, Croma Campus gained expertise in corporate training and ventured to impart industry-standard skills to its learners.
It specializes in providing best-in-class technical training and certifications on all popular global technologies with a variety of innovative learning methods and delivery models to meet the diverse needs of a global customer base.
It is one of the popular choices of machine learning courses in Delhi due to its thorough curriculum and detailed teaching procedures. The session is conducted in a combination of online and offline mode with different tracks of students’ choice.
Course duration: 7 days (fast track), 8 weekends (weekend mode), 20-25 days (weekday classes)
Course content
- Linear Regression with One Variable
- Linear Algebra Review
- Linear Regression with Multiple Variables
- Octave/Matlab Tutorials
- Logistic Regression
- Regularization
- Neural Networks
- Representation
- Neural Networks Learning
- Machine Learning System Design
- Support Vector
- Machine Unsupervised Learning
- Dimensionality Reduction
- Anomaly Detection
What’s more to know?
- Study material
- Regular assignments with feedback
- Practical projects
- Grooming sessions
- Interview preparations
- Placement assistance
- Additional workshops
- CV designing
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6. Eagletfly Solutions
Eagletfly Solutions was founded with the goal of being the leading training provider in the fields of machine learning and artificial intelligence, data analytics with Python, data analytics with R, big data and Hadoop, and digital marketing. Eagletfly earned its reputation with its widespread bespoke industry training programs and extensive experience in the mentioned fields.
The machine learning course at EagletFly, is a well-balanced course of theory and practical, along with guidance in every stride. The institute aims to not only provide better job opportunities but also to impart skills that are qualified and integral to machine learning.
Course duration: 4 months
Course content
- An Introduction to python
- Beginning Python basics
- Python program flow
- Functions & modules
- Exceptions
- File handling
- Class
- Regular expressions
- Data structures
- Database and Operations
- OOPs
- Numpy Basics of data science
- Importing and Exporting Data using Pandas
- Data Visualization-matplotlib
- Machine Learning
- Basics of Machine Learning
- Machine Learning with Tensorflow
- Artificial Neural Networks
- Tensorflow Basics
- Optimizers
- Activation Functions
- Keras: A High Level API
- Tuning of Hyperparameters
- Linear Regression
- Logistic regression
- K nearest neighbors
- Decision trees and random forests
- Support vector machines
- K means clustering
- Image: Convolutional Neural Networks
- Detection & Recognition
- Recurrent Neural Networks
- Models of Recurrent Neural Network
What’s more to know?
- 100% job placement
- Back up classes
- All time assistance
- Live projects
- Mock interview sessions with business veterans
7. IntelliPaat
At IntelliPaat, the best about data science and machine learning courses in Delhi is the mark of IIT Madras on the institute’s collaboration list with international and national universities. It stands out among other institutes due to its affiliations and expertise in tech skills.
All courses at InteliPaat are part of technology and digital science. The institute is comprehensive of the difficulties faced while attaining the unvaried tasks of machine learning and thus, to support the learning that lasts, gamified learning methods are introduced to the curriculum.
To support the best practices of learning, it provides networking opportunities with peers to share and collaborate on the learning experiences. And by mentioning a number of well-reputed hiring partners, it is able to establish strong outcomes after course completion.
Course duration: 7 months
Course content
- Python and Linux
- GIT
- Python with Data Science
- Advanced Statistics
- Machine Learning and prediction Algorithms
- Data Science at Scale with PySpark
- AI & Deep Learning using TensorFlow
- Cnns (convolutional neural networks)
- Data Visualization with Tableau
- Data Science Capstone Project
- Data Analysis with MS Excel
- Data Wrangling with SQL
- Natural Language Processing and its Applications
What’s more to know?
- 24*7 support
- Interaction with industry leaders
- Hands-on assignments
- Dedicated learning managers for constant support
- Hackathons and group activities
- 1:1 mentorship
- Access to job portal
- Interview preparation
- Resume building
- 3 guaranteed interview calls
- Additional doubt resolution sessions
- Self-paced learning material
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Frequently Asked Questions
- Can I do a machine learning course after the 12th?
Yes. One can do a machine learning course after the 12th. It can be a certificate course, diploma course, a short training course, or a degree course.
- What is the machine learning course duration?
The course duration differs with the type and model of the course. A course can take 2 – 12 months.
- How much does a machine learning course cost?
Depending on the duration and type of the course, the cost may vary from 2000 TO 30000 INR.
- Who is eligible for a machine learning course?
The minimum eligibility criteria for enrolling in a machine learning course is the 12th pass from the science stream. Besides, some institutes have different criteria for shortlisting students on the basis of an exam.
- What are the main machine learning categories?
The recurring terms supervised, unsupervised, semi-supervised and reinforcement learning are the main categories of machine learning to extract data for the accurate and improvised performance of a machine, without being explicitly programmed.
Conclusion
Machine learning program comes in varieties and many known institutes offer services to accelerate the career in AI and machine learning with job assistance and work opportunities. Every course crosses the basics of machine learning from the checklist but a few have developed a detailed set of skills related to machine learning.
Accordingly, time duration varies and future prospects differ after the courses. Further research must be done to understand the underlying aspects of machine learning before indulging entirely in any of the courses for a long duration. Nonetheless, machine learning is undoubtedly a lucrative career option with the rise in need of AI and its promoters.
