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IIIT Online Courses in IIIT Online Certificate in Machine Learning & Deep Learning
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Updated at : January 21, 2025
IIIT Online Certificate in Machine Learning & Deep Learning
Machine learning is extant of artificial intelligence (AI), which helps in making predictions, and patterns, without being explicitly programmed. Machine learning and deep learning are like teaching a computer to learn from experience. Instead of giving it specific rules, we show it lots of examples (like spam emails) and let it figure out the patterns on its own. This makes it much better at handling new situations that it hasn't seen before.Watch Video
IIIT Online Courses in IIIT Online Certificate in Machine Learning & Deep Learning Program Overview
IIIT Online Certificate in Machine Learning & Deep Learning is a certification that many popular IIITs in India offer. The duration of online certificate programs in machine learning and deep learning is 8 to 12 months. IIIT online certificate in machine learning & deep learning is your gateway to the exciting world of Machine Learning. Even if you've never touched a line of code before, this program is designed to welcome you with open arms. All you need is a burning curiosity and a willingness to learn.
The cutting-edge curriculum is crafted to guide you from the very basics to the forefront of Machine Learning. The curriculum breaks down complex concepts into easy-to-understand terms, ensuring you grasp the fundamental principles of machine learning and deep learning. From understanding data to building predictive models, you'll be equipped with the skills to tackle real-world challenges.
You could be the one to develop a groundbreaking algorithm that revolutionizes healthcare, or perhaps you'll create a self-driving car that makes our roads safer. With this program, you'll have the tools and knowledge to turn your passion into a fulfilling career. So, if you're ready to embark on a journey of discovery and innovation, join us and unlock your potential in Machine Learning.
Key Highlights of IIIT Online Courses in IIIT Online Certificate in Machine Learning & Deep Learning In India
Here are the top key highlights of pursuing an IIIT online certificate in machine learning & deep learning;
- As the mode is online, students get to learn and apply the concepts while pursuing the program. The faculty provides mini-assignments to the learners for transparency in the program.
- Students get 24*7 support 7 days a week from the institutions to help them resolve their academic and non-academic concerns, even parents get to connect with these kinds of support from the institution.
- The online certification is of an advanced level, as it gives a chance to learners to differentiate themselves the well-recognized institutions from their peers.
- One gets to grasp the program with their own perspective, theoretical knowledge as well and practical hands-on experience. Additionally, for the new learners, the program is designed in a way that allows them to have a strong foundation.
- With the live interactive classes, students get to build their own peer community and expert faculty for better learning,
- The program enhances an individual's personality while providing them with industry projects such as investment analysis, lending clubs' cases, car price prediction, house price prediction, and more.
- With the help of wider networking opportunities, an online IIIT certificate in machine learning & deep learning opens up 10,000+ alumni opportunities for a single soul.
- As the program can be done in fully online mode, learners get to experience just-in-time interviews, career essential soft skills, personalized career mentorship, and many more.
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IIIT Online Courses in IIIT Online Certificate in Machine Learning & Deep Learning Course Subjects/Syllabus
The syllabus of IIIT online certificate in machine learning & deep learning mainly includes topics like data science tool-kit, Statistics and exploratory data analytics, machine learning I, machine learning II, and deep learning. Below you'll get a comprehensive syllabus of IIIT Online certificate in machine learning & deep learning;
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Pre-Program Preparatory Content |
Statistics and EDA |
Machine Learning I |
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Introduction to Python |
Exploratory Data Analysis |
Linear Regression |
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Python for Data Science |
Cloud Essentials: Intro to Git and Github |
Linear Regression Assignment |
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Data Visualisation in Python |
Inferential Statistics |
Logistic Regression |
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Data Analysis Using SQL |
Hypothesis Testing |
Naive Bayes |
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Advanced SQL & Best Practices |
Lending Club Case Study |
Model Selection |
|
Data Analysis in Excel |
||
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Analytics Problem Solving |
||
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Math for Machine Learning |
|
Machine Learning - II |
Deep Learning |
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Advanced Regression |
Introduction to Neural Networks |
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Advanced Regression Assignment |
Convolutional Neural Networks -Industry Applications |
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Support Vector Machine (Optional) |
Convolutional Neural Networks - Assignment |
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Tree Models |
Recurrent Neural Networks |
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Model Selection - Practical Considerations |
Neural Networks Project - Gesture |
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Boosting |
Recognition |
|
Unsupervised learning: Clustering |
|
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Unsupervised Learning: Principal |
|
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Component Analysis |
|
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Telecom Churn Case Study |
IIIT Online Courses in IIIT Online Certificate in Machine Learning & Deep Learning Eligibility & Duration
The duration of the program is 8-12 months online with the commitment of 12 hours of learning per week. To be eligible for IIIT online certificate in machine learning & deep learning candidates must have these qualifications;
- Candidates must have a bachelor's degree in computer science/engineering/maths/statistics/science, with a minimum percentage of 50%.
- There is no requirement for work experience.
- Any working professional seeking to have a thorough knowledge of IIIT online certificate in machine learning & deep learning with the qualification of BBE/B.Tech/ME/MTech/BIT/MIT/BCA/MCA/MCM degree in any stream.
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Program Fees for IIIT Online Courses in IIIT Online Certificate in Machine Learning & Deep Learning
Starting at ₹ 6,776/month
Program Fee: ₹3,25,000 - ₹3,25,000
Low Cost EMI Available
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- The fee for IIIT Online Certificate in Machine Learning & Deep Learning usually ranges around 1.5 to 2 Lakhs (if fully paid once). Students can also access 0-cost EMIs.
- Candidates can also choose the monthly way of payment starting from 15 to 16 thousand.
- Institutions include services like, live interactive classes, great exposure to peer learning benefits, networking opportunities, and many more.
IIIT Online Courses in IIIT Online Certificate in Machine Learning & Deep Learning Admission Procedure
The admission process is way too simple for easy and smooth enrollment. Students can directly start their certification in machine learning and deep learning. The steps for getting enrolled in IIIT online certificate in machine learning & deep learning are as follows;
Step 1: Fill out the online application form available at the official website of universities/ institutions with all the professional and academic details.
Step 2: Wait for some time, while universities shortlist and review the suitable candidates, with the unbiased consideration of the applicant's educational and professional background. This step usually takes 1-2 weeks.
Step 3: After the verification, candidates can make payments directly through the official website with no third party involved. universities also provide assistance to students for secure payments.
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Education Loan/EMI Facilities for IIIT Online Courses in IIIT Online Certificate in Machine Learning & Deep Learning
Sometimes it is not easy for working professionals or students to pay the complete fee at one time due to various financial reasons. Many universities recognize these financial difficulties of students hence, to make the educational experience a hurdle these universities come up with simple alternatives that include Equated Monthly Installments (EMI) for fee payments. This way of payment is too beneficial for those who are already working and seeking to pursue a strong academic journey.
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Is IIIT Online Courses in IIIT Online Certificate in Machine Learning & Deep Learning Worth it?
Online machine learning is a comprehensive way of learning machines at its initial level. Just like a toddler who is learning new ways of doing things, same as adapting new patterns in any data, while also improving the performance over time. As the mode of the program is online it allows students to be updated on many technical aspects to enhance cost-efficiency and decision-making process. It is a technique that benefits and includes constantly changing data and predictions such as stock price prediction, weather forecasting, etc. Online machine learning includes characteristics like efficiency, ideal continuous data, managing real-time data, and many more.
On the other hand, deep learning requires less human intervention, such as fully connected networks, deep belief networks, recurrent neural networks, convolutional neural networks, generative adversarial networks, transformers, etc. Online deep learning is a subset of machine learning that includes artificial networks for clearer analysis. It is inspired by the way of working human brains with a logical structure.
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Job Opportunity after IIIT Online Courses in IIIT Online Certificate in Machine Learning & Deep Learning
The IIIT online certificate in machine learning & deep learning can lead to many job opportunities in various technical fields. With the higher no. of startups, organizations, and firms the demands for professionals in machine learning and deep learning are also increasing. Here are some of the best career/job opportunities that one can pursue after the completion of IIIT online certificate in machine learning & deep learning.
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Job Opportunities After IIIT Online Certificate in Machine Learning & Deep Learning |
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Machine Learning Engineer |
AI Research Scientist |
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Data Scientist |
Natural Language Processing Engineer |
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Software Engineer |
Business Intelligence Developer |
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AI Product Manager |
AI Engineer |
Top Recruiters for IIIT Online Courses in IIIT Online Certificate in Machine Learning & Deep Learning
IIIT online certificate in machine learning & deep learning is not only a certification program, but it also opens up a varied range of career opportunities in demanding fields. Top recruiters with great packages, domestic or international consider this certification while recruiting. The basic package that one gets after the completion of IIIT online certificate in machine learning & deep learning is 5 to 10 LPA. Here are some top recruiters that mostly hire individuals with the online certification of IIIT in machine learning & deep learning: Google, Accenture, Cognizant, Deloitte, IBM, Infosys, ITC, L&T, Microsoft, Tata Motors, Wipro, etc.
Our students work at
Cognizant
IBM
Infosys
L&T
Tata Motors
Wipro
Let's clear up some doubts about IIIT Online Courses in IIIT Online Certificate in Machine Learning & Deep Learning
The fee of IIIT Bangalore for the AI ML course varies as per the specialization, for software development specialization fee ranges somewhere around 2 to 2.5 Lakhs, whereas the fee for machine learning and artificial intelligence is 2.99 to 3 Lakhs. For the exact amount, you should visit the official website of the university.
The certification is specially designed in a way that will benefit working professionals willing to have advanced knowledge of reinforcement machine learning and deep learning with a time duration of 8-12 months.
The top in-demand skills to learn in machine learning include:
| Top in-demand skills to learn in Machine Learning | |
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This program is perfect for you if you're passionate about technology and have a solid foundation in fields like Computer Science, Engineering, Math, Statistics, Economics, or Science. Whether you're fresh out of college or looking to make a career switch, this program offers a great opportunity to dive into the exciting world of Machine Learning.
No prior work experience is necessary. We'll provide you with the necessary knowledge and skills from the ground up, ensuring you're well-prepared to embark on your Machine-learning journey. So, if you have a bachelor's or master's degree and are eager to learn, join us and unlock your potential in this rapidly growing field.
Here are some of the best Machine Learning Algorithm:
| Best Machine Learning Algorithm | |
|
Naïve Bayes Classifier Algorithm |
Logistic Regression Algorithm |
|
K Means Clustering Algorithm |
Decision Trees Algorithm |
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Support Vector Machine Algorithm |
Random Forests Algorithm |
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Apriori Algorithm |
K Nearest Neighbours Algorithm |
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Linear Regression Algorithm |
Artificial Neural Networks Algorithm |
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