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IIIT Online Certificate in Machine Learning & Deep Learning Universities
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IIIT Online Certificate in Machine Learning & Deep Learning programs from top Universities
Top RatedIIIT Online Certificate in Machine Learning & Deep Learning From IIIT Bangalore
4.3/5
UGC, AICTE, NIRF, WES, NAAC A+
₹ 3,35,000
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;
| IIIT Online Certificate in Machine Learning & Deep Learning - Syllabus | ||
|
Pre-Program Preparatory Content |
Statistics and EDA |
Machine Learning I |
|
Introduction to Python |
Exploratory Data Analysis |
Linear Regression |
|
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 |
|
Data Analysis Using SQL |
Hypothesis Testing |
Naive Bayes |
|
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 |
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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 |
|
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Unsupervised learning: Clustering |
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Unsupervised Learning: Principal |
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Component Analysis |
||
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Telecom Churn Case Study |
||
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FAQ's
Let's clear up some doubts
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 |
|
Linear Regression Algorithm |
Artificial Neural Networks Algorithm |
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