Master in Artificial Intelligence and Machine Learning
- Offered byXebia Academy
Master in Artificial Intelligence and Machine Learning at Xebia Academy Overview
Duration | 20 weeks |
Total fee | ₹44,999 |
Mode of learning | Online |
Credential | Certificate |
Master in Artificial Intelligence and Machine Learning at Xebia Academy Highlights
- Earn professional certification by Xebia
- Students will get 100% Placement assistance
- Learn from 10+ Industry projects, case studies and assignments
- Get capstone project to implement while learning.
- Develop online analytics presence on GitHub
- Get Internship opportunities after completion of course
Master in Artificial Intelligence and Machine Learning at Xebia Academy Course details
- Design Patterns
- Statistics and Mathematics
- Machine Learning
- Deep Learning & Neural Networks
- Software Development Life Cycle
- OOPS, Classes
- Robotics, Instrumentation & Electronics (Optional)
- Programming languages like Java, C++, STL, Python, and Scala
- AI incorporates human intelligence & algorithms to offer comprehensive discernibility into the functionality of the IT systems
- The course on Artificial Intelligence at Xebia enables students to learn techniques by which machines demonstrate specific aspects of human intelligence such as learning, reasoning, and self- correction
- Artificial Intelligence is the future of how humans, industries, organizations will consume software and IT systems
- It has started to transform how humans consume services, how industries operate, manufacture, and sell products
- Best-in-class content by leading faculty and industry leaders in the form of videos, cases and projects, assignments and live sessions
Master in Artificial Intelligence and Machine Learning at Xebia Academy Curriculum
AI Landscape
What is Machine Learning?
Machine Learning Landscape
Deep Learning Overview
Activity and Quiz
Python A to Z
Python Basics - Data Types, Control Flow and Functions
Python - OOPs and common packages
Numpy and Pandas for Data Science
Data Visualization with Python
Statistics with Data
Exploratory Data Analytics wih Python
Quiz
Github/Gitlab
Machine Learning Level 1
Getting started with Scikit-learn
Linear Regression
Logistic Regression
Decision Tree & KNN
Project
Ensemble Learning
Machine Learning Level 2
Unsupervised Machine Learning 6
Support Vector Machine 2
Artificial Neural Networks 10
Different Strategies
Deep learning and computer vision
Unsupervised Machine Learning 6
Support Vector Machine 2
Artificial Neural Networks 10
Different Strategies
Deep Learning and Natural Language Processing
Getting started with NLTK, spaCy and gensim
Text & Speech Processing with Python
Text Vectorization and Classification
NER, Topic Modelling and Text Social Media Analytics
RNN & LSTM
Text Classification with LSTM
Text Generation, Chatbots with LSTM
Transfer Learning with NLP
Deploying AI Apps and AI with Cloud
Getting started with NLTK, spaCy and gensim
Text & Speech Processing with Python
Text Vectorization and Classification
NER, Topic Modelling and Text Social Media Analytics
RNN & LSTM
Text Classification with LSTM
Text Generation, Chatbots with LSTM
Transfer Learning with NLP
Master in Artificial Intelligence and Machine Learning at Xebia Academy Faculty details
Master in Artificial Intelligence and Machine Learning at Xebia Academy Entry Requirements
- Prerequisites: Prior coding experience
- Not mentioned
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