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Machine Learning Engineering

Supervised Learning
Regression
Classification
Ensemble Learning

Unsupervised Learning
Clustering Techniques

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Natural Language Processing

Python Texts
Working with Text PDF and Other Files
Spacy Basics, NLTK
Stemming, Lemmatization, Stop Words
Speech Tagging and Named Entity Recognition

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Best Artificial Intelligence (AI) courses in Bangalore | Pentagonspace

Deep Learning Engineering

Artificial Neural Network- ANN
Convolution Neural Network -CNN
Recurrent Neural Network and LSTM
Deep Diving into Neural Network
Exploring Neural Network using TensorFlow and Keras

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Best Artificial Intelligence (AI) courses in Bangalore | Pentagonspace

Big Data

Big Data History
Top Big Data Tools
Lambda Architecture for Big Data
Spark Directed Acyclic Graphs (DAG)
Apache Spark Stages
Limitations & Drawbacks of Spark

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Best Artificial Intelligence (AI) courses in Bangalore | Pentagonspace

Python Full Stack

HTML & CSS3 Syllabus
Bootstrap Syllabus
Javascript Syllabus
PostgreSQL Syllabus
Vue JSSyllabus
Django Syllabus

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Best Artificial Intelligence (AI) courses in Bangalore | Pentagonspace

JAVA Full Stack

JAVA Full Stack
HTML & CSS
Javascript
Web architecture
HTTP and REST
Spring MVC Testing framework

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Python for Data science

Python Basics and Advanced
Python for Data science and Machine Learning

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Database for Data science

Essentials of SQL:
MySQL
SQL Queries complete

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Mathematics for Data Science

Linear Algebra
Probability and Statistics

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Fine Tuning Data science Algorithm

Demystifying Diagnostic Report for Learning Models
Dimensionality Reduction Techniques
Cross Validation Techniques

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Python for Web Development using Django Framework

Introduction to Django Framework
Templates and Static Files in Django
Database Operations

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Projects

Machine Learning
Deep Learning
Django

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Mathematical Aptitude

Problems on Trains
Numbers and Ages
Percentage problems
Boats and Streams
Ratio & Proportion

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Logical Reasoning

Alphanumeric series
Analogies
Artificial Language
Blood Relations
Cause and Effect

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