Learning Format
Online Learning
Duration
6 Months
Program
Terms
Course Fee
₹54999/-
Course Type
Highlights
Python, Data Analytics with python, Predictive Analytics, Machine Learning, Data Visualization, Natural Language Programming and more
Data Scientist, Data Analyst, Machine Learning Engineer, Data Engineer, Business Analyst and many more
What is Artificial Intelligence
Application of Statistics and Programming in Data Science & Artificial Intelligence
Importance of Data in Artificial Intelligence, Data Science and Data Analytics
Introduction to Data Types
Basic Statistics
Probability
Inferential Statistics
Python Introduction
Data Types and Data Structure Variables
Functions
Control Flow
Exception Handling
Classes
Useful Data Science Liabraries
Import Datasets and Modules
Numpy arrays
Pandas
Data Visualization
Introduction to R Programming
Data Structures
Getting Data from Different Sources
Functions
Data Transformation
Data Formatting
Loop Structure
Data Visualization with R Programming
GGplot2
Shiny
Instroduction to Predictive Analytics and Machine Learning
Linear Regression
Logistic Regression
Cluster Analysis
Time Series Forecasting
Decision Tree
Ensemble Methods in Tree Based Models
Support Vector Machines
K-Nearest Neighbor (KNN)
Inroduction
Extracting Data using NLP
Text Preprocessing for application
Text Indexing for Analysis
Feature Engineering for Word Cloud
Advanced NLP and ML for NLP
Implementing Industrial Applications
NLP and Deep Learnign for NLP
Neural Networks
Artificial Neural Networks (ANN)
Tensorflow & Keras
Recurrent Neural Network (RNN)
Convolutional Neural Network (CNN)
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