Encoding The Data, Types Of Encoding - Epix Design School

Course Content

Introduction To Data Science

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Introduction To Data Science

Python (Basics To Advanced)

Machine Learning

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Python Packages ,Numpy, Pandas, scikit learn, Matplotlib, Seaborn

Introduction To Machine Leaning, Types Of Ai, Stages Of Ml Projects ,Types Of Ml Algorithms

Data Preprocessing

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Handling Missing Values

Data Cleaning Process – (Level-2)

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Encoding The Data, Types Of Encoding

Split The Dataset , Training Data And Test Data

Feature Scaling, Confusion Matrix,

Encoding and split the data (Level-3)

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Exploratory Data Analysis, Feature Engineering Data Visualization, Different Chart Types

ChartTypes, Histogram Plot, Bar Plot, Scatter Plot

Classification,Linear& Logistics Regression.

Decision Trees, Random Forest , XG Boost

Classifier, Naïve Bayes

Classifier, Naïve Bayes

Find Accuracy through algorithms (Level -4)

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Deep Learning,What Is Deep Learning, Tensor Flow And Keras, Deep Learning Frame Work,

Artificial Neural Network,CNN

Cancer Detection Using Image processing (Level-5)

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NLP – Natural Language Processing

Project

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Project-1 –Credit card fraud analysis using ML

Project-2 – CKD using machine learning(Level-6)

DATA SCIENCE