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Machine Learning Using Python

$400.00 $300.00

Description

What is Machine Learning?

Machine Learning Training lets you gain expertise in Machine Learning Algorithms like K-Means Clustering, Decision Trees, Random Forest, and Naive Bayes using Python and R. Data Science Training encompasses a conceptual understanding of Statistics, Text Mining and an introduction to Deep Learning. Throughout this Data Science Course, you will implement real-life use-cases on Media, Healthcare, Social Media, Aviation and HR.

Session 1

Statistics

Session 2

Introduction to Python for Machine Learning

Session 3

Introduction to Machine Learning

Exploratory Data Analysis : Missing Value, Outlier Analysis etc.

Session 4

Dimensionality Reduction: PCA, LDA, Kernel PCA

Session 5

Decision Tree Classification, Random Forest Classification, Error Matrices

Session 6

Linear Regression, Logistic Regression , KNN, Naive Bayes, SVM

Session 7

Clustering: K-Means, Hierarchical Clustering & Association Rule Learning: Apriori, Eclat

Session 8

Model Selection & Boosting: k-fold Cross Validation, Parameter Tuning, Grid Search, XGBoost

Session 9

Natural Language Processing: Bag-of-words model and algorithms for NLP

Session 10

Deep Learning: Artificial Neural Networks, Convolutional Neural Networks

Duration & Timings :

Duration – 30 Hours.

Training Type: Online Live Interactive Session.

Faculty: Experienced.

Weekend Session – Sat & Sun 9:30 AM to 12:30 PM (EST) – 5 Weeks. August 31, 2019.

Weekend Session – Sat & Sun 9:30 AM to 12:30 PM (EST) – 5 Weeks. September 14, 2019.

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USA: +1 734 418 2465 | India: +91 40 4018 1306

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