Machine Learning with Python Online Training

Machine Learning with Python Online Training

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About Machine Learning with Python Online Training

Form this Machine Learning with Python Online Training you will able to learn all the Concepts of  R ProgrammiMachine Learning with Python course with real-time scenarios, live examples by real-time professionals

Course Objectives

What are the Course Objectives?

Who should go for this Course?

Pre-requisites:


Course Curriculum

First Machine Learning Algorithm Python

  • Various machine learning algorithms in Python
  • Apply machine learning algorithms in Python

Feature Selection and Pre-processing

  • How to select the right data
  • Which are the best features to use
  • Additional feature selection techniques
  • A feature selection case study
  • Preprocessing Introduction
  • Preprocessing Scaling Techniques
  • How to preprocess your data
  • How to scale your data
  • Feature Scaling Final Project

Which Algorithms Perform Best

  • Highly efficient machine learning algorithms
  • Bagging Decision Trees
  • The power of ensembles
  • Random Forest Ensemble technique
  • Boosting – Adaboost
  • Boosting ensemble stochastic gradient boosting
  • A final ensemble technique

Model Selection Cross Validation Score

  • Introduction Model Tuning
  • Parameter Tuning GridSearchCV
  • A second method to tune your algorithm
  • How to automate machine learning
  • Which ML algo should you choose
  • How to compare machine learning algorithms in practice

Neural Networks and deep learning in Python

  • Neural Networks introduction
  • What is deep learning
  • What is one hot encoding
  • How to implement one hot encoding
  • How to handle missing values
  • How to impute missing values
  • Introducing the MNIST dataset

Tensor Flow

  • Programming a neural network in tensorflow
  • Programming a neural network – multilayer perceptron in tensorflow

Keras

  • Introduction to keras – a convient way to code neural networks
  • What is a convolutional neural network
  • How does a cnn work

CNN and RNNs

  • Creating a convolutional neural network from scratch
  • What are RNNs – Introduction to RNNs
  • Recurrent Neural Networks rnn in python
  • LSTMs for beginners – understanding LSTMs
  • long short term memory neural networks lstm in python


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Training Features

Instructor-Led Training Sessions

We believe to provide our students the Best interactive experience as part of their learning

Expert Trainers

We Constantly evaluate our trainers and only the “Best” Provides the Training

Flexible Schedule

Do not hesitate to ask… because we will work according to your calendar

Industry Specific Scenarios

Students are provided with all the Real-Time and Relevant Scenarios

e-Learning Sessions

Online training sessions are held Live and we provide students with the Training Videos

24/7 Support

No [email protected] all…!!! Your Question will be answered by Us at any Hour of the time

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