Machine Learning with Python
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About Machine Learning with Python
Form this Machine Learning with Python Training you will able to learn all the Concepts of R Programming Machine Learning with Python course with real-time scenarios, live examples by real-time professionals
Machine Learning with Python Course Objectives
What are the Course Objectives?
Who should go for this Course?
Pre-requisites:
COURSE SYLLABUS
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
Training Features
Instructor-Led Training Sessions
We believe to provide our students the Best interactive experience as part of their learning
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
Expert Trainers
We Constantly evaluate our trainers and only the “Best” Provides the Training
e-Learning Sessions
Online training sessions are held Live and we provide students with the Training Videos
Support
No Problem@ all…!!! Your Question will be answered by Us as soon as possible