Best Data Science Training in Hyderabad

Couse: Machine Learning

Prerequisites: Python, Statistics

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Python Training in hyderabad

Introduction to python

Setup and install

Pandas

Numpy

Matplotlib

Requests

Regex

Math

Scikitlearn

Scipy

Keras

Xgboost

Few More …….

 

Statistics:

Mean

Median

Range

Correlation

Covariation

SD and Variance

Sampling

F test

Z test

T test

Bayesian Statistics

Probability

Permutation and combination

Introduction to Calculus

Few more

All the above implementations in python or R(optional depending on the course taken)

 

Machine Learning Training in hyderabad

Error

Cost Function

Gradient Descent

Learning

Supervised (intro)

Unsupervised (intro)

Reinforcement(intro)

Supervised algos:

Linear Regression

Logistic Regression

Few more

Unsupervised algos:

Clustering (intro)

Hierarchial clustering

K means clustering

Project on both Supervised and Unsupervised

Level: Easy

Final Assessment

Project on Machine Learning

Level: Medium / Tough

Project on Course

Level: Real Time

Free Electives:(These Electives individually can become entire course decide the elective based up on your career interest. Its useless to learn everything. Become Best at one thing rather knowing everything: Happy Learning)

 

Elective 1:

Intro to NATURAL LANGUAGE PROCESSING

Mini project

 

Elective 2:

Intro to Deep Learning

Mostly includes Neural Networks

Mini project

 

Elective 3:

Intro to Image Processing

Mini Project

 

Elective 4:

Few algos in Reinforcement Learning:   Level : Very Very Hard

Mini Project on Reinforcement Learning

 

Elective 5:

Tensorflow

Mini project

 

Elective 6:

Pyspark

Project