Top Machine learning training institute in hyderabad

MACHINE LEARNING

LearnAI.co.in is Pioneer in Corporate Training for Machine learning Course Training in Hyderabad with real-time experts and certification. We are one of the few companies in Hyderabad which are offering Advanced Machine learning course with data science includes Python, Deep Learning, R, SQL, etc. Successfully Trained Around 100’s of Trainees on Machine Learning in our training Center located at KPHB, Hyderabad. LearnAI.co.in provides the best Machine Learning course training in Hyderabad with experienced faculty. Machine Learning is one of the Trending Courses right now. Learn Machine Learning course online and classroom training with certification. Machine Learning is one of the leading skill one should understand as it will pay you huge packages and makes you sustain in IT for the long term.

COURSE CURRICULUM

Overview

Overview
 Flow of course 
 What is Data? 
 How Data is generated? 
 Data Storage Overview 
 Types of Data 
 Software Life Cycle 

Introduction to Data Science

 What is data science 
 Importance of data science  
  Demand for data science 
  Prerequisite to learn data science 
  Data science life cycle   
  Why Organizations hiring Data Scientist 
  Real Time Projects overview  
  Data science vs Business Intelligence  
 Terms to Remember in Data Science
   Artificial Intelligence Overview
 Overview of Real time Project on Artificial Intelligence

Installations

 Installation of required softwares  
  How to install Packages/ Libraries   

   Numpy  
  Pandas 
    Scipy  
   Scikit-Learn   
    Keras   
 Matplotlib 
 Seaborn  
 Cufflinks  

Python-Data Science

  Introduction to Python  
  Python 2 vs Python 3  
   Installation of Anaconda  
   Understanding Jupyter Notebook  
   Basic commands in Jupyter Notebook    
   Understanding Python Syntax 
   Comments (Single and Multi lines)    
   Python Identifiers    
  Operators 
    Data Types 
  Advanced Data Structure
 Different type of Loops 
 Conditions 
 Functions 
 File Handling 

Data Exploration

  Collecting data from different sources 
 Analyzing data  
   Data Preprocessing  
   Data Munging  
   Data Mining   
   Data Manipulation 
  Data Visualization  
  Feature Selection   
  Feature Scaling
   Dimensionality Reduction Techniques

Statistics

  Basics of Statistics 
 Descriptive Statistics  
   Inferential Statistics
  Qualitative Analysis 
   Quantitative Analysis
  Hypothesis Testing 
 Data Distribution
 Outlier Detection 
  Other Statistical fundamentals

Other Mathematical Concepts

 Probability
 Calculus
  Linear algebra

Machine Learning Algorithms

Introduction to Machine Learning
Supervised learning

Introduction to Linear Regression
Multiple Linear Regression
Ordinary Least Squares Method
Non Linear Models
Polynomial Regression
Support Vector Regressor
K-NN Regressor
Decision Tree Regressor
Random Forest Regressor

Evaluation Metrics for Regression Models

R Square
Adjusted R Square

Error Functions

Root Mean Square Error (RMSE)
Mean Absolute Error

Classification Models

Logistic Regression
Naive Bayes
Support Vector Classifier
K-NN Classifier
Decision Tree Classifier
Random Forest Classifier

Evaluation Metrics for Classification Models

Accuracy
Precision
Recall
ROC Curve

Unsupervised learning

Clustering models

K-Mean Clustering
Hierarchial Clustering

Reinforcement learning

Free Demo	Course	Fee
Daily	Data Analysis	10,000/-	Enroll Now

Free Demo	Course	Fee
Daily	Machine Learning	19,000/-	Enroll Now

Services	Basic	Intermediate	Advanced	Expert	Lead
Members	>20	<15	<10	<10	<5
Duration	45+ Days	2+ Months	3+ Months	6+ Months	1+ Year
Portal
Course Completion Certificate
One to One
Resume Preparation
Job Assistance
Mock Interviews
Internship
Job Guarantee