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

  1. Installation of required softwares
  2. 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

  1. Introduction to Machine Learning
  2. 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
  1. Evaluation Metrics for Regression Models
  • R Square
  • Adjusted R Square
  1. 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
  1. Unsupervised learning

Clustering models

  • K-Mean Clustering
  • Hierarchial Clustering
  1. Reinforcement learning
Free DemoCourseFee 
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ServicesBasicIntermediateAdvanced ExpertLead
Members>20<15<10<10 <5
Duration45+ Days2+ Months3+ Months6+ Months1+ Year
Portal
Course Completion Certificate
One to One
Resume Preparation
Job Assistance
Mock Interviews
Internship
Job Guarantee
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DailyArtificial Intelligence22,000/-Enroll Now
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DailyDigital Marketing12,000/-Enroll Now
Live Classes
Live Interactive classes conducted by Instructor.
Expert Instructions
Learn from our experts and get Real-Time Guidence.
24*7 Expert
Personalized Guidence from our 24*7 support team.
Flexible Schedule
Reschedule your Batch class at your convenience.

We Provide Higher Quality Services

AND YOU’LL GET SOLUTIONS FOR EVERYTHING
Best Artificial Intelligence Training in Hyderabad with 100% placement Assistance. Learn Data Science with Python, Data Analysis, Artificial Intelligence, Machine Learning, Deep Learning, NLP, Statistics and Tableau.

KPHB

Address: SMR Heights, MIG-165,
3rd-floor,KPHB Phase-1, Hyderabad 500079,
Phone: +91 9390023585
Email: info@learnai.co.in

DILSUKHNAGAR

Address: Suite#13-5-28,
First Floor, Main road facing, Durga Nagar, Dilsukhnagar, Hyderabad-500060,
Phone: +91 9390023585
Email: info@learnai.co.in
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