Machine Learning Training in Hyderabad

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Machine Learning
DEMO/NEW BATCH details

ScheduleDateTimings
DEMO05/05/2019 (SUNDAY)10 AM
WeekDay Batch06/05/2019 (MONDAY)7 PM
WeekEnd Batch05/05/2019 (SUNDAY)11 AM

Machine Learning Course Curriculum

1. Introduction to Data Science

  • Introduction to data science
  • Application of Data Science
  • Life cycle of data science projects
  • Data and its various forms

2. Python – Core, Advance and Analytics

  • What is Python?
  • Data Types and Data Structures
  • Control Flow and Conditional Statements
  • Functions
  • File Handling
  • Python Datatime

3. Data Analysis

  • Numpy
  • Pandas

4. Data Visualization

  • Data Visualization

5. Object Oriented Programming

  • Object Oriented Programming(OOP)

6. Understanding Text using Python

  • Regular Expressions

7. Statistics - Descriptive Statistics & Inferential Statistics

  • Basic Statistics Terminology
  • Variables
  • Central Tendencies
  • Basics of Probability
  • Probability Theory
  • Probability Distribution
  • Confidence Interval
  • Statistical Testing

8. Machine Learning – Supervised Learning

  •  INTRODUCTION
  • Linear and MultipleRegression
  • Logistic Regression
  • Navie Bayes Classifier
  • Principal Compound Analysis (PCA)
  • Time Series (Forecasting)
  • Decision Tree (Rule – Based)
  • k-Nearest Neighbor (Distance Based Learning)
  • Support Vector Machine (Distance Based Learning)
  • Esemble Methods

9. Machine Learning – Unsupervised Learning

  • Clustering
  • Recommendation Systems

10. Natural Language Processing (NLP) – Text Mining

  •  INTRODUCTION
  • Text Pre-processing
  • Natural Language Understanding(NLP Statistical)
  • Matrix Factorization
  • Text Indexing
  • Text Classification

11. Artificial Intelligence

  • Introduction to Neural Networks
  • Deep Frameworks
  • Artificial Neural Network with Tensorflow
  • Convolution Neural Networks
  • Building Convolution Neural Network in Python
  • Keras (Backend Tensorflow)
  • Natural Processing Language (Sequential Process)

12. Case Studies

1. Data Mining:

This project starts completely from scratch which involves collection of Raw Data from different sources and converting the unstructured data to a structured format to apply Machine Learning and NLP models.

This project covers the main four steps of Data Science Life Cycle which involves

  • Data Collection
  • Data Mining
  • Data Preprocessing
  • Data Visualization.

Ex: Text, CSV, TSV, Excel Files, Matrices, Images

2. Predictive Analytics:

  • Banking Use cases – Customer Service prediction,
  • Health care Use cases – Heart Disease, Diabetics
  • Insurance Use cases
  • Telecom Churn Prediction
  • Bike Sharing
  • Air Quality

3. NLP:

  • Text Mining
  • Sentiment Analysis
  • Spam Detection
  • Dialogue Prediction

13. Deployment

  • Project Implementation

Why Choose Innomatics

18+ Industry experts
Learn with highly qualified academic institutions and tutors with huge experience.
Rigorous efforts taken to make a student to be a job qualified both skillfully as well as subject wise
Also conducting of various assignments, workshops and meet ups for collaborations
Certified and guaranteed placements for both IT and NON-IT
700+ people got trained since the period of establishment
100% Placement Assistance
Handouts, Exercises and Assignments on subject
In house Internship on our projects & products

Why innomatics research labs for Software Training courses like Data Science, Machine Learning, Artificial Intelligence, Python, Statistics, NLP, Data Visualization with Tableau, Big Data with Hadoop, Digital Marketing & AWS training in Kukatpally, Hyderabad?

What Our Students Says

About Machine Learning Course

Vinay keerthi

Innomatics Reviews on Data science course training at Kukatpally Ameerpet, Hyderabad, India

Innomatics Research Lab is one of the best data science training institute in Hyderabad. I joined here as soon as I completed my bachelor’s in order to attain a great job. This team suggested me to go with data science course, for the first two days I heard the demo and just got impressed by their teaching and with no second thought choose this course. Iam almost about to complete my course and no doubt they are Turing me into very well qualified data scientist.

Data Science trainee

PV Meenakshi

PV Meenakshi Review on Data science traiining at Innomatics Research Labs Kukataplly, Hyderabad, Ameerpet & Madhapur Branch Hyderabad

One of the best learning institute in Hyderabad I say! In every aspect Innomatics research labs Institute has proved to be the best for me. The topics and projects covered in Machine Learning were real time and it helped me understand the basics along with high level stuff, equally well. Thank you Innomatics for turning me into a Young data scientist!

Data Scientist

Sai Chaitanya

Innomatics Reaserch Labs Review by Sai Chaitanya Data Scientist Intern - Best Data Science training institute in Hyderabad

I joined Innomatics as a student and an Intern in the end of December 2018. It has been a knowledgeable experience till date. I got to work on some interesting projects and case studies as an Data Science Intern. The mentors at the institute are talented, experienced, yet friendly. They are always ready to help. It has been a great experience and I am sure I will benefit a lot from it in my career.

Data Scientist

Loka Sai Eswar

Innomatics Reaserch Labs Reviews on Data science, Data Science trainee review on Innomatics kukatpally

I came to Innomatics when i was indecisive about what to do with career. I just resigned my job as it was kind of monotonous and it didn’t interest me anymore. Just then I got a mail from Innomatics saying they offer classes on Data Science. I don’t mean to sound dramatic, but that was one of the best decisions I made. I found the career that suits me after I came here. The teaching method here is very practical and the faculty too are very helpful. I would recommend to everyone who want to change their career or who want to join Data Science to consider Innomatics research Labs. I am sure you won’t regret!

Data Science trainee

Vaishnavi Mandhani

Innomatics Reaserch Labs Review by Vaishnavi Mandhani on Data science

Innomatics Research labs is the only platform to learn Data science with real time working experience, They just don’t teach, let you work and gain experience. There are so many institutions charging Lakhs of rupees but not teaching complete data science. But at Innomatics i learnt the real data science and practical application of it. After joining here only I got to know what real Data science is. 3 months back I don’t know Data science. Today I can claim that I am an expert of it. As part of my internship, I worked on Docnizer project. It gave me enormous amount of knowledge on Data Science. Thank you Innomatics – Kukatpally Branch

Data Scientist

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