data science training in kochi

OUR 100% JOB ORIENTED TRAINING PROGRAMS

We are focused on providing advanced level software training like Big Data Training, Hadoop Training, Data Science Training, Python Training, Machine Learning Training, Selenium Training in Cochin Kerala.

Big Data - Data Science - Machine Learning - Deep Learning (AI) Expert.

Big Data - Data Science - Machine Learning - Deep Learning (AI) Expert.

Python, Hadoop, Spark, Data Analytics, Machine Learning, Deep Learning, Data Science, Artificial Intelligence, AWS Cloud.

Course contents for Big Data - Data Science - Machine Learning - Deep Learning (AI)Training in Kochi, Kerala. 

Course Contents :

1. Big Data Analytics (Hadoop & Spark)
2. Python & Advanced Python
3. Data Analytics
4. Maths for Data Science
5. Data Science with AI- Python
6. Machine Learning - Python
7. Deep Learning - Python

⏰ Duration: 5 Months, 6 Days a Week, 2-3 Hours/day

Detailed Syllabus

Apache Hadoop

Python, Unix commands, SQL, Apache Maven, IntelliJ IDE, Git, Bash script, AWS EMR, Big Data Analytics, Cloudera Hadoop, Hadoop Architecture, Hadoop Installation Mode and HDFS, Hadoop Clustering, Map Reduce (Version 1 & 2), YARN Application, SQL, Pig, Sqoop, Hive, HBase, Project

Apache Spark

Python, Introduction to PySpark, Spark Basics, Spark Installation, Spark RDDs & Pair RDDs, Spark Application Deployment, Parallel Processing, Spark SQL, Spark - MLlib(Machine Learning), KNN, Kmeans, GMM, Naive Bayes, Spark Data Frames, Spark Streaming, Spark Advanced Concepts, Spark Project.

Python & Advanced Python

Introduction to Python, PyCharm, Language Fundamentals, Conditional Statements, Looping, Control Statements, String Manipulation, Lists, Tuple, Dictionaries, Functions, Modules, Input-output, Exception Handling, OOPS Concepts, Regular Expressions, Multithreading, Functional Programming, Map, Reduce, Filter, Iter tools, Python to DB.

Data Science & Analytics (Python)

Numpys, Understanding the N-dimensional data structure Creating arrays Indexing arrays by slicing or more generally with indices or masks, Basic operations and manipulations on N-dimensional arrays, Plotting with Matplotlib, Accessing Data From Multiple Sources Reading and writing data from local files (.txt, .csv,.xls, .json, etc), Reading data from the database, Scraping tables from web pages (.html), Pandas and data frames, Working with Pandas data structures: Series and DataFrames Accessing your data: indexing, slicing, fancy indexing, Boolean indexing, Data wrangling, including dealing with dates and times and missing data, Adding, dropping, selecting, creating, and combining rows and columns, Data summarization and aggregation methods, Pandas powerful group by method, Reshaping, pivoting, and transforming your data, Seaborn - statistical data visualization, Introduction to Data Analytics using Power BI, Project.

Python - Machine Learning and Deep Learning with AI

Introduction to Python, Jupyter Notebook, Basic Packages, and Data Preprocessing, Pandas and Numpy, Missing Data, Categorical Data, Splitting of Data, Feature Scaling, Regression, Simple Linear Regression, Multiple Linear Regression, Polynomial Regression, Decision Tree Regression, Evaluating Regression Model Parameters, Classification, Logistic Regression, KNN, SVM, Evaluating Classification Model Parameters, Clustering, KMeans Clustering, Hierarchical Clustering, Dimensionality Reduction, Principal Component Analysis, Keras, Tensorflow, CNN, NLP, TFIDF, Computer Vision (Open CV), Optical Character Recognition (OCR), Course Project.

What is Data Science Eco-System?

The term Data Science is commonly used in the business field, and most of us would have probably heard it at least once. However, it is true that some of us do not know what data science really is. Data science is the creative art or process of blending various tools, machine learning programs, and algorithms. The primary goal of data science is to discover and extract knowledge from structured and unstructured data.

In simple words, a data analyst helps businesses by analyzing data and gives them a clear idea of what is going with their business. Data analysts do not just give you real-time information about your business and insights, instead, they are also able to predict the occurrence of a future event by relying on advanced machine learning tools. This is why the process of data science continues to be integral for startups, small-scale, and large-scale businesses. 

Why Learn Data Science

A survey conducted by NASSCOM (The National Association of Software and Services Companies) revealed that approximately 1 and a half lakh job positions remain vacant in the field of data science. It is estimated that there will be a deficit in the number of data science professionals by more than 2 lakhs by the end of next year. 

However, our country has witnessed an increased demand for data professionals over the last couple of years. The above-mentioned stats clearly indicate that this is the perfect time to attend a big data training course and pursue a career in the field of data science. 

How We Can Help You
Data Science is undoubtedly one of the most interesting and highly rewarding career options in today’s digitally competitive era. As the demand for data science professionals is expected to grow, pursuing a career in the field is sure to help young and aspiring candidates to meet all their career-related goals. Finding a reputed institute is the best step of the journey, and this is where Luminar Technolab can be of great help to you.

The comprehensive data science course that we offer covers a wide range of important Data Science concepts. You can gain proper knowledge of data extraction, data collection, data mining, and data exploration along with advanced topics that cover artificial intelligence and machine learning through our course. The expert team of data science experts at our disposal will ensure a seamless and smooth learning experience for all candidates. Your search for an institute that offers the best data science training in Kochi ends with Luminar Technolab. 

 
At Luminar Technolab we offer a comprehensive course that covers the whole aspects of the Data Science Ecosystem including Big Data Engineering, Data Science, Data Analytics, Data Visualization, data processing, Data Munging, Machine Learning, Deep Learning & Artificial Intelligence.

Why Luminar Technolab
 
✅ ISO 9001:2015 Certified Institution
✅ Training by highly experienced and certified professionals
✅ No slideshow (PPT) training, fully Hands-on training
✅ Interactive session with interview QA’s
✅ Real-time projects scenarios & Certification Help
✅ Most competitive & affordable course fees
✅ Placement support for all courses
✅ List of established & satisfied clients & students
✅ Located Near Infopark Cochin.

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Python Django - Full Stack Web Development Expert

Python Django - Full Stack Web Development Expert

Core Python, Basics of Programming, Unix Commands, Advanced Python, Django Framework, REST API, Web Concepts & Tools.

Detailed Course Syllabus

Core Python

Introduction to Python, Unix Commands, PyCharm, Syntax, Conditional Statements, Looping, Control Statements, String Manipulation, Lists, Tuple, Dictionaries, Functions, Modules, Input-output, Exception Handling.

Advanced Python

OOPS Concepts, Regular Expressions, CGI, DataBase, MySQL, Networking, Multithreading, GUI Programming, Tkinter.

Django Framework

HTML, CSS, JavaScript, AJAX, MVC, Web Site Management, Migrations, Database Connectivity, Change Database, View Functions, Redirecting, Rendering, URL Configuration, Django Shell, Django REST, Course Project.

AdditionalLibraries

Open Computer Vision (Open CV), Optical Character Recognition (OCR)

Duration: 3.5 Months (3 hours/day) 

 

Why Learn Python?

Over the last few years, the growth of Python Language is Tremendous and the opportunities in Python are also in a rapidly increasing trend for both Experienced and Freshers.

By learning Python, one can choose to work in multiple areas like Data Analytics, Data Science, Web Development, Machine Learning, Data science, etc.

Luminar Technolab's Python Training at Kochi will make you equipped to work in multiple domains with our world-class Training methodology and evaluation systems. You can check out our Placements history to see the quality of our Python Training.

Why Luminar Technolab.

ISO 9001:2015 Certified Institution
✅ Affiliated to NACTET (http://www.nactetindia.org/affiliation.php)
✅ Training by highly experienced and certified professionals
✅ No slideshow (PPT) training, fully Hands-on training
✅ Interactive session with interview QA’s
✅ Real-time projects scenarios & Certification Help
✅ Most competitive & affordable course fees
✅ Placement support for all courses
✅ List of established & satisfied clients & students
✅ Located Near Infopark Cochin.

We Provide Below mentioned courses in Python Training at Kochi.

1. Python Data analytics Training
2. Python Django Web Development Training.
3. Python Machine Learning Training
4. Python Data Science Training.
5. Python Artificial intelligence Training.

Call us now to know more.

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Software Testing Specialist

Software Testing Specialist

Manual Testing ISTQB, Java foundations, Mobile Testing, Selenium IDE, Selenium Web driver, Selenium Advanced Web driver, Selenium Grid, Apache Maven, SQL workshop, JMeter - Advanced, Bugzilla, Course Project

Duration: 2.5 months ( 2-3 hours / day)

 

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MEAN Stack Web Development Expert

MEAN Stack Web Development Expert

MongoDB, Express.JS, Angular.JS, and Node.js.

MEAN STACK

MEAN Stack is a collection of JavaScript-based technologies which is used to develop web applications. It is a stack of MongoDB, Express.JS, Angular.JS, and Node.js.

MEAN Stack Course Details:

  • HTML
  • CSS
  • JAVASCRIPT
  • BOOTSTRAP
  • JQUERY
  • RDBMS
  • XML
  • REST API
  • ANGULAR.JS
  • EXPRESS.JS
  • NODE.JS
  • MongoDB

 

Duration: 3.5 Months (3 Hours/day)

Detailed Syllabus

Module 1: Web Components

HTML, CSS, JavaScript, TypeScript/ES6, Bootstrap, Angular , JSPM, GULP, NodeJS, Express /Loopback, MongoDB, Basic web concepts, Advanced Web Concepts, RDBMS, REST API

Module 2 - MongoDB

Introduction, install, Data modeling, Create Database, Limit, Sort, and Indexing, find() method, Replication, and sharding, Create Backup, Create Database & Collections, Drop Database & Drop Collection, Datatypes, Aggregation, Deployment, Mongodb with Nodejs

Module 3 - Express JS

Introduction, Install, Routing, HTTP Methods, URL Building, Middleware, Templating, Static files, Form Data, Express with Database (MongoDB), Cookies, Sessions, Authentication, Rest APIs, Scaffolding, Error handling and debugging, Best Practices

Module 4 - Angular

Introduction, Install, How to set up a project, Angular CLI, Components and modules, Data binding and Event binding, Templates and Directives, Pipes, Routing, Services, HTTP Service and HTTP Client, Forms, Angular animations and materials

Module 5 - NODE JS

Introduction, Install, How to create a nodejs app, how to create a nodejs server, sending basic request and responses, Node Package Manager (NPM), Callbacks concept, Event-driven programming concepts, Event loop, and Emitter, Buffers, Streams, File system, Global objects, Utility modules, Web module, Rest API through Nodejs, How to scale a nodejs application, Packaging.

Course Overview

The MEAN Stack training helps you to get complete knowledge in all JavaScript Technologies and make you a skilled MEAN Stack developer. We have real-time working professionals as trainers who can train and master you in both front-end and back-end development and build your career.

In this 4 Month MEAN Stack Training course program, we start from the basics and trained you to get hands-on the front-end tools such as Html, JavaScript, CSS, Jquery, AngularJS, etc and then continue to the backend skills. In this training program, we will help you work with real-time projects. We also provide you with 100% placement assistance after your course completion.

 

Technologies that represents MEAN

  • M represents MongoDB - A cross-platform document-oriented database program
  • E represents Express.JS - A web application framework for Node.js
  • A represent AngularJS - A JavaScript-based open-source front-end web framework
  • N represents Node.JS - An open-source, cross-platform, JavaScript runtime environment

 

MEAN Stack Developer 

A MEAN Stack developer is the one who can do the development process that falls within these sets of technologies MongoDB, Expressjs, AngularJs, NodeJS. They are like JS-based application developers. MEAN Stack gained popularity because it allows developers to apply the same language for frontend development as well as backend. 

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Business Analytics - Power BI & Tableau

Business Analytics - Power BI & Tableau

Course Contents.

Introduction to Business intelligence, Power BI, SQL basics, Data Warehousing, Tableau, Project

Duration :  2.5 Months (2-3 Hours /day)

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Android Developer Expert

Android Developer Expert

 
Java, Kotlin, Introduction to Android, Android Studio, AndroidManifest.xml, Directories, Layout Designing, Basics & Intents, UI Designing, Composite & Custom Views, Time, Date & Dialog Boxes, Media & Menu, Google Map, Fragment & Material Designs, Notifications, Telephony & Connectivity, Internal Storage & External Storage, Async Task, Parsing & Shared Preferences, SQLite Database, Firebase, API Testing Using Postman, Web Services, Design Patterns, Course Project.
 
Duration : 3 months.
 
Mode: Online Classes ( 2-3 Hours/day)

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Machine learning & Data Science ( Online)

Machine learning & Data Science ( Online)

Introduction to Python & Numpy
Data Wrangling with Pandas
Data Manipulation with Pandas
Data Visualization (Seaborn, Matplotlib)
Descriptive & Predictive Statistics

Exploratory Data Analytics (EDA)
Supervised Learning Regression
Supervised Learning Classification
Decision Tree & Random Forest

Unsupervised Learning Clustering
SQL for Data Science
Natural Language Processing

Neural Networks
Computer Vision (Open CV),
Optical Character Recognition (OCR)
Keras
Tensor Flow

Case Studies
Capstone Project

Duration: 2 Months 

Mode: Online 

Trainers:

1. Christy Abraham Joy

Currently Working as Data Scientist at 10xDS - Exponential Digital Solutions.
Profile: https://www.linkedin.com/in/christy-abraham-joy/

2. Chandramouliswaran Rangasubramani

Entrepreneur, Technology Strategist & Advisor
17+ Years of experience in Software development. 10+ Years in Software architecture. Freelance Big Data - Python - Java - ML & AI Consultant. Senior Guest Faculty & Technical Advisor at Luminar Technolab. Worked in more than 150+ Big Data, ML & AI Projects.
https://www.linkedin.com/in/chandramouli2/

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