Data Science Training

Data Science Training in Kochi – By Nestsoft Technologies

Master the Art of Data-Driven Decision Making with Industry Experts

Are you ready to launch your career in one of the most in-demand fields of the 21st century? Nestsoft Technologies, the trusted name in IT education and career training since 1997, offers comprehensive Data Science training in Kochi tailored for students, working professionals, and aspiring analysts.

Why Choose Data Science?

Data Science is revolutionizing industries — from healthcare to e-commerce, finance to logistics. Companies are increasingly relying on data insights to make strategic decisions, improve operations, and innovate faster.

Career Opportunities After Data Science Course:

Data Analyst
Data Scientist
Business Intelligence Analyst
Machine Learning Engineer
AI Specialist
Data Engineer

What You Will Learn:

Our hands-on Data Science training course includes:

Python Programming for Data Science
Statistics and Probability
Data Wrangling & Data Cleaning
Exploratory Data Analysis (EDA)
Data Visualization using Matplotlib, Seaborn
Machine Learning Algorithms
Supervised & Unsupervised Learning
Introduction to Deep Learning
Working with Real-time Projects and Datasets
Resume building, interview training & career support

Course Highlights:

100% practical-oriented sessions
Learn from expert data scientists with real-time industry exposure
Work on live projects and datasets
Certification upon course completion
Online and Offline Batches Available
Flexible timings for students and working professionals

Who Can Join?

Graduates / Postgraduates in Science, Engineering, Mathematics, or Statistics
Working professionals looking to switch careers
Freshers passionate about data and analytics
Entrepreneurs and business owners

Join the Top-Rated Data Science Training Program in Kochi!

Build a future-proof career in data science with the best trainers and a trusted institute. Enroll for a free trial class today and take the first step toward becoming a data expert.

MODULE 1

The Data Science Process
Apply the CRISP-DM process to business applications
Wrangle, explore, and analyze a dataset
Apply machine learning for prediction
Apply statistics for descriptive and inferential understanding
Draw conclusions that motivate others to act on your results

MODULE 2

Communicating with Stakeholders
Implement best practices in sharing your code and written summaries
Learn what makes a great data science blog
Learn how to create your ideas with the data science community

MODULE 3

Software Engineering Practices
Write clean, modular, and well-documented code
Refactor code for efficiency
Create unit tests to test programs
Write useful programs in multiple scripts
Track actions and results of processes with logging
Conduct and receive code reviews

MODULE 4

Object Oriented Programming
Understand when to use object oriented programming
Build and use classes
Understand magic methods
Write programs that include multiple classes, and follow good code structure
Learn how large, modular Python packages, such as pandas and scikit-learn, use object oriented programming
Portfolio Exercise: Build your own Python package

MODULE 5

Web Development
Learn about the components of a web app
Build a web application that uses Flask, Plotly, and the Bootstrap framework
Portfolio Exercise: Build a data dashboard using a dataset of your choice and deploy it to a web application

MODULE 6

ETL Pipelines
Understand what ETL pipelines are
Access and combine data from CSV, JSON, logs, APIs, and databases
Standardize encodings and columns
Normalize data and create dummy variables
Handle outliers, missing values, and duplicated data
Engineer new features by running calculations Build a SQLite database to store cleaned data

MODULE 7

Natural Language Processing
Prepare text data for analysis with tokenization, lemmatization, and removing stop words
Use scikit-learn to transform and vectorize text data
Build features with bag of words and tf-idf
Extract features with tools such as named entity recognition and part of speech tagging
Build an NLP model to perform sentiment analysis

MODULE 8

Machine Learning Pipelines
Understand the advantages of using machine learning pipelines to streamline the data preparation and modeling process
Chain data transformations and an estimator with scikit learns Pipeline
Use feature unions to perform steps in parallel and create more complex workflows
Grid search over pipeline to optimize parameters for entire workflow
Complete a case study to build a full machine learning pipeline that prepares data and creates a model for a dataset

MODULE 9

Experiment Design
Understand how to set up an experiment, and the ideas associated with experiments vs. observational studies
Defining control and test conditions
Choosing control and testing groups

MODULE 10

Statistical Concerns of Experimentation
Applications of statistics in the real world
Establishing key metrics
SMART experiments: Specific, Measurable, Actionable, Realistic, Timely

MODULE 11

A/B Testing
How it works and its limitations
Sources of Bias: Novelty and Recency Effects
Multiple Comparison Techniques (FDR, Bonferroni, Tukey)
Portfolio Exercise: Using a technical screener from Starbucks to analyze the results of an experiment and write up your findings

MODULE 12

Introduction to Recommendation Engines
Distinguish between common techniques for creating recommendation engines including knowledge based, content based, and collaborative filtering based methods.
Implement each of these techniques in python.
List business goals associated with recommendation engines, and be able to recognize which of these goals are most easily met with existing recommendation techniques.

MODULE 13

Matrix Factorization for Recommendations
Understand the pitfalls of traditional methods and pitfalls of measuring the influence of recommendation engines under traditional regression and classification techniques.
Create recommendation engines using matrix factorization and FunkSVD
Interpret the results of matrix factorization to better understand latent features of customer data
Determine common pitfalls of recommendation engines like the cold start problem and difficulties associated with usual tactics for assessing the effectiveness of recommendation engines using usual techniques, and potential solutions.

Duration: 90 Hrs

Attend a Free Trial Class

Syllabus -> Data Science

What student say about us?

Nestsoft Technologies offers the best Networking training. The faculty are very experienced and friendly.

Suvarna P

Ubscl Kaloor

The confusion of most students completing engineering in IT is how to choose the right career. Nestsoft Technologies helped me identify the right career focus based on my true tastes and skills and I chose Seo / Digital Marketing. Training is a good exposure for freshers to become experts. Thanks to Nestsoft Technologies and all its faculty ..

Vidhya

Jobsviewer.com Kochi

I am happy with my decision to join Nestsoft Technologies for my training. The environment there gave the impression of being in an IT company, not of a training institute. It is not possible to get a real administration knowledge from a training organization, but for this you need to address real issues and solve it in real time. Thank you all for your help .. !!!!

Anitha M

NEST

Chitra Shenoy Prabhu

Dubai

Myself Riya Sara Rejy. i would like to create a career in Facebook coaching, so I joined coaching at this institute. I learn many techniques from this institute. many thanks most Sreena miss for your effort.

Riya Sara Rejy

Kent Constructions

I am very relieved at the experience of learning at Nestsoft Technologies, which has helped me to bring my skills up and give me a better path, and I am very satisfied with the faculty that lead me to complete the course. Thanks to Nestoft Technologies for preparing me for the road to success.

Stephy

Dubai

I am happy with my decision to join Nesoft Technologies for my training. The environment there gave the impression of being in an IT company, not of a training institute. It is not possible to get a real administration knowledge from a training organization, but for this you need to address real issues and solve it in real time. Thank you all for your help .. !!!

Ajay Kumar KP

Jobsviewer.com kochi

Hi this is Muhammad. the faculties at Nestsoft is incredibly co-operative, They were responding to doubts terribly} very effective way. i am happy with the trainers and with their training. In future, i'll proudly suggest my friends. I thank trainers for providing me the best coaching in Asp.net.

Muhammad

maharintravels.com

It was an honour obtaining trained from Jilo sir the entire session on digital promoting /SEO was nice. I feel there is not any other SEO coaching institute /software development firm in Kochi like Nestsoft. many thanks team Nestsoft.

Sreena S Pilai

Digital Moksha Cochin

Anees

Jobsviewer.com kochi

Archana Varma

TCS

I did my Php training at Nestoft Technology. For those who are not so strong in programming logic, Php developer is an ideal career choice. I trained at Nestoft Technologies, which offers a wealth of industry experience and confidence to freshers, and will also recommend it.

Aswani Mohan MS

Navigant BPM India Private Limited Trivandrum

Shibi

Jobsviewer.com kochi

The manner of their coaching is awesome. i'm totally happy with the coaching. I got a chance to create my career in graphics designing. My faculty has taught me very well.

Vivek Vijayan

Osool Media Co

It was a great experience to be with Nestsoft Technology. Training has greatly helped me improve my knowledge. Conducting mock interviews helps me cross my heart, which helps improve my confidence. Now I feel that being in the world of programming is professional.

Thara Mohan

Qubicle Kakkanad

I am very happy that I have chosen Nestsoft Technologies for my digital marketing training. The training is very good exposure for freshers to become skilled. The trainers are also well-experienced working professionals of Nestsoft Technologies, which is the highlight of the training.

Dhanya Shikha

Australia

Binto Babi

Infopark kochi

The confusion of most students completing engineering in IT is how to choose the right career. Nestsoft Technologies helped me identify the right career focus based on my true tastes and skills and I chose Seo / Digital Marketing. Training is good exposure for freshers to become experts. Thanks to Nestsoft Technologies and all its faculty.

Midhun

IPIX Solutions Pvt Calicut

Seo / Digital Marketing is an ideal platform for freshers with many jobs. So, I decided to study this and Nestoft Technology offered practical-based training on this SEO / Digital Marketing and Project Exposure. The training experience was very different and unique from any training organization. Thanks to Nestsoft Technology for all the support and concern.

Wilna Williams

Global Media Insight Kochi

I did my SEO / Digital Marketing training at Nestoft Technologies. I got an understanding of digital marketing, and it could be a good career for me to step into the IT industry. I know that it is not good for me to join any shopping complex training organization just to learn advanced technology, which is why I chose Nestsoft Technology. Thanks to Nestsoft Technology for all the support and concern.

Shola Krishna

Help me To Go To kochi

Great place to learn about upcoming technologies,I learned a lot about Seo / digital marketing from Nestsoft Technologies.

Harsha P

Plotmall Kochi

Hii.My self Siddiq P.A, I have done Seo/Digital Marketing Training in Nestsoft Technologies. it absolutely was an awesome expertise for me. because my trainer gave full support for me and that they gave the explanation for all my doubts patiently. i would like to thank my trainer and also thanks Nestsoft Technologies.

Siddiq P.A

keralatraveldiary.com

There are many institutes that are trained in Seo , but Nestsoft Technology is different as they and provide a professional environment. This experience enabled me to work at an experience level, get a position as a Seo and successfully launch my career.

Summayya KA

Nestsoft Technologies Ernakulam

I would like to thank the team of Nestsoft Technology, Cochin for all the great help and support you have given me, which helped me to get my job.

Baby Chinchu

Funriders Leisure & Amusement Pvt. Ltd. Ernakulam

Myself Chithra Soman, I studied web designing course at Nestsoft Technologies. I even have extremely appreciated their coaching ways, they follow the job oriented program. classes taken by industry experts have years of experience in real-time projects. They provided excellent placement support than different institutes. thanks for an incredible expertise.

Chithra Soman

UPC Tech Solutions, Dubai

Soniya Arun

Infopark kochi

This was a good start for the freshers to gain knowledge and start a career. The technical sections are run by experienced and dedicated trainers, which improves my logical level.

Ajay Babu

Sciwiz Technologies Kakkanad

I am very happy that I have chosen Nestsoft Technologies for my SEO/digital marketing training. It is a good experience to feel like being in an IT company while getting training. Thanks to Nestsoft Technologies and all its faculties for all the efforts.

Tinu Cyril

Applicom Dubai

Nestsoft technology helped me shape my career in digital marketing, and thanks to the highly qualified and friendly trainers, I must say this is the best digital marketing internship you can get on Cochin.

Farsina

Sacred Heart College Thevara

Shihaj CV

Jobsviewer.com kochi

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Data Science Training