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?

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

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

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

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Neethu Jose

Spatez Technology, Thrissur

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 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 .. !!!!

Sibin Kottackal

Technoibiz Kochi

I completed my PhP training under Jilo sir in Nestsoft Technologies. He is brilliant at the teaching level and he is a good motivational person. I finally got a good job, and I am completely grateful to that organization and Jilo sir. They also offer good placements.

Femi Jose

Nestsoft is one in all the best institute in cochin learned a lot regarding digital marketing that helps my career to grow. The faculty have deep knowledge and is also up to date with recent trends and thence satisfactorily explains all the doubts. i am personally happy and feel assured with the coaching. Thanks Nestsoft

Viveshna Senan

Dubai

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.

Prasanth

Jobsviewer.com kochi

I am very happy that I have chosen Nestsoft Technologies for my PHP 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.

Darsana Salam

Iwalkz Technologies

The experience of Nestsoft Technologies as an SEO / Digital Marketing intern was excellent. The faculty was a great help to us. They were highly qualified and specialized in subjects. Instead of focusing on placement assurance at training institutes, I advise you to focus on getting real-time experience and exposure when people plan for IT training .. Thank you for your help !!!!

Sajith

Calpine Technologies Kochi

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

Serah Benjamin

Chitra Shenoy Prabhu

Dubai

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

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 course you can get on Cochin.

Aju Jacob

Indira Gandhi Sciene and Technology Kothamangalam

I have done PHP training at Nestsoft Technologies, they have trained me very well and they provide me with many placement opportunities. Flexible timing is an added advantage. They cover the entire syllabus, such as CSS, JavaScript, HTML, MySQL, Dreamweaver and much more. Thanks to Nestsoft Technologies.

Meethu Abraham

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

Shibi

Jobsviewer.com kochi

I did my PHP training at Nestsoft Technologies. The best faculty and the most enjoyable factor you can achieve is the minute attention paid to each subject. Really worth the money and time spent. I will refer everyone to Nestsoft Technologies for excellence training.

Anju Mohan

ABOS Kaloor

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

Best training I have ever attended. I'd like to thank Nestsoft Technologies for helping me improve my technical knowledge.

Abimaleek Paul

Merit Classes Thrissur

Hi, this is Abdul Rashad, I did PHP course at Nestsoft Technologies. I learned heaps from my trainer also I impressed with their teaching. They take categories with their time period comes. thank you so much.

Abdul Rashad

Infobhan Systems, Qatar

Hi all! Myself Albert Einstein MX at the start my friend suggested me to join SEO at this coaching institute, The session covered all the job oriented topics in SEO, my trainer gave me more sensible data and he supported me in all the situation and now i'm working in reputed company in chennai thanks to my trainer and Nestsoft Technologies.

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ishvaradrishti.com

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Archana Varma

TCS

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Orracco Infotech Vennala

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Infopark kochi

Archana Aravind

Litebreeze

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Streamax Solution

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Shola Krishna

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Data Science Training