Data Science Training by Experts

;

Our Training Process

Data Science - Syllabus, Fees & Duration

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.

Download Syllabus - Data Science
This syllabus is not final and can be customized as per needs/updates
 
10000+
20+
50+
25+

Data Science Jobs in Dublin

Enjoy the demand

Find jobs related to Data Science in search engines (Google, Bing, Yahoo) and recruitment websites (monsterindia, placementindia, naukri, jobsNEAR.in, indeed.co.in, shine.com etc.) based in Dublin, chennai and europe countries. You can find many jobs for freshers related to the job positions in Dublin.

  • Data Scientist
  • Data Analyst
  • Data Engineer
  • Data Storyteller
  • Machine Learning Scientist
  • Machine Learning Engineer
  • Business Intelligence Developer
  • Database Administrator
  • ML Engineer
  • Computer Vision Engineer

Data Science Internship/Course Details

Data Science internship jobs in Dublin
Data Science The top Data Science course online for professionals who wish to expand their knowledge base and start a career in this industry is NESTSOFT in Dublin. A Data Scientist is a highly skilled someone with advanced mathematical, statistical, scientific, analytical, and technical abilities who can prepare, clean, and validate organized and unstructured data for industries to utilize in making better decisions. . This finest Data Science course was built with the needs of businesses in mind when it comes to the field of Data Science. Identify and collect data from data sources. There are numerous reasons why you should take this course. Create data strategies with the help of team members and leaders. You may learn all of the skills and talents required to become a data scientist by enrolling in the top data science online courses in Dublin. Cleaning and validating data to ensure that it is accurate and consistent. To find trends and patterns, use algorithms and modules.

Meet a Few of our Industry Experts 🚀 Your Pathway to IT Career

fahmin

Mobile: +91 98474 90866
Location: Kerala, Online (Dublin)
Qualification: B ed English

Experience: I have strong communication skills problem I excel in fostering a dynamic and inclusive learning environment where every student feels  more..

Dibyendu

Mobile: +91 91884 77559
Location: West Bengal, Online (Dublin)
Qualification: 12th pass

Experience: Working 1 year experience in wordpress site: I have one year of hands-on experience in developing and managing WordPress websites  more..

apurwa

Mobile: +91 9895490866
Location: Maharashtra, Online (Dublin)
Qualification: B. E

Experience: Java core java manual testing automation testing api testing data base |   more..

Ranjith

Mobile: +91 98474 90866
Location: Tamil Nadu, Online (Dublin)
Qualification: Diploma mechanical engineering

Experience: Flutter developer sql manual testing linux RHCSA  more..

Anchal

Mobile: +91 89210 61945
Location: Rewa Madhya Pradesh, Online (Dublin)
Qualification: BTech

Experience: I have good knowledge python html css c c++ and I have experience one month intershipApplication for Python Django  more..

Jagriti

Mobile: +91 89210 61945
Location: Haryana, Online (Dublin)
Qualification: B.tech

Experience: My name is Jagriti Mishra I have 1 year experience in software Testing profile My responsibility is to understand SRS  more..

Riyaz

Mobile: +91 8301010866
Location: Kerala, Online (Dublin)
Qualification: BTECH electrical

Experience: Last year i worked as Robotics trainer\ instructor in high school level That made a well organised professional with a  more..

Mamta

Mobile: +91 98474 90866
Location: Telangana, Online (Dublin)
Qualification: Graduate , ITI civil draftsman

Experience: 14 years total experience 11 years only Auto Cad design 1 year sketch up 3d designer 2 years interior Designer  more..

Ashwini

Mobile: +91 89210 61945
Location: Maharashtra, Online (Dublin)
Qualification: BE

Experience: Manual testing Selenium SQL Jmeter |   more..

Sristi

Mobile: +91 9895490866
Location: Bihar, Online (Dublin)
Qualification: BTech

Experience: Aws developer associate docker kubernetes Linux command line   more..

Pratik

Mobile: +91 91884 77559
Location: Pune, Online (Dublin)
Qualification: B.E.

Experience: Manual Tester 1 year Experience Expert in testing methodology Ready to join immediatelyApplication for Software Testing  more..

Nabila

Mobile: +91 89210 61945
Location: Kerala, Online (Dublin)
Qualification: Diploma in Computer Engineering

Experience: Hi I have 11 years of experience as a Computer Instructor in an Engineering College I have experience in programming  more..

Sonali

Mobile: +91 9446600368
Location: Delhi, Online (Dublin)
Qualification: Post graduated - MBA

Experience: Experienced manual tester having 1 year and 7months of experience in Information technology and service industry I have experience in  more..

Annamma

Mobile: +91 91884 77559
Location: Kerala, Online (Dublin)
Qualification: BCA

Experience: Knowledge of java Knowledge of python  more..

harsha

Mobile: +91 9446600368
Location: Jharkhand, Online (Dublin)
Qualification: mca

Experience: full stack developer c++ c python  more..

Vrushali

Mobile: +91 9895490866
Location: Maharashtra, Online (Dublin)
Qualification: Master in Engineering

Experience: SAP MM S4HANA C C++ and Java language python programming Now taking classes also for School students   more..

Akshara

Mobile: +91 91884 77559
Location: Kerala, Online (Dublin)
Qualification: Diploma in information technology and cyber defence

Experience: Web application penetration tester One year experience in penetration testing  more..

anjaly

Mobile: +91 8301010866
Location: kochi, Online (Dublin)
Qualification: bca

Experience: I have 1yr experience in web development | Application for UI UX Designer  more..

sameera

Mobile: +91 91884 77559
Location: Kerala, Online (Dublin)
Qualification: btech

Experience: android flutter java dart firebase  more..

MohanGaneshMunagala

Mobile: +91 89210 61945
Location: Bangalore, Online (Dublin)
Qualification: Bachelors of computer applications

Experience: Manual testing API Testing database testing automation testing | Resume for   more..

Guramrit

Mobile: +91 89210 61945
Location: Ghaziabad, Online (Dublin)
Qualification: Bachelors of technology

Experience: My skill include : Django Django rest framwork Django channels javascript python HTML and CSS My Experience: position : Backend  more..

D

Mobile: +91 9446600368
Location: Tamil Nadu, Online (Dublin)
Qualification: Bca

Experience: Manual and automation testing I have complete four month internship in testing x media solutions ambattur |   more..

Shirisha

Mobile: +91 91884 77559
Location: Hyderabad, Online (Dublin)
Qualification: Bsc computer science

Experience: I have 2 years of experience in manual testing and knowledge on SQL queries and for test management tool we  more..

Janani

Mobile: +91 89210 61945
Location: Chennai, Online (Dublin)
Qualification: B.E Computer Science

Experience: Manual and automation testing BDD Github | Resume for   more..

ANKUR

Mobile: +91 91884 77559
Location: Madhya Pradesh, Online (Dublin)
Qualification: B.tech(MECHANICAL ENGINEERING)

Experience: ANKUR DAHERIYA BHOPAL MP ankurdahe@gmail com 7049327279 Dear sir mam I have pursued my Bachelor's degree in Mechanical Engineering from  more..

Vaibhav

Mobile: +91 98474 90866
Location: Uttar Pradesh, Online (Dublin)
Qualification: B.Tech Comluter Science

Experience: Full stack developer For web Development i use MERN stack and for mobile app development i use Flutter  more..

Salman

Mobile: +91 89210 61945
Location: Uttar Pradesh, Online (Dublin)
Qualification: M.Phil.

Experience: As an ICSE teacher I bring a wealth of skill and experience to the classroom With a solid educational background  more..

Archana

Mobile: +91 98474 90866
Location: Telangana, Online (Dublin)
Qualification: degree

Experience: Manual testing Automation testing Selenium JIRA Agile TestNG Maven SDLC STLC Bug life cycle Black box testing  more..

Suman

Mobile: +91 8301010866
Location: odisha, Online (Dublin)
Qualification: btech

Experience: python angular django flask mysql html css bootstarp postman gitApplication for Python Django  more..

Naveed

Mobile: +91 91884 77559
Location: Jammu and Kashmir, Online (Dublin)
Qualification: 12th

Experience: Skills : Html css php WordPress JS web development etc |   more..

subhajit

Mobile: +91 9446600368
Location: West Bengal, Online (Dublin)
Qualification: Btech

Experience: Manual testing Automation testing API testing  more..

Parminder

Mobile: +91 91884 77559
Location: Delhi, Online (Dublin)
Qualification: B.Arch

Experience: I am an architect with over 6 years of experience in designing both residential and commercial projects Skilled in AutoCAD  more..

uma

Mobile: +91 9895490866
Location: Telangana, Online (Dublin)
Qualification: btech,CSE

Experience: Technical Skills: • Data Analysis • Understanding of Algorithms and Data Structures • Technical Writing • Project Management Tools •  more..

Moha

Mobile: +91 98474 90866
Location: Bihar, Online (Dublin)
Qualification: MBA

Experience: Technical Writer IDS Infotech Worked as a Technical Writer for American client 3E and got appreciated for my work Creating  more..

Kartik

Mobile: +91 89210 61945
Location: Chandigarh, Online (Dublin)
Qualification: Bechlors of engineering CSE

Experience: I am working as a junior python developer at Sparkbrains pvt ltd I develop backend using django framework i have  more..

Dhananjay

Mobile: +91 98474 90866
Location: Bangalore, Online (Dublin)
Qualification: Btech

Experience: Working as a Frontend Developer I am looking for an exciting challenge I think my experience and skills in JavaScript  more..

Aakarshit

Mobile: +91 98474 90866
Location: Jammu and Kashmir, Online (Dublin)
Qualification: B.Tech

Experience: 1 Experience of 17+ months as an automation engineer in Cognizant Technology Solutions 2 Skills - Java Selenium TestNG Manual  more..

Godwin

Mobile: +91 9446600368
Location: Tamil Nadu, Online (Dublin)
Qualification: B'Tech' Mechanical engineering

Experience: I am writing to express my interest in the Selenium Automation Testing Engineer position at your esteemed company as advertised  more..

Himani

Mobile: +91 9446600368
Location: Maharashtra, Online (Dublin)
Qualification: Applied arts in diploma

Experience: I am Ms Himani Telang Final year student at L S Raheja School of Art Specializing in branding digital illustrations  more..

Singh

Mobile: +91 9895490866
Location: Surat, Online (Dublin)
Qualification: Bca

Experience: Html css javascript python programming advance python programming and basic knowledge of django Application for Python Django  more..

Betzy

Mobile: +91 89210 61945
Location: Kerala, Online (Dublin)
Qualification: M.Tech

Experience: Greetings of the Day!! I am a professional Assistant Professor with an experience of more than 15 years with 10  more..

Kb

Mobile: +91 8301010866
Location: Tamil Nadu, Online (Dublin)
Qualification: Dfa

Experience: Know very well Adobe Illustrator Adobe Photoshop Adobe indesign Skills: poster design Logo design Layout Graphic in Adobe Illustrator page  more..

CHIPPY

Mobile: +91 89210 61945
Location: Kerala, Online (Dublin)
Qualification: BSc BEd

Experience: Curriculum development and lesson planningClassroom management and disciplineDifferentiated instruction to accommodate various learning stylesUtilization of technology in teaching (e g  more..

Supriya

Mobile: +91 9895490866
Location: Karnataka, Online (Dublin)
Qualification: BE

Experience: Iam good at python and django flask frame work i make some projects using that technologies  more..

ashi

Mobile: +91 89210 61945
Location: Delhi, Online (Dublin)
Qualification: Ph.D

Experience: PhD scholar from Jamia Millia Islamia with extensive research experience collaborating with SCERT and the District Institute of Education Proven  more..

Prateek

Mobile: +91 8301010866
Location: Uttarakhand, Online (Dublin)
Qualification: Btech IT

Experience: Web development Python and 2 yr experience   more..

Ponmudi

Mobile: +91 8301010866
Location: Tamil Nadu, Online (Dublin)
Qualification: Graduate

Experience: I am flutter developer with 2 years of an experience I am good in flutter framework dart language UI designing  more..

Nikhil

Mobile: +91 91884 77559
Location: Maharashtra, Online (Dublin)
Qualification: Diploma in mechanical engineering and Ethical hacking Course

Experience: Virtualization- Hyper V ( On- Premises ) Monitoring Tool- Manage Engine Servers Installation- All server Windows And Linux DLP Monitoring  more..

Pilli

Mobile: +91 9895490866
Location: Andhra Pradesh, Online (Dublin)
Qualification: Bachelor of commerce

Experience: I am a bcom graduate in accounting specialization And I have an experience of 3 years in accounting and commerce  more..

SOURAV

Mobile: +91 98474 90866
Location: Jharkhand, Online (Dublin)
Qualification: B.TECH

Experience: I have an experience of over 3 years in software testing both in manual as well as automation having Java  more..

Namitha

Mobile: +91 91884 77559
Location: Karnataka, Online (Dublin)
Qualification: MSC Mathematics

Experience: Greetings! I'm Namitha a passionate and dedicated Postgraduate Mathematics Teacher with a strong commitment to shaping young minds and empowering  more..

VIJAYKUMAR

Mobile: +91 9895490866
Location: Karnataka, Online (Dublin)
Qualification: BE

Experience: Technical Skills: - Python - Django - JavaScript - PostgreSQL - HTML5 - CSS3 - Blue Prism Experience: I have  more..

Nithin

Mobile: +91 89210 61945
Location: Kerala, Online (Dublin)
Qualification: B.E in Computer Science And Engineering

Experience: Skilled Flutter developer with nearly 3 years of experience in building and deploying cross-platform mobile applications Proficient in state management  more..

shiva

Mobile: +91 9446600368
Location: Telangana, Online (Dublin)
Qualification: BTech

Experience: Manual and automation testing |   more..

Debashish

Mobile: +91 9446600368
Location: Odisha, Online (Dublin)
Qualification: Master's

Experience: Python Django php javascript  more..

Mahesh

Mobile: +91 89210 61945
Location: Maharashtra, Online (Dublin)
Qualification: ME

Experience: Seeking a challenging & rewarding career in software development with a professional & dynamic organization To work in an intellectual  more..

Shahrukh

Mobile: +91 8301010866
Location: Delhi, Online (Dublin)
Qualification: MCA

Experience: I have 3 year and 10 month experience in flutter  more..

ANU

Mobile: +91 9895490866
Location: Tamil Nadu, Online (Dublin)
Qualification: MCA

Experience: I am eager to leverage my skills and experience to contribute positively to your team as a python developer  more..

Jenish

Mobile: +91 89210 61945
Location: surat, Online (Dublin)
Qualification: it diploma

Experience: senior flutter developer | Resume for   more..

Anjana

Mobile: +91 91884 77559
Location: Indore, Online (Dublin)
Qualification: B.E.

Experience: I have 1 5 years of experience in manual testing and 6 months in automation testing using selenium with Java  more..

Success Stories

The enviable salary packages and track record of our previous students are the proof of our excellence. Please go through our students' reviews about our training methods and faculty and compare it to the recorded video classes that most of the other institutes offer. See for yourself how TechnoMaster is truly unique.

Photos of Training / Internships

Internship/projects in dublin
Internship/projects in dublin
Internship/projects in dublin
Internship/projects in dublin
Internship/projects in dublin
Internship/projects in dublin
Internship/projects in dublin
Internship/projects in dublin
Internship/projects in dublin
Internship/projects in dublin
Internship/projects in dublin
Internship/projects in dublin

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer