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 Ireland

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 Ireland, chennai and europe countries. You can find many jobs for freshers related to the job positions in Ireland.

  • 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 Ireland
Data Science Experts provide immersive online instructor-led seminars. Create data strategies with the help of team members and leaders. Identify and collect data from data sources. Today's Data Scientists must possess a wide range of abilities, including the ability to work with large amounts of data, parse that data, and translate it into an easily comprehensible format from which business insights may be drawn. 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 Ireland. You'll have a personal mentor who will keep track of your development. A data scientist is a person who uses a variety of procedures, methods, systems, and algorithms to analyze data to provide actionable insights. The Data Science Process, Communicating with Stakeholders, Software Engineering Practices, Object-Oriented Programming, Web Development, ETL Pipelines, Natural Language Processing, Machine Learning Pipelines, Experiment Design, Statistical Concerns of Experimentation, A/B Testing, and Introduction to Recommendation Engines are some of the topics covered in. 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. Data Science provides a diverse set of tools for analyzing data from a range of sources, including financial records, multimedia files, marketing forms, sensors, and text files.

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

Jyoti

Mobile: +91 9446600368
Location: Odisha, Online (Ireland)
Qualification: MCA

Experience: As a Python developer fresher I have a strong foundation in Python including knowledge of core libraries like NumPy and  more..

CK

Mobile: +91 89210 61945
Location: Hyderabad, Online (Ireland)
Qualification: BTECH

Experience: I am a Python Full Stack Developer with hands-on experience in Django framework My skills include both front-end and back-end  more..

Meenakshi

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (Ireland)
Qualification: M.A.,B.Ed in Tamil

Experience: Proficient in delivering effective lessons across various subjects and grade levels Experienced in managing diverse student populations catering to individual  more..

Keerthana

Mobile: +91 9446600368
Location: Coimbatore, Online (Ireland)
Qualification: BE.CSE

Experience: Good skills in Manual testing SDLC and STLC Communication skillsApplication for Software Testing  more..

Yash

Mobile: +91 8301010866
Location: Maharashtra, Online (Ireland)
Qualification: Diploma in civil

Experience: Proficient in AutoCAD with extensive experience in civil site design and drafting Demonstrated expertise in creating detailed drawings blueprints and  more..

Rishita

Mobile: +91 89210 61945
Location: West Bengal, Online (Ireland)
Qualification: BCA

Experience: Php laravel python html css bootstrap  more..

Achal

Mobile: +91 91884 77559
Location: Maharashtra, Online (Ireland)
Qualification: Mtech

Experience: I have six months of experience as a Salesforce developer intern during which I gained practical knowledge in Salesforce developement  more..

Archana

Mobile: +91 89210 61945
Location: Bengaluru, Online (Ireland)
Qualification: Msc bioinformatics

Experience: I have 2 years of experience in python Web development and skilled in HTML CSS Ajax query mysql postgresql Mongodb  more..

Krishnaprabha

Mobile: +91 91884 77559
Location: Kodungallur, Online (Ireland)
Qualification: Computer engineering diploma

Experience: I have completed course in full stack development in MEAN stack from ICT Academy of Kerala I am familiarized with  more..

Shalu

Mobile: +91 8301010866
Location: Punjab, Online (Ireland)
Qualification: M.A.(Hindi)B.Ed,DTP(Computer)

Experience: Power Point Presentation MS Office News Making Curriculum developer lesson Plan Video Making Story developer Hindi HOD I have an  more..

Archana

Mobile: +91 98474 90866
Location: Tamil Nadu, Online (Ireland)
Qualification: BE CIVIL ENGINEERING

Experience: Skills Scottsdale AutoCAD proficiency Bluebeam Sketch Up 3D Rendering Lumion ETABS Staad Pro MS Office Work Experience: BluestarSteelFrames Modelling analysis  more..

Shambhu

Mobile: +91 9895490866
Location: Sasaram, Online (Ireland)
Qualification: 10th pass

Experience: I do logo design and poster design and video design and all canva design Experience  more..

ATHUL

Mobile: +91 9446600368
Location: Thrissur , Online (Ireland)
Qualification: Bsc electronics

Experience: Software Testing: Manual testing and Automation testing ❖ Knowledge of test management tools ❖ Defect tracking tool abilities ❖  more..

Neetu

Mobile: +91 98474 90866
Location: Maharashtra, Online (Ireland)
Qualification: Masters

Experience: 9 plus years of experience as in Ielts mentor plus spoken english and personally development online and offline both comfortable  more..

Aarthi

Mobile: +91 9895490866
Location: Tamil Nadu, Online (Ireland)
Qualification: B.E - Computer Science Engineering

Experience: I'm fresher Intermediate in C java and beginner in python  more..

Swati

Mobile: +91 91884 77559
Location: Maharashtra, Online (Ireland)
Qualification: Bsc IT

Experience: Manual Testing functional testing regression testing Jira HpAlm Sql |   more..

Sofia

Mobile: +91 8301010866
Location: Haryana, Online (Ireland)
Qualification: BTech

Experience: Experience: I have experience of working as a BackEnd Developer I am currently focusing on Python and Django I have  more..

Didymose

Mobile: +91 9446600368
Location: Kerala, Online (Ireland)
Qualification: M.Tech

Experience: Hai Sir I Didymose Poovathumkal a Mechanical Engineer specializing in Production and Industrial Engineering am based in Vadavucode near Puthencruze  more..

Krushna

Mobile: +91 8301010866
Location: Nagpur, Online (Ireland)
Qualification: BCA

Experience: Wordpress Html Css and Javascript I Have 1 year experience in wordpress development   more..

Rahul

Mobile: +91 91884 77559
Location: Kerala, Online (Ireland)
Qualification: B.tech Graduate

Experience: I have completed 6 months training at Obsqura Zone Tvm on Manual Testing and Selenium Automation testing Skills: Basic Java  more..

Kokila

Mobile: +91 8301010866
Location: Tamil Nadu, Online (Ireland)
Qualification: MBA

Experience: I have experience in SEO and in HR Recuteir I worked as junior seo for 9 months and 10 months  more..

Zehran

Mobile: +91 98474 90866
Location: Srinagar, Online (Ireland)
Qualification: Studying in 10 class

Experience: I have a knowledge of ethical hacking and I have also done my computer course in ms office  more..

Divyanshi

Mobile: +91 9895490866
Location: Maharashtra, Online (Ireland)
Qualification: undergraduate, B.Architecture

Experience: Graphic designer with experience in logo design and visual branding Skilled in Adobe Photoshop and Illustrator focusing on clean modern  more..

Abirami

Mobile: +91 9446600368
Location: Kerala, Online (Ireland)
Qualification: bcom

Experience: I have [5 years 9months] of experience in software testing during which I have honed my skills in test case  more..

Yadhukrishnan

Mobile: +91 98474 90866
Location: Kerala, Online (Ireland)
Qualification: Diploma in computer hardware

Experience: A dedicated Flutter developer eager to embark on my journey in the world of app development I bring enthusiasm a  more..

Ashish

Mobile: +91 91884 77559
Location: Madhya Pradesh, Online (Ireland)
Qualification: MSC-IT

Experience: 1 year continuous experience of ITSAR standard IOT & network penetration testing Web penetration testing security development   more..

Muskan

Mobile: +91 98474 90866
Location: Haryana, Online (Ireland)
Qualification: Btech

Experience: Manual testing Core Java Sql I had done 6 months training as a software tester from solitaire Infosys |   more..

Chhayaka

Mobile: +91 91884 77559
Location: Gujarat, Online (Ireland)
Qualification: Mca

Experience: Cpp c asp java and python  more..

Harshal

Mobile: +91 98474 90866
Location: Maharashtra, Online (Ireland)
Qualification: BE IT

Experience: Java SQL spring springboot angular react Js  more..

Muthumula

Mobile: +91 9895490866
Location: Tamil Nadu, Online (Ireland)
Qualification: Engineering

Experience: Pega -Certified system architect Web development DBMS  more..

MADHUMITHA.

Mobile: +91 9895490866
Location: Coimbatore, Online (Ireland)
Qualification: Sociology Bachelors

Experience: I have solid 2 5 years experience in the field of business development in which apart from my 2 yrs  more..

M

Mobile: +91 9895490866
Location: Tamil Nadu, Online (Ireland)
Qualification: Mca

Experience: C C++ HTML and CSS SQL oracle python |   more..

Amaan

Mobile: +91 8301010866
Location: Gujarat, Online (Ireland)
Qualification: BCA

Experience: Programming Skills :- Python Django HTML CSS Bootstrap MySQL IT Skills :- Python Programming Web Development Soft Skills :- Problem-solving  more..

THANGAMANI

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Ireland)
Qualification: Bachelor of Engineering

Experience: Manual and automation testing and gathering requirements with implementation team to develop STLC   more..

Praveen

Mobile: +91 9446600368
Location: Tamil Nadu, Online (Ireland)
Qualification: MCA

Experience: Flutter Developer with 4 years of experience in building a scalable mobile application across various platforms like E-commerce HRMS Job  more..

Lokesh

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (Ireland)
Qualification: B.e

Experience: Having 1 7 years of experience in software testing and have exp and knowledge of mobile web application  more..

Arathi

Mobile: +91 98474 90866
Location: Kerala, Online (Ireland)
Qualification: BCA

Experience: Am a fresher as software testing engineer I have 4 years experience in mis co-ordinator cum it trainer i have  more..

Ruturaj

Mobile: +91 91884 77559
Location: Maharashtra, Online (Ireland)
Qualification: MCA

Experience: I am a full stack developer and python django developer Html css javascript bootstrap python MySQL django  more..

Aditi

Mobile: +91 98474 90866
Location: Gujarat, Online (Ireland)
Qualification: BE

Experience: Python java html css javascript SQL I have a experience in intership for software development and testing |   more..

Gurpreet

Mobile: +91 98474 90866
Location: Punjab, Online (Ireland)
Qualification: b.tech(cse)

Experience: flutter dart android kotlin java  more..

Priyanka

Mobile: +91 91884 77559
Location: Maharashtra, Online (Ireland)
Qualification: MSC ,CDAC pg diploma

Experience: I have completed a CDAC course in Cyber Security and & Forensics from CDAC Thiruvananthapuram The course was purely hands-on  more..

Pankaj

Mobile: +91 89210 61945
Location: Patna, Online (Ireland)
Qualification: Diploma in civil engineering

Experience: Cad technician last 3 years professional in highway building All types of drawing draft and design   more..

Akhila

Mobile: +91 8301010866
Location: Alappuzha , Online (Ireland)
Qualification: Btech

Experience: Redhat based linux script Routing and Switching Ipv4 and ipv6 Ospf networking Application for System Administration  more..

Dharshini

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (Ireland)
Qualification: B.E CSE

Experience: I am confident that my dedication to continuous learning coupled with my technical expertise aligns well with the innovative and  more..

Krithikaini

Mobile: +91 9446600368
Location: Tamil Nadu, Online (Ireland)
Qualification: B.E

Experience: 🔍 Software Development Engineer in Test II | Continuous Learner As a dedicated Testing Engineer I bring a meticulous approach  more..

prathyusha.k

Mobile: +91 91884 77559
Location: Kerala, Online (Ireland)
Qualification: MCA

Experience: I have more than one year experience as a software developer(PHP) in a reputed erp company based on Qatar From  more..

Devendra

Mobile: +91 98474 90866
Location: Madhya Pradesh, Online (Ireland)
Qualification: Bsc cs

Experience: I am currently doing Bsc (CS)from Christian element college DAVV University Indore I have passion for becoming a software engineer  more..

Rucha

Mobile: +91 91884 77559
Location: Maharashtra, Online (Ireland)
Qualification: Post graduation

Experience: Software testing Black Box testing Regression testing Smoke testing Functional testing JIRA tool test case design test case execution bug  more..

Tejas

Mobile: +91 9895490866
Location: Karnataka, Online (Ireland)
Qualification: MECHANICAL Engineer

Experience: Software tester manual testing sql core java Selenium  more..

Ashmi.c

Mobile: +91 8301010866
Location: Thuckalay-629175, Online (Ireland)
Qualification: BE

Experience: Having good knowledge in python database data science machine learning and deep learning Having 6 months experience as a python  more..

Dr

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Ireland)
Qualification: BHMS, M.D

Experience: Dear Hiring Committee I am writing to express my sincere interest to serve as a Teacher of Biology at your  more..

Patel

Mobile: +91 98474 90866
Location: Gujarat, Online (Ireland)
Qualification: B.E

Experience: 1 5 year Flutter developer  more..

Arya

Mobile: +91 91884 77559
Location: Kochi, Online (Ireland)
Qualification: BCA

Experience: Python Django developer with 1 year and 7 months of experience Application for Python Django  more..

Neha

Mobile: +91 89210 61945
Location: Punjab, Online (Ireland)
Qualification: Graduation

Experience: I have skills ms excel power bi python sql and many more  more..

Aisha

Mobile: +91 9895490866
Location: Maharashtra, Online (Ireland)
Qualification: Bachelor of science in Information Technology

Experience: I wanted to work as a web developer and gain experience in this field   more..

Aadil

Mobile: +91 89210 61945
Location: Madhya Pradesh, Online (Ireland)
Qualification: Digree

Experience: IT executive and networking system Administrator or basic linex knowledge ADDS knowledge etc  more..

Saravanan

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Ireland)
Qualification: B.E mech

Experience: Skills: Flutter & Dart programming Cross-platform mobile app development UI UX design State management using Provider API integration Problem-solving in  more..

HUSNARA

Mobile: +91 89210 61945
Location: Uttar Pradesh, Online (Ireland)
Qualification: Betech in computer sc6

Experience: Dear [Hiring Manager's ] I am Husnara Siddique a skilled UI Developer with a strong foundation in web development Proficient  more..

Ankita

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

Experience: I have 4 1 years of experience as a WordPress Developer Developed 50-60 sites from scratch Having knowledge of HTML  more..

Himanshu

Mobile: +91 91884 77559
Location: Delhi, Online (Ireland)
Qualification: Graduate

Experience: 1 year experience in video editing and 1 year of making posters photoshop and canva design   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 ireland
Internship/projects in ireland
Internship/projects in ireland
Internship/projects in ireland
Internship/projects in ireland
Internship/projects in ireland
Internship/projects in ireland
Internship/projects in ireland
Internship/projects in ireland
Internship/projects in ireland
Internship/projects in ireland
Internship/projects in ireland

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer