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 Dubai

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

  • 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 Dubai
Data Science Identify and collect data from data sources. You'll have a personal mentor who will keep track of your development. This finest Data Science course was built with the needs of businesses in mind when it comes to the field of Data Science. Experts provide immersive online instructor-led seminars. 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. Effectively analyze both organized and unstructured data Create strategies to address company issues. Create data strategies with the help of team members and leaders. 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. Cleaning and validating data to ensure that it is accurate and consistent.

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

Shaikh

Mobile: +91 89210 61945
Location: Maharashtra, Online (Dubai)
Qualification: Bachelor of computer science

Experience: I have experience as a freelancer base on python django and sql made for my local area Cloths shop for  more..

Jithin

Mobile: +91 91884 77559
Location: Kottayam , Online (Dubai)
Qualification: Btech

Experience: Python full stack developer Application for Python Django  more..

Anish

Mobile: +91 91884 77559
Location: Odisha, Online (Dubai)
Qualification: MCA

Experience: I have 2years of experience as frontend developer and I have skills like Javascript Vuejs Vuetify HTML5 CSS3 GIT Project  more..

Namrata

Mobile: +91 91884 77559
Location: Pune, Online (Dubai)
Qualification: BE

Experience: Core java manual testing Selenium webdriver Agile methodologies | Resume for   more..

Anjali

Mobile: +91 91884 77559
Location: Noida, Online (Dubai)
Qualification: B.tech

Experience: I have 6 months of experience about manual testing And gain certification of manual testing from Qspider | Resume for  more..

Bhargav

Mobile: +91 91884 77559
Location: Hyderabad , Online (Dubai)
Qualification: 10th

Experience: Seo and digital marketing smm smo and web design Facebook ads social media posting domain and hosting   more..

Akshay

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Dubai)
Qualification: MCA

Experience: My name is Akshay Kumar I am from Kashipur Uttarakhand I am currently persuing Master's in Computer Application at ABES  more..

Shruthi

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

Experience: TECHNICAL SKILLS Java Android Laravel Framework C C++ Data Structures Object-oriented programming Oracle SQL HTML CSS Bootstrap JavaScript PHP cybersecurity  more..

Shajith

Mobile: +91 91884 77559
Location: Kerala, Online (Dubai)
Qualification: B-Tech

Experience: Web App Pen testing Network Pen testing Android Pen testing Vulnerability Assessment OWASP Top 10 Knowledge Report Writing and Documentation  more..

Dhaval

Mobile: +91 89210 61945
Location: Gujarat, Online (Dubai)
Qualification: MCA

Experience: have extensive experience in web development specializing in front-end and Python Django development My skills include HTML CSS and JavaScript  more..

Malavika

Mobile: +91 9895490866
Location: Ernakulam , Online (Dubai)
Qualification: Mca

Experience: Software testing Mortgage Underwriting Application for Software Testing  more..

JAYASURYA

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

Experience: Python web development SQL Django Git &GitHub javascript html css  more..

Alby

Mobile: +91 8301010866
Location: Kottayam, Online (Dubai)
Qualification: Btech

Experience: Manual testing automation testingApplication for Software Testing  more..

shivangi

Mobile: +91 91884 77559
Location: Delhi, Online (Dubai)
Qualification: Graduation

Experience: I known after effect photoshop Illustrator coreldraw indesign software and I also known in web design like html css java  more..

Ashutosh

Mobile: +91 9895490866
Location: Chhattisgarh, Online (Dubai)
Qualification: 12th

Experience: hii i'm Ashutosh Deshmukh i'm a freelancer i have 2 year of experience in graphic design i can design logo  more..

Hiba

Mobile: +91 9895490866
Location: Kerala, Online (Dubai)
Qualification: bachlor

Experience: dart flutter firebase figma mentoring api rest api   more..

Muhammad

Mobile: +91 91884 77559
Location: Kerala, Online (Dubai)
Qualification: Diploma in Computer Engineering

Experience: Led a community of aspiring full-stack developers in a Telegram group providing technical guidance mentorship and fostering a supportive learning  more..

Bhargavi

Mobile: +91 91884 77559
Location: Telangana, Online (Dubai)
Qualification: Mtech

Experience: Name: Bhargavi Previous company: w3softech Manual testing: 1+ year Automation testing:1+ year Location: Hyderabad  more..

ANJANEYA

Mobile: +91 91884 77559
Location: Andhra Pradesh, Online (Dubai)
Qualification: Graduation in BTech

Experience: I have experience in software testing and data analytics in python in that course I completed my internship and projects  more..

Mohd

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Dubai)
Qualification: B tech

Experience: I have 2+ years of experience in python django Python Django DRF MySQL RestApi FastApi Html5 CSS3 React js  more..

Anitha

Mobile: +91 91884 77559
Location: Coimbatore, Online (Dubai)
Qualification: B.E

Experience: Am anitha from udumalpet currently am working in manual software testing little bit knowledge of source controller bit bucket and  more..

Priya

Mobile: +91 9895490866
Location: Tamil Nadu, Online (Dubai)
Qualification: Diploma

Experience: UX UI Design Prototyping Visual design Brochure design  more..

Samiksha

Mobile: +91 9895490866
Location: Maharashtra, Online (Dubai)
Qualification: BE

Experience: Test cases Manual testing Jira Regression testing Unit testing Functional Testing Scrum UAT UAC  more..

Abhinav

Mobile: +91 91884 77559
Location: Noida, Online (Dubai)
Qualification: Master of computer application

Experience: Manual testing Test cases POSTMAN SDLC SRS | Resume for   more..

AMALDEV

Mobile: +91 9895490866
Location: Kochi, Online (Dubai)
Qualification: B.tech (Electronics and communication engineering)

Experience: networking candidate processing good knowledge about computers and networking practices seeking a position as networking engineer in an established  more..

Tejas

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

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

shubha

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Dubai)
Qualification: M.Tech.

Experience: 3+ years of experience working as flutter developer |   more..

Bharath

Mobile: +91 91884 77559
Location: kerala, Online (Dubai)
Qualification: B.tech

Experience: skills-python programmingApplication for Python Django  more..

Mainak

Mobile: +91 91884 77559
Location: West Bengal, Online (Dubai)
Qualification: H.S. and also pursuing my graduation but can't complete because of an unexpected accident of my father

Experience: Hi myself Mainak Das from Kolkata Jadavpur I have learnt graphics and media design from an private institute I am  more..

Pratiksha

Mobile: +91 8301010866
Location: Karnataka, Online (Dubai)
Qualification: BE

Experience: Manual Testing of web applications using JIRA tool Selenium Automation Testing API Manual testing using Postman tool and Insomnia API  more..

Pallavi

Mobile: +91 8301010866
Location: Kolkata, Online (Dubai)
Qualification: B.Arch.

Experience: I am Pallavi Chhajer and I have been working in kolkata after completing my B Arch from Amity School of  more..

Vaibhav

Mobile: +91 91884 77559
Location: Jharkhand, Online (Dubai)
Qualification: Diploma

Experience: I have a great knowledge in the field of designing and developing both for designing I use Figma and Adobe  more..

Md

Mobile: +91 98474 90866
Location: Delhi, Online (Dubai)
Qualification: B.TECH

Experience: Core java Hibernate Spring Spring boot HTML CSS JavaScript GitHub Completed 4 Months Internship as a Java developer in Marc2  more..

sudha

Mobile: +91 8301010866
Location: Tamil Nadu, Online (Dubai)
Qualification: BCA

Experience: hi this is sudha i know and good knowledge in wordpress php seo google analytics google search console sem bootstrap  more..

Gaurav

Mobile: +91 98474 90866
Location: Uttar Pradesh, Online (Dubai)
Qualification: MCA

Experience: 7 yrs in IT networking |   more..

Ashwini

Mobile: +91 91884 77559
Location: Maharashtra, Online (Dubai)
Qualification: Be

Experience: Manual testing Automation testing (Selenium) Postman API regression testing Java Testing maven framework  more..

Jeyavidhya

Mobile: +91 9895490866
Location: Ramanathapuram, Online (Dubai)
Qualification: B.TECH

Experience: React js HTML CSS Javascript 3+ years of experience as developer and 5 yrs of experience in training  more..

Lilanjan

Mobile: +91 8301010866
Location: West Bengal, Online (Dubai)
Qualification: BCA

Experience: Linux Computer Networking python C++ |   more..

Gokulprasath

Mobile: +91 8301010866
Location: Pollachi, Online (Dubai)
Qualification: BE

Experience: Java development Communication leadership  more..

Soumya

Mobile: +91 91884 77559
Location: Kochi, Online (Dubai)
Qualification: Diploma in Computer Engineering

Experience: Worked as software developer trainee at Camerinfolks Pvt Ltd Cochin Application for Python Django  more..

Narendar

Mobile: +91 8301010866
Location: Mumbai, Online (Dubai)
Qualification: BSC IT

Experience: 2 years of experience in flutter application developement  more..

Themali

Mobile: +91 91884 77559
Location: Telangana, Online (Dubai)
Qualification: MBA

Experience: Good in Communication skills Analytical skills As I'm a fresher I have some basic knowledge in manual testing & Automation  more..

SANU

Mobile: +91 9895490866
Location: West Bengal, Online (Dubai)
Qualification: B.com(H)

Experience: am extremely excited about the opportunity to your mission of delivering outstanding web solutions I look forward to the possibility  more..

Muhammad

Mobile: +91 91884 77559
Location: Kerala, Online (Dubai)
Qualification: BTech

Experience: Completed 6 month internship in software testing field |   more..

Anurag

Mobile: +91 91884 77559
Location: Gujarat, Online (Dubai)
Qualification: B. Tech

Experience: Passionate Python developer with experience building web applications using React Completed several freelance projects including one using Python receiving 5-star  more..

Navya

Mobile: +91 98474 90866
Location: Kerala, Online (Dubai)
Qualification: MCA

Experience: Dear Hiring Manager I am submitting my resume for the position of Software Tester at your company With my strong  more..

Mansee

Mobile: +91 9446600368
Location: Madhya Pradesh, Online (Dubai)
Qualification: Master of science (computer science)

Experience: Software testing automation and manual testing c c++ Java programming |   more..

Shivani

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Dubai)
Qualification: B.tech

Experience: Python HTML C programming  more..

PRATIMA

Mobile: +91 9895490866
Location: Ranaghat West Bengal, Online (Dubai)
Qualification: Graduation

Experience: Total experience 3 years 9 months And my skills html css bootstrap tailwind meterial UI scss less javascript photoshop react  more..

Arya

Mobile: +91 98474 90866
Location: Maharashtra, Online (Dubai)
Qualification: B. E

Experience: Testrail Clickup Bizconnect Jira Java Selenium Postman API testing Websocket Testing Android studio  more..

Supriya

Mobile: +91 98474 90866
Location: Maharashtra, Online (Dubai)
Qualification: B.E computer

Experience: Automation software testing course with 6 months of internship project based selenium java MySQL c c++ html soupui testng maven  more..

Devitha

Mobile: +91 91884 77559
Location: Trivandrum, Online (Dubai)
Qualification: Mtech

Experience: My self Devitha PS from Tvm I had completed my mtech in vlsi and Embedded system I had one year  more..

Arunpradeep

Mobile: +91 9895490866
Location: Tamil Nadu, Online (Dubai)
Qualification: Bsc,mba

Experience: Hi I am arun I have 2 year of experience in React Native and Flutter also working on React during  more..

Riturani

Mobile: +91 8301010866
Location: Manipur, Online (Dubai)
Qualification: Masters of Visual Arts

Experience: Hi My name is Riturani Elangbam and i have done my Masters in Visual Arts from Assam Central University I  more..

Namitha

Mobile: +91 89210 61945
Location: Karnataka, Online (Dubai)
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..

Swapnil

Mobile: +91 9895490866
Location: Maharashtra, Online (Dubai)
Qualification: MBA Information Technology

Experience: Manual Automation Testing product Testing Membership Testing funnel testing  more..

Partp

Mobile: +91 9895490866
Location: Uttarakhand, Online (Dubai)
Qualification: MCA

Experience: Software testing jira automation  more..

Fiza

Mobile: +91 9446600368
Location: Jammu and Kashmir, Online (Dubai)
Qualification: B.tech in cse

Experience: Primary skills :C programming python css javascript html Secondary skills: data analysis data science cyber security foundation |   more..

Bidyut

Mobile: +91 9895490866
Location: Assam, Online (Dubai)
Qualification: MA pass

Experience: I am an experienced graphic designer with a strong background in using industry-leading software like Adobe Photoshop Illustrator and InDesign  more..

Kethseeyal

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Dubai)
Qualification: B.SC CHEMISTRY,MCA MASTER OF COMPUTER APPLICATIONS

Experience: Good knowledge of programming concepts  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 dubai
Internship/projects in dubai
Internship/projects in dubai
Internship/projects in dubai
Internship/projects in dubai
Internship/projects in dubai
Internship/projects in dubai
Internship/projects in dubai
Internship/projects in dubai
Internship/projects in dubai
Internship/projects in dubai
Internship/projects in dubai

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer