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 Effectively analyze both organized and unstructured data Create strategies to address company issues. Create data strategies with the help of team members and leaders. 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. Identify and collect data from data sources. To succeed as a data scientist, you must, nevertheless, make a particular effort to apply soft skills. Cleaning and validating data to ensure that it is accurate and consistent. A data scientist is a person who uses a variety of procedures, methods, systems, and algorithms to analyze data to provide actionable insights. 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. 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. You'll have a personal mentor who will keep track of your development.

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

Nitha

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Dubai)
Qualification: Currently Pursuing my B.tech(2yr))

Experience: I have already done my 1st internship in a company called Fraction IT as a web developer and i have  more..

Raj

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

Experience: Skills I have like web development and also have good communication skills by which I am able to connect with  more..

Abhay

Mobile: +91 91884 77559
Location: Shahajahanpur, Online (Dubai)
Qualification: three year diploma in computer science and engineering

Experience: I have one year of experience as a software developer My skills are in Python Django Django rest framework PHP  more..

Gopal

Mobile: +91 9446600368
Location: Maharashtra, Online (Dubai)
Qualification: BE

Experience: ChatGPT 3 5 User Mr Gopal Hiraman Sawake Mail id :- gopalsawake1999@gmail com Contact No :-9325388271 CAREER OBJECTIVE To succeed  more..

Deepthimol

Mobile: +91 89210 61945
Location: Kerala, Online (Dubai)
Qualification: B Tech

Experience: 1 Year Core PHP 6 month internship in WordPress PHP : 1 Year CodeIgniter Software Development : 1 Year currently  more..

Dipak

Mobile: +91 8301010866
Location: Maharashtra, Online (Dubai)
Qualification: B.Tech

Experience:  Performed different types of testing like Functional testing Regression Testing and Re-Testing  Clear Idea about Software Development Life  more..

Insiya

Mobile: +91 91884 77559
Location: Mumbai, Online (Dubai)
Qualification: Bachelor in computer science

Experience: I am fresher In my due course I have completed various courses like java ethical hacking cloud computing As I  more..

Hafna

Mobile: +91 8301010866
Location: Kerala, Online (Dubai)
Qualification: Bachelor of computer application

Experience: I have completed internship program in python django Skils are python django html css javascript bootstrap mysql  more..

Lokith

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

Experience: Experienced tech based candidate apply for this intresting role and the experience are as a invoice manager cybersecurity analyst and  more..

Rajashekar

Mobile: +91 89210 61945
Location: Mysore, Online (Dubai)
Qualification: BE (Information science and engineering)

Experience: Shopify SEO on page SEO off page SEO link building techniques Graphic design photo shop Corealdraw  more..

KANISHKA

Mobile: +91 9446600368
Location: Uttar Pradesh, Online (Dubai)
Qualification: B.E

Experience: Skills: AutoCAD Creo Parametric Solidworks design concept hatching Technical report writing   more..

Shree

Mobile: +91 98474 90866
Location: Uttar Pradesh, Online (Dubai)
Qualification: Master of computer application

Experience: I Have Good knowledge like html5 CSS3 react bootstrap javascript MySQL python Java Mango db  more..

Asif

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

Experience: ROLE: Engaged in the development of the Horecah mobile application (iOS and Android) designed with a clear purpose to streamline  more..

Mobile: +91 8301010866
Location: Ernakulam, Online (Dubai)
Qualification: bca

Experience: iam python Django developer i have experience only 2 month internship in inmakes InfoTech Application for Python Django  more..

Rajendra

Mobile: +91 91884 77559
Location: Rajasthan, Online (Dubai)
Qualification: BCA

Experience: Handling various technical aspects like coding of modules using the given design specifications debugging and fixing the defects as well  more..

Utkrisht

Mobile: +91 89210 61945
Location: Delhi, Online (Dubai)
Qualification: B.A

Experience: Image editing digital art image transformation AI tools graphic presentation product design logo design   more..

MANIKANDAN

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (Dubai)
Qualification: BSc IT

Experience: During my Cyber Security and Ethical Hacking internship I gained hands-on experience in protecting digital assets and understanding potential threats  more..

Abhishek

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

Experience: I am Abhishek Rai I have 1+ year experience in Manual testing I have good knowledge of API Testing    more..

SMRUTHI

Mobile: +91 89210 61945
Location: Kerala, Online (Dubai)
Qualification: BCA

Experience: I have 3+ years of experience in sales Previously i worked as an academic counselor business development manager and sales  more..

padmavati

Mobile: +91 8301010866
Location: pune, Online (Dubai)
Qualification: BE in ENTC

Experience: Manual testing-1 years automation selenium with java-2 3 year   more..

Nagendra

Mobile: +91 9895490866
Location: Andhra Pradesh, Online (Dubai)
Qualification: Degree Bsc

Experience: Programming Languages: C SQL Apex Programming • Web Technologies: Strong knowledge of JavaScript HTML CSS SCSS and web-based protocols (REST  more..

Pravalika

Mobile: +91 98474 90866
Location: Telangana, Online (Dubai)
Qualification: Msc computer science

Experience: Manual testing with real time project Automation selenium java basics sql  more..

Pooja

Mobile: +91 89210 61945
Location: Chhattisgarh, Online (Dubai)
Qualification: B.Tech

Experience: I have 2 years of software testing experience Skills- Manual Testing Regression Testing Defect Management JIRA Business Analysis SQL Communication  more..

SOUMYA

Mobile: +91 9446600368
Location: Kochi, Online (Dubai)
Qualification: Pg

Experience: I am a fresher I am very intrested to coding and error correction in python programApplication for Python Django  more..

Kopal

Mobile: +91 89210 61945
Location: Madhya Pradesh, Online (Dubai)
Qualification: M.A. English literature

Experience: A skilled English teacher possesses expertise in curriculum development lesson planning and classroom management I excel in fostering critical thinking  more..

Shalini

Mobile: +91 9895490866
Location: Tamil Nadu, Online (Dubai)
Qualification: B.Tech

Experience: Understanding Test Requirement Deriving Test Scenarios Test Case Documentation Test Data Collection Test Execution Test Reporting and Continuous development of  more..

Shiva

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

Experience: Manual Testing - I have good experience in giving training to students on Manual and Automation I hold my expertise  more..

Lavisha

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

Experience: Manual testing RTM Test cases |   more..

Jeyalakshmi

Mobile: +91 98474 90866
Location: Chennai, Online (Dubai)
Qualification: MBA

Experience: Totally 4 years of experience into software testing 2 5 years of experience in automation testing automating using selenium integrated  more..

Chetan

Mobile: +91 9895490866
Location: Gujarat, Online (Dubai)
Qualification: Bachelor degree

Experience: Python Django developer 6 months internship  more..

Rimita

Mobile: +91 91884 77559
Location: West Bengal, Online (Dubai)
Qualification: Graduate

Experience: Pro in logo design and graphic design with 10 years experience in the graphic design field |   more..

Mehulkumar

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

Experience: Tutoring Online Internet Application Assesment Students Counselling career guidance Exam Paper Making Students support and development  more..

Dhruv

Mobile: +91 9446600368
Location: Gujarat, Online (Dubai)
Qualification: Msc (mathematics)

Experience: I am leading the team at jainam broking limited I have lead the algo trading software using mongoDB redis websocket  more..

Kavya

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

Experience: Manual testing java sql I have 1year experienced in manual testing  more..

Navratn

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

Experience: Skill: Penetration Testing Experience: I bring hands-on experience in penetration testing garnered from my role as a Security Intern at  more..

Jagruti

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

Experience: My three years of expertise in Flutter development include designing and optimizing applications ensuring a seamless user experience across iOS  more..

SUBRAMANI

Mobile: +91 98474 90866
Location: Chennai, Online (Dubai)
Qualification: BE

Experience: Hi sir mam I am writing to express my strong interest in working at nestsoft as a QA Test Engineer  more..

Amit

Mobile: +91 9446600368
Location: Madhya Pradesh, Online (Dubai)
Qualification: BE

Experience: Having 7 months of experience working on manual testing blacbox testing functional testing regression testing healthcare domain & eCommerce testing  more..

Dhananjaya

Mobile: +91 91884 77559
Location: Karnataka, Online (Dubai)
Qualification: BCA

Experience: Window Server Networking firewall VMware nutanix   more..

Mohammad

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

Experience: Flutter Developer Dart Software developer  more..

Deepti

Mobile: +91 9446600368
Location: Ahmednagar, Online (Dubai)
Qualification: BE Electrical

Experience: I have knowledge in Manual testing n Advance Excel  more..

Ruchitha

Mobile: +91 91884 77559
Location: Karnataka, Online (Dubai)
Qualification: Degree

Experience: Digital marketing advances excell Microsoft office inside and outside sales accounting process excutive voice caller web designer python beginner administration  more..

Sinchana

Mobile: +91 9446600368
Location: Karnataka, Online (Dubai)
Qualification: BE

Experience: Verilog HDL Digital design Python Computer science I did my internship in vricsa technology as a cloud computing   more..

Devishree

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

Experience: Content writing content creation research peer reviewing articles proof reading training and development professional communication and building network content strategist  more..

Tarannum

Mobile: +91 98474 90866
Location: Punjab, Online (Dubai)
Qualification: Bachelors in Fine arts (spl. Applied arts)

Experience: With a passion for visual design I am excited about the opportunity to contribute my creativity to the innovative projects  more..

Meena

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

Experience: I am proficient in Adobe Creative Suite (Photoshop Illustrator InDesign Adobe XD )and Figma etc My expertise includes typography layout  more..

Sunitha

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (Dubai)
Qualification: M. E

Experience: I have two years of experience in web development My skills: Html Css javascript mysql flutterflow nodejs I have interest  more..

PREM

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

Experience: Manual testing sql core java selenium |   more..

Utkarsha

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

Experience: Ms word Excel html css php  more..

Jayesh

Mobile: +91 8301010866
Location: Uttar Pradesh, Online (Dubai)
Qualification: bachelor

Experience: I'm passionate about web design & development Proficient in HTML CSS JavaScript Bootstrap and React Skilled in UI UX design  more..

Vaibhav

Mobile: +91 98474 90866
Location: Bengaluru, Online (Dubai)
Qualification: B.Sc

Experience: Java selenium selenium webdriver APIs Manual testing system testing Test NG and functional testing  more..

Pavithra

Mobile: +91 9446600368
Location: Karnataka, Online (Dubai)
Qualification: BBA

Experience: Manual testing SDLC Functional testing performance testing test cases  more..

Nithinraj

Mobile: +91 9446600368
Location: Kerala, Online (Dubai)
Qualification: B-Tech

Experience: I have 5 years and 1 month experience in cyber security Responsible for 24*7 monitoring of various devices including log  more..

Jubin

Mobile: +91 89210 61945
Location: Chhattisgarh, Online (Dubai)
Qualification: BE

Experience: Networking & Protocols: Deep understanding of TCP IP DNS HTTP HTTPS and network infrastructure Operating Systems: Proficiency in Windows Linux  more..

Shreyas

Mobile: +91 98474 90866
Location: Maharashtra, Online (Dubai)
Qualification: Master of computer applications

Experience: 1+years of Experience in Manual Testing Web Service Testing Proficient in end-to-end software testing from requirement analysis to system study  more..

SAURABH

Mobile: +91 8301010866
Location: Maharashtra, Online (Dubai)
Qualification: BSC CS

Experience: Software Development Life Cycle and Software Test Life Cycle SDLC Models Regression testing sanity testing smoke testing unit testing functional  more..

Sarika

Mobile: +91 98474 90866
Location: Kochi, Online (Dubai)
Qualification: Bca

Experience: Manual and automation testing  more..

Dheeraj

Mobile: +91 89210 61945
Location: Maharashtra, Online (Dubai)
Qualification: bachelor of engineering

Experience: Python programming Debugging and troubleshooting PostgreSQL databases Team collaboration Problem-solving Critical thinking Creativity Adaptability Teamwork Leadership  more..

Samruddhi

Mobile: +91 9895490866
Location: Maharashtra, Online (Dubai)
Qualification: BTech in Mechanical Engineering

Experience: I’m responsible for making design of layout as per plant requirements and also monitor daily target as per production plan  more..

Muskan

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

Experience: Skills C++ Web development Content writing Experience Teaching in a Institute Working as a web developer in that educational Institute  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