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 Qatar

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

  • 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 Qatar
Data Science This finest Data Science course was built with the needs of businesses in mind when it comes to the field of Data Science. To find trends and patterns, use algorithms and modules. 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. Cleaning and validating data to ensure that it is accurate and consistent. 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 Qatar. 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. There are numerous reasons why you should take this course. 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. Identify and collect data from data sources.

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

Virendra

Mobile: +91 9446600368
Location: Maharashtra, Online (Qatar)
Qualification: BE civil engineering

Experience: AutoCAD 2d design & site engineer experience  more..

Kasim

Mobile: +91 8301010866
Location: Bihar, Online (Qatar)
Qualification: B.Sc chemistry

Experience: Web development javascript html css bootstrap Photoshop  more..

Alpesh

Mobile: +91 9895490866
Location: Vadodara , Online (Qatar)
Qualification: 12th

Experience: Skill - html css js react figma photoshop adobe premiere pro   more..

ARNAB

Mobile: +91 89210 61945
Location: West Bengal, Online (Qatar)
Qualification: Bsc in animation, multimedia and graphic design

Experience: Etios services - Graphic designer intern 2 months BigthinX - Graphic design and video editing 1 month IFA - graphic  more..

Shreyas

Mobile: +91 9895490866
Location: Pune, Online (Qatar)
Qualification: Bachelor of Engineering

Experience: Core Technologies--> C programming Python Web Technologies--> HTML CSS javascript Bootstrap JQuery Database--> MYSQL Frameworks--> Flask Django GUI--> Tkinter Data  more..

Rojaraj

Mobile: +91 98474 90866
Location: Kerala, Online (Qatar)
Qualification: B.ed mathematics

Experience: Dear Sir Madam I would like to take this opportunity to introduce myself I am a capable and passionate Mathematics  more..

Madhu

Mobile: +91 9446600368
Location: Tamil Nadu, Online (Qatar)
Qualification: BE

Experience: I've completed a course in manual testing and I've worked in a project which is related to testing |   more..

Mahfuzur

Mobile: +91 91884 77559
Location: Delhi, Online (Qatar)
Qualification: B.Sc in CSE(Running)

Experience: I am a Flutter Developer I am working with flutter last 1 year I have approximate skill I willl be  more..

Jestin

Mobile: +91 91884 77559
Location: Kottayam , Online (Qatar)
Qualification: BCA

Experience: 10 months of experience in python - django Python JavaScript Django Jquery Ajax HTML CSS Application for Python Django  more..

Shalini

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Qatar)
Qualification: Btech

Experience: • Experience in Kotlin programming language • Experience in Jetpack Compose UI • Experience in Graphql implementation using Apollo Client  more..

Jayasurya

Mobile: +91 91884 77559
Location: Kerala, Online (Qatar)
Qualification: BA

Experience: I completed the software testing intern at inmakes infotech kochi I gained valiable exprience software testing use selenium webdriver   more..

Naveen.k.k

Mobile: +91 98474 90866
Location: Haryana, Online (Qatar)
Qualification: 12th

Experience: I’m a Front end developer who constructs the frontend piece of sites and web applications — the part clients see  more..

Akshata

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

Experience: I am Akshata Talawar I am interested in applying for the Software QA Tester My resume is attached to this  more..

Naga

Mobile: +91 91884 77559
Location: Andhra Pradesh, Online (Qatar)
Qualification: B.Tech

Experience: April 8 2024 I am writing to express my strong interest in the software developer Flutter developer position at your  more..

Tejaswini

Mobile: +91 9895490866
Location: Maharashtra, Online (Qatar)
Qualification: Masters

Experience: Recently completed manual testing internship |   more..

Manoj

Mobile: +91 9446600368
Location: Maharashtra, Online (Qatar)
Qualification: HSC

Experience: I have experience about last 4 to 5 years of graphic Designing I do all types of design like catalogue  more..

Atia

Mobile: +91 91884 77559
Location: Telangana, Online (Qatar)
Qualification: BA hons.

Experience: SQL ETL testing Manual Testing Jira Test Cases Scenarios Documentations involved in Agile Methodology |   more..

Kiran

Mobile: +91 98474 90866
Location: Faridabad, Online (Qatar)
Qualification: M.A.

Experience: I'm Kiran I can help your company create stunning visuals As someone who has worked in graphic and UI UX  more..

Rajesh

Mobile: +91 98474 90866
Location: Bengaluru, Online (Qatar)
Qualification: MCA

Experience: I have completed course in software testing development so i have manual testing and automation testing skills | Resume for  more..

Nandamuri

Mobile: +91 9446600368
Location: Visakhapatnam, Online (Qatar)
Qualification: M.Tech

Experience: python data science artificial intelligence machine learning| Application for Python Data Science Machine Learning Artificial Intelligence  more..

Abrar

Mobile: +91 98474 90866
Location: Delhi, Online (Qatar)
Qualification: Graduate

Experience: Mechanical Drafting: Over 8 years of experience in creating detailed technical drawings and blueprints AutoCAD & Revit: Proficient in using  more..

Dhrupad

Mobile: +91 91884 77559
Location: Assam, Online (Qatar)
Qualification: Masters in visual Art's

Experience: I have completed DPW3D course Which include 14 software like Photoshop illustrator indesign ect for graphic design and after effect  more..

Praveen

Mobile: +91 91884 77559
Location: Coimbatore, Online (Qatar)
Qualification: Bachelor of engineering

Experience: I my second year I completed my internship at Featec Business solutions -madurai In that i gain knowledge about python  more..

Nitin

Mobile: +91 91884 77559
Location: Chandigarh, Online (Qatar)
Qualification: B.tech (computer science engineering)

Experience: I have an 1 5 years of experience in net core and 1 year of experience in My SQL Ms  more..

Ashish

Mobile: +91 98474 90866
Location: Odisha, Online (Qatar)
Qualification: MCA

Experience: I am finding a work in python to making a good carrier in python field   more..

Vandita

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

Experience: AI data annotation python SQL Power BI Tableau Data Analyst Excel and all Microsoft office   more..

Shivam

Mobile: +91 8301010866
Location: Jhansi, Online (Qatar)
Qualification: B.tech

Experience: web development Python nodejs   more..

VENKATESWARA

Mobile: +91 9446600368
Location: Andhra Pradesh, Online (Qatar)
Qualification: B.Tech

Experience: As virtual intership for 6 weeks with edunet Skills are python django Ml computer vision React js HTML Css js  more..

Kalyani

Mobile: +91 91884 77559
Location: Baramati, Online (Qatar)
Qualification: Bsc

Experience: I have 3years experience in graphic design I worked softwares like illustrator indesign Photoshop and corel draw | Resume for  more..

Kathroju

Mobile: +91 9446600368
Location: Telangana, Online (Qatar)
Qualification: B.Tech

Experience: Java manual and automation testing SQL and HTML |   more..

Akash

Mobile: +91 91884 77559
Location: Vadodara, Gujarat, Online (Qatar)
Qualification: Bachelor's in Computer Applications

Experience: Have experience with Python - Django HTML CSS Bootstrap lQuery and JavaScript Excellence knowledge to codes improves designs and debugs  more..

Gowsalya

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (Qatar)
Qualification: M.sc - computer science

Experience: Core Java Manual testing(SDLC Life cycle) Automation testing (STLC Life cycle |   more..

Muthu

Mobile: +91 98474 90866
Location: Redhills, Online (Qatar)
Qualification: B. E

Experience: 1 yrs experience to design engineer at xindow window pvt limited  more..

Ruby

Mobile: +91 89210 61945
Location: Uttar Pradesh, Online (Qatar)
Qualification: M.Tech (CSE- specialization in data science)

Experience: Figma tableau ML python html css javascript nextjs wordpress etc  more..

sidharth

Mobile: +91 91884 77559
Location: Kerala, Online (Qatar)
Qualification: Btech

Experience: python django drf reactjs html css tailwindcss aws ec2  more..

Mangesh

Mobile: +91 91884 77559
Location: Maharashtra, Online (Qatar)
Qualification: BSC

Experience: python django sql datastructure rest framework html css  more..

Shashank

Mobile: +91 89210 61945
Location: Bengaluru, Online (Qatar)
Qualification: BR

Experience: Python Django HTML CSS SQL PostgreSQL bootstrap materializeCSS javascript 5 months of experience as full Stack developer | Resume for  more..

Kunal

Mobile: +91 9895490866
Location: Maharashtra, Online (Qatar)
Qualification: Bachelor's

Experience: I am a Flutter Developer with 3 years of experience During this time I have developed Android apps handling UI  more..

RUPA

Mobile: +91 98474 90866
Location: Andhra Pradesh, Online (Qatar)
Qualification: Master of computer applications (MCA)

Experience: I have good communication skills I want to develop my skills and experience with you more and more software testing  more..

divanshi

Mobile: +91 91884 77559
Location: Punjab, Online (Qatar)
Qualification: mtedh

Experience: Creative writing seo-focused writing article blog writing  more..

Kshama

Mobile: +91 91884 77559
Location: Rajasthan, Online (Qatar)
Qualification: MCA

Experience: As an immediate joiner I am writing to express my interest in the Flutter Developer position With my experience I  more..

BODDEDA

Mobile: +91 98474 90866
Location: Andhra Pradesh, Online (Qatar)
Qualification: Degree bsc computers

Experience: I have experience in php wordpress html css JavaScript bootstrap photoshop codeignator3 i have more then projects and websites in  more..

Arif

Mobile: +91 89210 61945
Location: Jaipur , Online (Qatar)
Qualification: BCA

Experience: Should have skills in on-page seo off-page seo social media marketing (smm) search engine marketing (sem) google adwords facebook  more..

Anshu

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Qatar)
Qualification: Btech

Experience: Manual Testing smoke testing sanity testing regression testing Testlink Bugzilla jmeter JIRA |   more..

Sanjiv

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

Experience: My name is Sanjiv Kumar Varma I have 3 year of experience in manual testing I am interested for this  more..

Pawan

Mobile: +91 8301010866
Location: Uttar Pradesh, Online (Qatar)
Qualification: Flutter Developer

Experience: I have 6 month experience in flutter Development Skills Flutter Firebase HTML CSS Rast API  more..

Samit

Mobile: +91 9446600368
Location: Airoli , Online (Qatar)
Qualification: 12th and 2nd year drop

Experience: Illustration photoshop layout design logo jpg to vector poster   more..

Harish

Mobile: +91 89210 61945
Location: Batlagundu(Dindigul district),Tamilnadu,India, Online (Qatar)
Qualification: BSC Computer Science

Experience: I have completed Software Testing course in QSPIDER institute in Chennai I have skills in software testing manual testerApplication for  more..

AKSHAY

Mobile: +91 9895490866
Location: Maharashtra, Online (Qatar)
Qualification: Graduation

Experience: Skill : window fundamental basic networking Linux Nmap Metasploit burbshuit pentration tester   more..

Masirulla

Mobile: +91 9895490866
Location: Karnataka, Online (Qatar)
Qualification: MSc in Physics MEd in Education

Experience: Respected Sir This is MASIRULLA B S from Jayanagar Bangalore Karnataka India is an Academic Administrator whole school Head Worked  more..

Rajprateek

Mobile: +91 8301010866
Location: Indore, Online (Qatar)
Qualification: 3 years diploma in civil

Experience: Manual testing test cases bug report sdlc stlc knowledge of jira & postman tool & now I am learning automation  more..

Rohit

Mobile: +91 9895490866
Location: Mumbai, Online (Qatar)
Qualification: Bachelor's

Experience: I have 2 year of experience in software testing Skills - manual testing automation testing  more..

devika

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Qatar)
Qualification: M.sc (computer science)

Experience: I am completing selenium testing automation and manual   more..

Abhishek

Mobile: +91 91884 77559
Location: Satna, Online (Qatar)
Qualification: Btech

Experience: Wix developer Knowledge of html html 5 css Done 5 projects  more..

Chandhini

Mobile: +91 98474 90866
Location: Tamil Nadu, Online (Qatar)
Qualification: BBA

Experience: I have 2 8 month experience i know well sap oracle excel   more..

Deepa

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Qatar)
Qualification: BSC (CS)

Experience: Manual testing Sql Qa tester  more..

Maaz

Mobile: +91 91884 77559
Location: Maharashtra, Online (Qatar)
Qualification: B.tech

Experience: Java spring boot jdbc hibernate jsp servlet angular typescript html css  more..

Manu

Mobile: +91 9895490866
Location: Muvattupuzha, Ernakulam, Kerala, Online (Qatar)
Qualification: B.com

Experience: 4 years of experience in graphic design | Resume for   more..

gopikrishna

Mobile: +91 9446600368
Location: tamil nadu, Online (Qatar)
Qualification: B.tech

Experience: mean stack developer  more..

Amrita

Mobile: +91 8301010866
Location: Uttarakhand, Online (Qatar)
Qualification: MCA

Experience: I’m a developer experienced in building websites for small and medium-sized businesses Whether you’re trying to win work list your  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 qatar
Internship/projects in qatar
Internship/projects in qatar
Internship/projects in qatar
Internship/projects in qatar
Internship/projects in qatar
Internship/projects in qatar
Internship/projects in qatar
Internship/projects in qatar
Internship/projects in qatar
Internship/projects in qatar
Internship/projects in qatar

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer