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 Zubarah

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

  • 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 Zubarah
Data Science A data scientist is a person who uses a variety of procedures, methods, systems, and algorithms to analyze data to provide actionable insights. Identify and collect data from data sources. 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 Zubarah. 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 Zubarah. Cleaning and validating data to ensure that it is accurate and consistent. . Create data strategies with the help of team members and leaders. Experts provide immersive online instructor-led seminars. 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. 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.

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

Kanhugopal

Mobile: +91 98474 90866
Location: Odisha, Online (Zubarah)
Qualification: Master of Computer Application

Experience: Skills on curriculum development for k12 other boards and industry required tech courses Instructed and mentored international students Tutored students  more..

Ashi

Mobile: +91 9446600368
Location: Dadar and Nagar Haveli, Online (Zubarah)
Qualification: Masters in cyber security

Experience: I have done my masters in cyber security and bachelors in Information technology I have good knowledge of SQL Java  more..

Astha

Mobile: +91 98474 90866
Location: Gujarat, Online (Zubarah)
Qualification: bachelor's

Experience: Html css javascript jquery angular typescript  more..

S.

Mobile: +91 89210 61945
Location: Andhra Pradesh, Online (Zubarah)
Qualification: B. tech

Experience: Basics of python data science methods basic sql html  more..

Vaibhav

Mobile: +91 89210 61945
Location: Muradnagar Ghaziabad, Online (Zubarah)
Qualification: Completed diploma & pursuing MBA

Experience: Autocad 2d & 3d solidwork cnc programming vmc Programming  more..

Lavanya

Mobile: +91 89210 61945
Location: Telangana, Online (Zubarah)
Qualification: BTech

Experience: Hii my name is lavanya I have good knowledge in html css javascript bootstrap WordPress SQL Java and basic knowledge  more..

Yameen

Mobile: +91 89210 61945
Location: Mehsana, Online (Zubarah)
Qualification: B.E-I.T

Experience: 1 year as python developerApplication for Python Django  more..

Vishant

Mobile: +91 8301010866
Location: Chandigarh, Online (Zubarah)
Qualification: BCA

Experience: Adobe Photoshop Adobe ai Adobe xd Figma Ads banner design UI design  more..

Arvind

Mobile: +91 98474 90866
Location: bhopal, Online (Zubarah)
Qualification: under graduate

Experience: Word-excel Microsoft office programming language and good communication  more..

Poonam

Mobile: +91 91884 77559
Location: Maharashtra, Online (Zubarah)
Qualification: BCA

Experience: I have 6 years experience in graphic design   more..

Saurabh

Mobile: +91 9446600368
Location: Jharkhand, Online (Zubarah)
Qualification: B.tech

Experience: My background is computer science so I can handle good amount of programming and ethics aptitude and great harmony with  more..

Aniruddha

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

Experience: Functional testing Regression testing End to End testing Jira Test management Stack holder manage Resource planning and management  more..

Jasmin

Mobile: +91 91884 77559
Location: Thrissur , Online (Zubarah)
Qualification: MCA

Experience: I am very much interested in applying for software testing position My educational qualifications and internship experience match the required  more..

Shripad

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

Experience: I am writing to express my interest in the Software Tester position as advertised With a solid background in software  more..

Aravind

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

Experience: Tools: Figma Framer Photoshop Illustrator Miro Notion Skills: Prototyping wireframing Sketching UI design UX design   more..

Milu

Mobile: +91 8301010866
Location: pravithanam, Online (Zubarah)
Qualification: Mca

Experience: Doing Internship in python Django at Inmakes Infotech Pvt Ltd Application for Python Django  more..

Afnan

Mobile: +91 91884 77559
Location: Kerala, Online (Zubarah)
Qualification: Bachelor In Computer Applications

Experience: I am a full-stack developer with expertise in HTML CSS JavaScript ReactJS Redux Toolkit Git GitHub Bootstrap Tailwind Axios npm  more..

Rahul

Mobile: +91 98474 90866
Location: Maharashtra, Online (Zubarah)
Qualification: BE Computer

Experience: I have 1 4 years of experience in QA testing at Ubisoft I am fluent in using JIRA Testrail Flare  more..

chandra

Mobile: +91 91884 77559
Location: bangalore, Online (Zubarah)
Qualification: engineering

Experience: python python DRF django backend api building version control systems git github bit bucket azure mssql mysql postgresql post manApplication  more..

Soumyoshree

Mobile: +91 98474 90866
Location: West Bengal, Online (Zubarah)
Qualification: Graduate

Experience: Graphic design Mathematics Logical reasoning Data interpretation MS WORD POWER POINT EXCE Adobe Photoshop  more..

Aftab

Mobile: +91 9895490866
Location: Maharashtra, Online (Zubarah)
Qualification: BSc IT

Experience: I have experience in html Css Javascript React Bootstrap JQUERY media query angular In 1 an half year And I  more..

Tarunvarma

Mobile: +91 98474 90866
Location: Telangana, Online (Zubarah)
Qualification: Designeer Academy

Experience: Hey this is Tarun varma I'm a certified from the designerrs academy on basis of UX UI Designer I'm good  more..

Ananthakrishnan

Mobile: +91 91884 77559
Location: Kollam kerala, Online (Zubarah)
Qualification: Diploma in computer hardware engineering

Experience: 5+ years of experience with python and 2+ years of experience with Django experienced in python Django React Node etcApplication  more..

Vaibhavi

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

Experience: C CPP JAVA Python HTML CSS JS PHP MYSQL MongoDB Basics of Data Science Data Analytics Power BI Networking Cyber  more..

bala

Mobile: +91 9895490866
Location: Tamil Nadu, Online (Zubarah)
Qualification: BE

Experience: Manual testing selenium |   more..

NEENA

Mobile: +91 9895490866
Location: Thiruvananthapuram, Online (Zubarah)
Qualification: B-Tech

Experience: Software tester with hands on experience in manual testing * Expertise in Requirement Analysis Test case development Test execution Defect  more..

Manikanta

Mobile: +91 98474 90866
Location: Andhra Pradesh, Online (Zubarah)
Qualification: BTech

Experience: I have an experience in flutter from last 1 year 6 months During this time period I have worked on  more..

Nikhila

Mobile: +91 98474 90866
Location: Telangana, Online (Zubarah)
Qualification: B.Tech

Experience: I am proficient in python Django SQL HTML and CSS   more..

Lavanyasuriya

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Zubarah)
Qualification: BSC computer science

Experience: Computer programming skills | (Work from Home)  more..

Shubham

Mobile: +91 91884 77559
Location: Maharashtra, Online (Zubarah)
Qualification: BCA

Experience: I am proficient in linux administrator trouble shooting networking firewall etc and I have 1 years experience of this skills  more..

sandhya

Mobile: +91 91884 77559
Location: alappuzha, Online (Zubarah)
Qualification: Msc computer science

Experience: python django cs sql htmlApplication for Python Django  more..

Ankit

Mobile: +91 8301010866
Location: Delhi, Online (Zubarah)
Qualification: BFA

Experience: Hi I'm a graphic designer create visual art & logo design and production requirements for advertising promotions & other graphic  more..

Sabareesh

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Zubarah)
Qualification: DECE

Experience: Skilss in Adobe illustrator Photoshop Lightroom wilscom Stitchmax HTML Css and JavaScript and experience in graphic design  more..

Deena

Mobile: +91 9446600368
Location: Chennai, Online (Zubarah)
Qualification: B.com

Experience: Manual testing waterfall agile automation testing java core selenium webdriver   more..

Imthiyas

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (Zubarah)
Qualification: Post Graduation Diploma

Experience: Test Planning and Strategy: Proficient in developing comprehensive test plans and strategies based on project requirements identifying test objectives scope  more..

Mohamed

Mobile: +91 8301010866
Location: Channai, Online (Zubarah)
Qualification: B.E

Experience: I have 3 month of internship experience in shiash info tech pvt lmtd as a full stack python developer |  more..

Rachit

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Zubarah)
Qualification: BCA

Experience: my skills HTML CSS Java script python etc   more..

Pranali

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

Experience: Communication skill Computer typing data entry Excel word PowerPoint networking  more..

Sheela

Mobile: +91 91884 77559
Location: Chikkamagaluru, Online (Zubarah)
Qualification: Diploma in ME

Experience: Basic computer ms office ms word ms Excel html5 css javascript wordpress | Resume for   more..

Ragavan

Mobile: +91 98474 90866
Location: Tamil Nadu, Online (Zubarah)
Qualification: C-Tech

Experience: Graphic design & video editing |   more..

Pragati

Mobile: +91 9446600368
Location: Mumbai, Online (Zubarah)
Qualification: MCA

Experience: Total one year experience with backoffice and data entry operator I have also completed manual testing and pursuing automation testing  more..

Sameer

Mobile: +91 91884 77559
Location: Maharashtra, Online (Zubarah)
Qualification: Graduation

Experience: Hi I'm a experience graphic designer Give me a apportunity I can assure you for excellent quality of work With  more..

Bukkapatanam

Mobile: +91 91884 77559
Location: Andhra Pradesh, Online (Zubarah)
Qualification: Btech

Experience: Python excel basics powerpoint python for data science  more..

rakhi

Mobile: +91 98474 90866
Location: Pune, Online (Zubarah)
Qualification: BEIT

Experience: Python ML and django I have 2 year exp in python developmentpython data science artificial intelligence machine learning| Application for  more..

Pruthvi

Mobile: +91 91884 77559
Location: Gujarat, Online (Zubarah)
Qualification: M.Tech in CSE

Experience: django data science python  more..

Shubham

Mobile: +91 8301010866
Location: Rajasthan, Online (Zubarah)
Qualification: MCA

Experience: Html css javascript bootstrap python django sql  more..

Mohammed

Mobile: +91 98474 90866
Location: Malappuram, Online (Zubarah)
Qualification: diploma

Experience: Python Django react Redis Redux Celery Rest framework OrmApplication for Python Django  more..

Siddhi

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

Experience: CPP Python data analytics Project management html css power BI data science flutter MS excel communication team player analytical skills  more..

Sayantan

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

Experience: Currently pursuing MCA specialization in cyber security and I also know various types of technical knowledge DSA Oops concent HTML  more..

Lakhara

Mobile: +91 9895490866
Location: Gujarat, Online (Zubarah)
Qualification: 12th pass

Experience: I am a fresher I did web development course from udemy i have skills in HTML5 Css Javascript MongoDb node  more..

veda

Mobile: +91 98474 90866
Location: Karnataka, Online (Zubarah)
Qualification: BE

Experience: Manual testing Having 1 year experience in Manual testing |   more..

Ritika

Mobile: +91 8301010866
Location: Bhopal, Online (Zubarah)
Qualification: BTech CSE

Experience: Full Stack developer -Jubilingo Solutions •Developed an Ecommerce website with two interfaces for admin and clients with the help of  more..

Nitesh

Mobile: +91 98474 90866
Location: Chandigarh, Online (Zubarah)
Qualification: B.tech

Experience: 2 year experience in mannual and automation testing   more..

Shibilesh

Mobile: +91 91884 77559
Location: Kannur, Online (Zubarah)
Qualification: BTech

Experience: Six months internship in manual testing and automation testing from Rogersoft | Resume for   more..

Rahul

Mobile: +91 91884 77559
Location: Maharashtra, Online (Zubarah)
Qualification: Diploma

Experience: I have 6 months of handson experience in pen testing Having knowledge about metasploit nmap burpsuite network topology nessus owasp  more..

Sharanabasava

Mobile: +91 91884 77559
Location: Karnataka, Online (Zubarah)
Qualification: M.Tech

Experience: Manual testing: 3years Teaching and training: 5 yearsApplication for Software Testing  more..

Abidh

Mobile: +91 91884 77559
Location: Kochi, Online (Zubarah)
Qualification: Graduation

Experience: Python bascis python django basics C basics Java basics Fgma UI UX designApplication for Python Django  more..

venkata

Mobile: +91 9446600368
Location: Andhra Pradesh, Online (Zubarah)
Qualification: bachelors

Experience: i have done outpass system in my college as web design and data base after that i create the website  more..

Ayushi

Mobile: +91 9895490866
Location: Telangana, Online (Zubarah)
Qualification: bsc from bioteacxhnology

Experience: Graphic designer web designer UI UX design motion graohics  more..

Shivani

Mobile: +91 98474 90866
Location: Pune, Online (Zubarah)
Qualification: Graduation

Experience: I am writing this letter to express my interest for the post of Software test engineer I with "Eduvanz Financing  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 zubarah
Internship/projects in zubarah
Internship/projects in zubarah
Internship/projects in zubarah
Internship/projects in zubarah
Internship/projects in zubarah
Internship/projects in zubarah
Internship/projects in zubarah
Internship/projects in zubarah
Internship/projects in zubarah
Internship/projects in zubarah
Internship/projects in zubarah

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer