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 Bray

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

  • 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 Bray
Data Science 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 Bray. Cleaning and validating data to ensure that it is accurate and consistent. Effectively analyze both organized and unstructured data Create strategies to address company issues. 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. 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. 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. 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.

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

Divyanshi

Mobile: +91 98474 90866
Location: Telangana, Online (Bray)
Qualification: B.Arch

Experience: Content Creation: Blog posts website content landing pages product descriptions newsletters SEO Optimization: Keyword research on-page optimization meta descriptions Editing  more..

UTKARSHA

Mobile: +91 9446600368
Location: Maharashtra, Online (Bray)
Qualification: B.E(EXTC)

Experience: I have 1+ years of experience in software testing for web and mobile (Android and IOS) app in Inscripts company  more..

Sujata

Mobile: +91 98474 90866
Location: Maharashtra, Online (Bray)
Qualification: Bsc ( physics, mathematics,chemistry)

Experience: Professional Development: Completed internship in NIIT institution Had joined as a Software Developer in a Reputed Software Company (RIGHTWAY CREATIVE  more..

Gurpreet

Mobile: +91 91884 77559
Location: Punjab, Online (Bray)
Qualification: b.tech(cse)

Experience: flutter dart android kotlin java  more..

MARIYA

Mobile: +91 91884 77559
Location: Kerala, Online (Bray)
Qualification: Msc Botany, Bsc Botany

Experience: Iam ambitious and result driven person I consistently set goals for myself and work hard towards achieving them I am  more..

Siddharth

Mobile: +91 9895490866
Location: Madhya Pradesh, Online (Bray)
Qualification: B.com

Experience: Windows server linux server pf sense firewall networking  more..

Vaishnavi

Mobile: +91 9446600368
Location: Maharashtra, Online (Bray)
Qualification: MSC computer science

Experience: I have a good knowledge about programming languages like python c sql Javascript Html css bootstrap jQuery django Flask rest  more..

Sugandha

Mobile: +91 9895490866
Location: Delhi, Online (Bray)
Qualification: M.sc

Experience: I have 3 month experience in mobzway technology as a software intern I have conducted about manual testing regression SDLC  more..

neethu

Mobile: +91 8301010866
Location: Thrissur, Online (Bray)
Qualification: MCA

Experience: Myself Neethu a freelance web developer and trainer with 5 years of experience and ready to take online classes in  more..

R.Pandeeswari

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Bray)
Qualification: B.sc id

Experience: My Skills-web development UI UX designer web designer and Graphic designer  more..

Mayuri

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

Experience: Html css JavaScript php ajax  more..

chhavi

Mobile: +91 98474 90866
Location: Telangana, Online (Bray)
Qualification: Degree

Experience: Sql completed html css and I'm a web developer  more..

Ravindra

Mobile: +91 8301010866
Location: Maharashtra, Online (Bray)
Qualification: Bachelor of Engineering

Experience: Experienced Software Engineer with a demonstrated history of working in the information technology and services as well as product industry  more..

Imtiyaz

Mobile: +91 9446600368
Location: Mumbai, Online (Bray)
Qualification: BCA

Experience: I have experience in software developer also I have application support experience I have knowledge in networking | Resume for  more..

Bhawna

Mobile: +91 91884 77559
Location: Delhi, Online (Bray)
Qualification: BTech(IT)

Experience: -> 4 months of internship experience as a python-Django developer -> 6 months of internship experience as a software developer  more..

Amit

Mobile: +91 98474 90866
Location: Hisar, Haryana, Online (Bray)
Qualification: MCA

Experience: SDLC STLC and Life Cycle Models Agile Methodology Requirement understanding & analyzing GUI Usability Functional Non-Functional System and Regression testing  more..

Kavendra

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

Experience: Dear Sir Madam Name- Kavendra Arjun Kedar Application for- design Engineer Total experience-14 years Qualification-B E Mechanical + PG Diploma  more..

NIKETAN

Mobile: +91 9446600368
Location: Maharashtra, Online (Bray)
Qualification: MCS

Experience: I’m excited to apply for Flutter developer With two years in Flutter I bring robust deployment experience having launched five  more..

Kothari

Mobile: +91 89210 61945
Location: Gujarat, Online (Bray)
Qualification: Flutter

Experience: I have 2+ years of experience as a Flutter developer  more..

Ayesha

Mobile: +91 9895490866
Location: Andhra Pradesh, Online (Bray)
Qualification: Btech

Experience: Python networking html css |   more..

Vishal

Mobile: +91 9446600368
Location: Haryana, Online (Bray)
Qualification: Diploma

Experience: ● Part modeling Drafting of drawing read specification model ● R&D on new components most of the part related to  more..

Maaz

Mobile: +91 98474 90866
Location: Maharashtra, Online (Bray)
Qualification: b-tech

Experience: python c power BI Machine Learning AI git github numpy statistics visualization standardization   more..

Tamana

Mobile: +91 98474 90866
Location: Delhi, Online (Bray)
Qualification: Masters in Applied psychology

Experience: Key Skills: Counseling & Therapeutic Skills: Individual counseling Group counseling Family counseling Crisis intervention CBT (Cognitive Behavioral Therapy) DBT (Dialectical  more..

Shruti

Mobile: +91 91884 77559
Location: Karnataka, Online (Bray)
Qualification: MCA

Experience: Knowledge of a manual testing and automation testing SQL java |   more..

Buddha

Mobile: +91 91884 77559
Location: visakhapatnam, Online (Bray)
Qualification: pursuing B.Tech

Experience: As a Canva designer I have a good eye for design including an understanding of color theory typography and composition  more..

T.Chandanapriyanaka

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

Experience: Hello Iam chandana i would like to join with for the growth and development of the company and I am  more..

Kelvin

Mobile: +91 98474 90866
Location: Perumbavoor, Online (Bray)
Qualification: B/Tech

Experience: Manual Testing Automation testing Selenium TestNG Sql | Resume for   more..

UMANG

Mobile: +91 8301010866
Location: Gujarat, Online (Bray)
Qualification: B.E computer engineering

Experience: Hardware and networking experience about 2 years in syndrome tech  more..

Navneet

Mobile: +91 8301010866
Location: Calicut, Online (Bray)
Qualification: Bsc

Experience: nthusiastic BCA graduate with a strong foundation in computer science and a passion for digital innovation Certified in SEO practices  more..

Gayathri

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

Experience: Technically sound Software Testing Specialist backed by Bachelor in Computer Application from Times Business School affiliated to Bharathiar University; managing  more..

Divya

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

Experience: I have 1+ year of experience in QA Manual testing and also have basic knowledge on Automation Testing like maintaining  more..

Parmar

Mobile: +91 9895490866
Location: Gujarat, Online (Bray)
Qualification: Bca

Experience: Manual testing Automation testing Basic Api  more..

Beerelly

Mobile: +91 91884 77559
Location: Telangana, Online (Bray)
Qualification: B.Tech

Experience: Djano python Wordpress HTML CSS  more..

Karthik

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

Experience: 4 years of Experience at design field we have using the software is Solid works & Autocad   more..

immanuel

Mobile: +91 98474 90866
Location: Tamil Nadu, Online (Bray)
Qualification: BE

Experience: flutter mobile app django rest api   more..

parvathy

Mobile: +91 9446600368
Location: Trivandrum, Online (Bray)
Qualification: MCA

Experience: M anual and automation testing | Resume for   more..

Nitish

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

Experience: Penetration testing VAPT Networking python |   more..

Elizabeth

Mobile: +91 89210 61945
Location: Kerala, Online (Bray)
Qualification: M. Sc. Mathematics

Experience: Skills: Online teaching Mathematics Microsoft Office Data entry Content development Experience: One year experience as Subject Matter Expert in Infybytes  more..

Sajith

Mobile: +91 89210 61945
Location: Kerala, Online (Bray)
Qualification: BCA , Cyber Security Professional

Experience: I have 3 months of internship from comprinno techinologies and have AWS certified cloud practitioner certification and my skills are  more..

Adavi

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

Experience: I have done one internship as angular developer in hyderabad Now I'm seeking full time opportunitie Waiting for positive response  more..

Vipul

Mobile: +91 91884 77559
Location: Maharashtra, Online (Bray)
Qualification: Master's in Computer Science

Experience: In my recent job at DriveTech Intelligence Pvt Ltd I gained hands-on experience in QA engineering where I successfully designed  more..

Akhila

Mobile: +91 8301010866
Location: Kerala, Online (Bray)
Qualification: MCA

Experience: WordPress developer with 1 year experience   more..

Dhanyashree

Mobile: +91 91884 77559
Location: Karnataka, Online (Bray)
Qualification: MCA

Experience: Iam a enthusiastic web developer having 1 year of experience in web development I have a decent knowledge of web  more..

Mrunal

Mobile: +91 91884 77559
Location: Maharashtra, Online (Bray)
Qualification: Bsc. Media Graphics, VFX and Animation | Diploma in Computer Engineering

Experience: Hey Mrunal here I'm a Media Graphics and Animation Student holding a 3 year experience in the industry and have  more..

Chandana

Mobile: +91 89210 61945
Location: Karnataka, Online (Bray)
Qualification: M.Sc

Experience: Skills : Manual Testing Java Automation Testing API testing SQL Experience : Worked As Software QA Engineer Intern for 6  more..

Navya.K.R

Mobile: +91 89210 61945
Location: Thrissur, Online (Bray)
Qualification: BCA

Experience: Six month software testing training Skills- SDLC Test levels Test types Agile STLC waterfall model   more..

Satwik

Mobile: +91 98474 90866
Location: Ludhiana , Online (Bray)
Qualification: B.Tech

Experience: Canva poster design   more..

Ganesh

Mobile: +91 89210 61945
Location: Telangana, Online (Bray)
Qualification: B. Tech

Experience: I have done internship with real time project where I learnt HTML CSS JS Mongodb basic node I have knowledge  more..

Chithra

Mobile: +91 9446600368
Location: Tamil Nadu, Online (Bray)
Qualification: Mcom

Experience: Tally ERP 9 Ms office Business development officer in 6 month  more..

Devadharshini

Mobile: +91 8301010866
Location: Tamil Nadu, Online (Bray)
Qualification: BE

Experience: Selenium Core Java Manual testing SQL |   more..

Smali

Mobile: +91 9446600368
Location: Chandigarh, Online (Bray)
Qualification: B.Tech

Experience: Manual and Automation testing  more..

ARATHI

Mobile: +91 9446600368
Location: MYSORE , Online (Bray)
Qualification: BCom

Experience: basic computer DTP & Canva Design 1 years experience print media solution ( private company) in Canva design  more..

shivani

Mobile: +91 98474 90866
Location: Gujarat, Online (Bray)
Qualification: MscIT

Experience: In total 4 years of experience as a developer 2 years as a dot net developer 2 years of Node  more..

Shramika

Mobile: +91 89210 61945
Location: Maharashtra, Online (Bray)
Qualification: Bachelor of Engineering

Experience: I have 2 years of experience in manual testing Basic knowledge of Selenium Core java Defect tracking tool- Jira Git  more..

Durga

Mobile: +91 91884 77559
Location: Karnataka, Online (Bray)
Qualification: Bachelor of Engineering

Experience: Html CSS javascript reactjs MySQL python basics Java basics  more..

Krishnapriya

Mobile: +91 9895490866
Location: Kottayam, Online (Bray)
Qualification: B. Tech

Experience: Java kotlin flutter(basics) REST APIs JSON SQLite MYSQL XML JavaScript  more..

Supriya

Mobile: +91 98474 90866
Location: Andhra Pradesh, Online (Bray)
Qualification: b.arch

Experience: revit CAD project management project documentation design and develop  more..

Mandadi

Mobile: +91 8301010866
Location: Guntur, Online (Bray)
Qualification: B. Tech

Experience: I worked as a java Fullstack developer intern in Brainovision pvt Ltd And I had also done a project and  more..

Shailesh

Mobile: +91 91884 77559
Location: Pune, Online (Bray)
Qualification: Post Graduate diploma in Data Science

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

Mohammed

Mobile: +91 89210 61945
Location: Kochi, Online (Bray)
Qualification: Bachelor of technology

Experience: I have got computer skills in excel PowerPoint and word and also got programming skills in java python C  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 bray
Internship/projects in bray
Internship/projects in bray
Internship/projects in bray
Internship/projects in bray
Internship/projects in bray
Internship/projects in bray
Internship/projects in bray
Internship/projects in bray
Internship/projects in bray
Internship/projects in bray
Internship/projects in bray

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer