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 New Plymouth

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

  • 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 New Plymouth
Data Science Cleaning and validating data to ensure that it is accurate and consistent. 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. This curriculum prepares you to work in a variety of Data Science professions and earn top-dollar wages. Exercises, tasks, and projects that are completed in real-time 24 hours a day, 7 days a week, A large network of like-minded newbies, an industry-recognized intellipaat credential, and individualized employment support Several data scientist responsibilities are listed below. Experts provide immersive online instructor-led seminars. . 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 New Plymouth. Effectively analyze both organized and unstructured data Create strategies to address company issues. Creative thinking, problem-solving skills, curiosity, and a drive to learn about and investigate industry trends and development, as well as teamwork, are among the soft skills required by data scientists. 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.

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

Chirag

Mobile: +91 9446600368
Location: Indore, Online (New Plymouth)
Qualification: MCA

Experience: I have 1 5 year experience in WordPress Shopify as backend developer   more..

Pramod

Mobile: +91 91884 77559
Location: Dhule, Online (New Plymouth)
Qualification: BE mechanical

Experience: Dear Sir Mam This is regarding the job advertisement you placed for python developer I have read the job description  more..

Kathroju

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

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

Selin

Mobile: +91 89210 61945
Location: Karnataka, Online (New Plymouth)
Qualification: Bachelor of engineering in computer science

Experience: I have completed my 6 months python Full stack course with internship in palle technologies Bangalore also I'm strong in  more..

yogesh

Mobile: +91 98474 90866
Location: Rajasthan, Online (New Plymouth)
Qualification: pg in cyber security

Experience: i have four months experience in cyber security as cyber security intern at tutelr org and i have skills related  more..

Vaishnavi

Mobile: +91 9895490866
Location: Maharashtra, Online (New Plymouth)
Qualification: M.sc Computer Science

Experience: 3 7 years Experienced Assistant Professor in Computer Science department at Pratap College Amalner Skills:- core java manual testing SQL  more..

Akash

Mobile: +91 8301010866
Location: Bengaluru, Online (New Plymouth)
Qualification: BE

Experience: Java manual testing selenium SQLApplication for Software Testing  more..

MD

Mobile: +91 98474 90866
Location: Remote, Online (New Plymouth)
Qualification: B sc

Experience: I have 3 years experience in web development and I have strong command and proficiency in wix I have created  more..

ANKIT

Mobile: +91 9895490866
Location: Gujarat, Online (New Plymouth)
Qualification: Graduate

Experience: Hello 👋 I am a freelance graphic designer I have created attractive design I create logo design product design poster  more..

VaishakhiKM

Mobile: +91 89210 61945
Location: Davangere, Online (New Plymouth)
Qualification: BE

Experience: SQL manual testing core JavaApplication for Software Testing  more..

saravanakumar

Mobile: +91 98474 90866
Location: Tamil Nadu, Online (New Plymouth)
Qualification: BE CSE

Experience: React native flutter iOS and Android apps |   more..

Addepallikalyan

Mobile: +91 91884 77559
Location: Andhra Pradesh, Online (New Plymouth)
Qualification: Diploma

Experience: Proficiency in AutoCAD: Master the basics and advanced features of AutoCAD including 2D and 3D modeling rendering and customization Technical  more..

BALAJI

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (New Plymouth)
Qualification: BE

Experience: Front end development:- Html Css Javascript Typescript Backend development:- C# ASP MVC Asp Net WebApi Databases and server:- SQL Cloud:-  more..

Sushil

Mobile: +91 91884 77559
Location: Maharashtra, Online (New Plymouth)
Qualification: Bsc

Experience: Leveraged 1 year of hands-on experience in software testing to ensure high quality and efficient product development - Executed various  more..

Akalya

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (New Plymouth)
Qualification: Bsc(IT)

Experience: Hi This is Akalya having 2 years 6 month experience in wordpress developer and know the skills in HTML CSS  more..

Deepak

Mobile: +91 98474 90866
Location: Uttar Pradesh, Online (New Plymouth)
Qualification: graduation

Experience: Drafting planning constrution work design   more..

Rahul

Mobile: +91 8301010866
Location: Kottayam , Online (New Plymouth)
Qualification: B.tech in electronics and communication

Experience: Manual testing Automation testing Selenium IDE Selenium web series Maven Jameter TestNG  more..

Priya

Mobile: +91 91884 77559
Location: Chennai, Online (New Plymouth)
Qualification: BSC

Experience: Manual testing JIRA Selenium webdriver Postman | Resume for   more..

Utkarsh

Mobile: +91 9895490866
Location: Madhya Pradesh, Online (New Plymouth)
Qualification: Bachelor's

Experience: Experience of teaching in Biharee Convent School as a PRT teacher made lesson plans and helped in programming activities and  more..

Priya

Mobile: +91 9895490866
Location: Maharashtra, Online (New Plymouth)
Qualification: Graduate

Experience: I currently work as an Frontend Developer at Altctrlfix IT Solutions pvt ltd I have completed 6 months internship and  more..

Suby

Mobile: +91 91884 77559
Location: Kerala, Online (New Plymouth)
Qualification: MTECH

Experience: Manual testing experience with 2 8years  more..

Aakanksha

Mobile: +91 91884 77559
Location: Maharashtra, Online (New Plymouth)
Qualification: MCA, B.Ed

Experience: I have been teaching Computer applications ICT and various coding languages like Java python C++ Scratch 3 0 to kids  more..

sai

Mobile: +91 91884 77559
Location: Andhra Pradesh, Online (New Plymouth)
Qualification: B.E

Experience: • Designed and implemented creative e-commerce and non-e-commerce website layouts consistently meeting client expectations and project deadlines • Conceptualized and  more..

Tauheed

Mobile: +91 91884 77559
Location: Maharashtra, Online (New Plymouth)
Qualification: Bachelor in Engineering (BE)

Experience: Skills - node js JavaScript HTML bootstrap php mysql  more..

Safeer

Mobile: +91 91884 77559
Location: kannur, Online (New Plymouth)
Qualification: BBA

Experience: python django PostgreSQL html css bootstrap completed internship at inmakes Infotech last 4 monthsApplication for Python Django  more..

Manoj

Mobile: +91 8301010866
Location: Bengaluru, Online (New Plymouth)
Qualification: BCA

Experience: C C++ Java Html Javascript Css Vb net Software testing  more..

Mekala

Mobile: +91 91884 77559
Location: Hyderabad, Online (New Plymouth)
Qualification: Btech

Experience: Java full stack and python | Resume for   more..

Pawan

Mobile: +91 91884 77559
Location: Rajasthan, Online (New Plymouth)
Qualification: B.A

Experience: I am a passionate and results-driven IT trainer with 8+ years of experience in the information technology industry My goal  more..

Sneha

Mobile: +91 98474 90866
Location: Maharashtra, Online (New Plymouth)
Qualification: HSC

Experience: Hey! Some of the best skills i have as a graphic designer include creativity attention to detail communication and proficiency  more..

Manjula

Mobile: +91 9895490866
Location: Tamil Nadu, Online (New Plymouth)
Qualification: BSC information technology

Experience: I have 4 year of experience in graphic design and 1 year of experience in sales admin and so on  more..

Utpreksha

Mobile: +91 9446600368
Location: Maharashtra, Online (New Plymouth)
Qualification: Bachelor of engineering in computer science and engineering

Experience: Linux devops sdlc ci cd docker kubernatee terraform computer networking AWS cloud ec2 virtualization Operation system oops  more..

Krupa

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

Experience: As a passionate UI UX designer I've honed my skills through hands-on practice in creating captivating designs using tools like  more..

Harish

Mobile: +91 91884 77559
Location: Shahada,Maharashtra, Online (New Plymouth)
Qualification: Mechanical Engineering

Experience: C python html CSS bootstrap javascript django mysqlApplication for Python Django  more..

Krishna

Mobile: +91 9895490866
Location: Kerala, Online (New Plymouth)
Qualification: B.Tech

Experience: 3 years of experience in manual testing web application testing mobile testing API testing smoke testing regression testing sanity testing  more..

Charitha

Mobile: +91 8301010866
Location: Andhra Pradesh, Online (New Plymouth)
Qualification: Btech

Experience: ISTQB foundation level certification 6 years experience in software testing in automotive domain Experience on tools like vectorcast matlab simulink  more..

Satti

Mobile: +91 91884 77559
Location: Andhra Pradesh, Online (New Plymouth)
Qualification: B.tech

Experience: python HTML CSS AUTOCAD CATIA  more..

Yallalinga

Mobile: +91 91884 77559
Location: Karnataka, Online (New Plymouth)
Qualification: BE mechanical engineer

Experience: Dear sir madam i am Yallalinga kanakal i am completed BE mechanical engineer and work experience in design using auto  more..

AFSAR

Mobile: +91 98474 90866
Location: Coimbatore , Online (New Plymouth)
Qualification: Bachelors degree

Experience: I did a software testing course with certification   more..

Nitin

Mobile: +91 98474 90866
Location: Madhya Pradesh, Online (New Plymouth)
Qualification: MCA

Experience: My skills are Java oops SQL DBMS software testing html css node js (basic) |   more..

Sathishkumar

Mobile: +91 98474 90866
Location: Erode, Online (New Plymouth)
Qualification: BE CSE

Experience: A graduate in Computer Science with over 7 9 years of vast experience in Software Testing backed by in-depth knowledge  more..

Tohid

Mobile: +91 9446600368
Location: Maharashtra, Online (New Plymouth)
Qualification: Bsc

Experience: I have knowledge about Manual testing SDLC STLC writing test cases big report Defect life cycle and Jira testing tools  more..

Swati

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

Experience: Manual testing Selenium Java SQL PHP net MYSQL VB net Asp net C C++ Animation   more..

Karamvir

Mobile: +91 9895490866
Location: Jharkhand, Online (New Plymouth)
Qualification: b.des

Experience: 1-graphic design 2-fashion design 3-art sketches 4-photography  more..

Siya

Mobile: +91 91884 77559
Location: Madhya Pradesh, Online (New Plymouth)
Qualification: Btech

Experience: python sql django frontend  more..

Utukuri

Mobile: +91 9895490866
Location: Hyderabad , Online (New Plymouth)
Qualification: Btech in robotics and automation

Experience: I have done a lot of projects related to product design you can see my designs in grabcad https: grabcad  more..

gopal

Mobile: +91 89210 61945
Location: , Online (New Plymouth)
Qualification: Bca

Experience: Customer service technical support ccna azure  more..

Manikanta

Mobile: +91 89210 61945
Location: Andhra Pradesh, Online (New Plymouth)
Qualification: B.Tech

Experience: With over 3 years of experience in Python and Django development I have a strong foundation in building and maintaining  more..

MANO

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (New Plymouth)
Qualification: Diploma

Experience: I have had the privilege of working on a diverse range of projects from branding and marketing collateral to digital  more..

SNEHAL

Mobile: +91 8301010866
Location: Maharashtra, Online (New Plymouth)
Qualification: Bsc cs

Experience: I have 2 3 yrs of exp in software testing field |   more..

Pooja

Mobile: +91 9446600368
Location: Gujarat, Online (New Plymouth)
Qualification: BCA

Experience: Hello I am Pooja Patel Applied for QA I have done (Manual Testing) Training in TOPs Technologies I am working  more..

Vismaya

Mobile: +91 89210 61945
Location: Mahe, Online (New Plymouth)
Qualification: MCA

Experience: I did 6-month Internship in Python full-stack development Skills are Django HTML CSS JavaScript Bootstrap Angular MySQL ORM QueriesApplication for  more..

Anisha.R

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (New Plymouth)
Qualification: ME in Applied Electronics,BE-ECE

Experience: Skills: python php html css JavaScript Database -sql MySQL Server -django Experience:4momths software trainer for it sector  more..

Amit

Mobile: +91 91884 77559
Location: Maharashtra, Online (New Plymouth)
Qualification: BE,MBA

Experience: I have 4 4 year experience in manual testing |   more..

Raju

Mobile: +91 98474 90866
Location: Bhubaneswar , Online (New Plymouth)
Qualification: Btech

Experience: Python django developer Application for Python Django  more..

Sarathraj

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

Experience: 3 years of manual testing experience and knowledge in sql  more..

Krishnaprasad

Mobile: +91 9895490866
Location: Kerala, Online (New Plymouth)
Qualification: Bsc computer science

Experience: With one year of experience in Python development I am eager to leverage my skills to contribute to your team's  more..

Vignesh

Mobile: +91 8301010866
Location: Tamil Nadu, Online (New Plymouth)
Qualification: Bachelor of science

Experience: Fresher UI Design Ux Design User researcher User interface Typography Color theory Web design Mobile app design Landing page Social  more..

Anju

Mobile: +91 8301010866
Location: Delhi, Online (New Plymouth)
Qualification: B.ed

Experience: Worked in school as teacher coordinator academic head counselor principal and curriculum developer  more..

Varsha

Mobile: +91 8301010866
Location: malappuram, Online (New Plymouth)
Qualification: bsc computer science

Experience: flutter developer intern at edapt   more..

Keerthi

Mobile: +91 9446600368
Location: Telangana, Online (New Plymouth)
Qualification: B. Sc

Experience: I have done software testing course In the course I have trained selenium automation testing Java Manual testing and Sql  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 new-plymouth
Internship/projects in new-plymouth
Internship/projects in new-plymouth
Internship/projects in new-plymouth
Internship/projects in new-plymouth
Internship/projects in new-plymouth
Internship/projects in new-plymouth
Internship/projects in new-plymouth
Internship/projects in new-plymouth
Internship/projects in new-plymouth
Internship/projects in new-plymouth
Internship/projects in new-plymouth

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer