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 Tampines

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

  • 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 Tampines
Data Science To find trends and patterns, use algorithms and modules. Identify and collect data from data sources. 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. This curriculum prepares you to work in a variety of Data Science professions and earn top-dollar wages. 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 Tampines. 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. 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 Tampines. 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. This finest Data Science course was built with the needs of businesses in mind when it comes to the field of Data Science.

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

Hruturaj

Mobile: +91 91884 77559
Location: pune, Online (Tampines)
Qualification: B.sc Animation

Experience: I have 3 years of experience in graphic designing and my skills are - 1 Typography 2 Vector Illustration 3  more..

abhijeet

Mobile: +91 91884 77559
Location: Maharashtra, Online (Tampines)
Qualification: BE

Experience: manual testing java sql api automation testing oops agile |   more..

Amol

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

Experience: A detail oriented professional with 2 5 years of experience in Software testing with EdTech Domain along with good experience  more..

Gautam

Mobile: +91 91884 77559
Location: Gujarat, Online (Tampines)
Qualification: BCA

Experience: Manual testing I have total 3 years of experience in Manual testing |   more..

Abhishek

Mobile: +91 8301010866
Location: Maharashtra, Online (Tampines)
Qualification: M.Sc.IT

Experience: Done certification in manual testing with project on Myntra website |   more..

avanthika

Mobile: +91 89210 61945
Location: thrissur, Online (Tampines)
Qualification: bca

Experience: manual testing agile selenium jmeter testcase preparation bug reporting java automation Application for Software Testing  more..

Shraddha

Mobile: +91 8301010866
Location: Maharashtra, Online (Tampines)
Qualification: M.Sc.

Experience: Certified Java Programmer with internship experience in core and advanced Java MySQL and Spring Boot and recently completed PG-DAC full-time  more..

Archana

Mobile: +91 9895490866
Location: Kerala, Online (Tampines)
Qualification: Btech

Experience: I have a deep understanding of Python programming language and its frameworks such as Django and also self learning quick  more..

Adarsh

Mobile: +91 9446600368
Location: Kerala, Online (Tampines)
Qualification: BCA

Experience: Html python django angular css bootstrap javascript |   more..

Annepu

Mobile: +91 8301010866
Location: Hyderabad, Online (Tampines)
Qualification: b.tech

Experience: manual testing selenium web driver core java sql | Resume for   more..

Neha

Mobile: +91 9446600368
Location: Kerala, Online (Tampines)
Qualification: Ba Multimedia

Experience: With 2 years of experience in graphic design and proficiency in Adobe Creative Suite I have a strong track record  more..

Azka

Mobile: +91 98474 90866
Location: Delhi, Online (Tampines)
Qualification: B.TECH

Experience: I have 1 year experience in Telus international as a software testing tranee I know how to write test cases  more..

JANANI.K

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (Tampines)
Qualification: B. Sc. Cs

Experience: Manual testing Automation testing test case test plan selenium QA testing I complete software testing course in Qtree technology for  more..

Neel

Mobile: +91 9446600368
Location: Gujarat, Online (Tampines)
Qualification: Btech IT

Experience: I have 1 5 years of experience with python as I have done internship as an AIML developer at sahana  more..

Rameshwar

Mobile: +91 91884 77559
Location: Pune, Online (Tampines)
Qualification: Bcom

Experience: Asp net MVC asp net ( web from ) c# Ajax json html css javascript sql server 2008 and above  more..

Anurag

Mobile: +91 9895490866
Location: Bihar, Online (Tampines)
Qualification: Bachelor in Design

Experience: I have one year experience in Graphic Design role I have a lot of skills for the role of Graphic  more..

Venkata

Mobile: +91 98474 90866
Location: Telangana, Online (Tampines)
Qualification: Bachelor of Technology

Experience: I'm recently graduated from Vasireddy Venkatadri Institute of Technology where I have gained a solid foundation in various areas of  more..

Deepa

Mobile: +91 8301010866
Location: Haryana, Online (Tampines)
Qualification: Masters in mathematics

Experience: I hold an M Sc in Mathematics with 3 years of teaching experience at the college level and as a  more..

Ajinkya

Mobile: +91 98474 90866
Location: Maharashtra, Online (Tampines)
Qualification: BCA 2017

Experience: Experienced Graphic Designer with over 5 years in the field specializing in Adobe Photoshop and Illustrator Hands-on experience in video  more..

Gowtham

Mobile: +91 98474 90866
Location: Irijalakuda, Online (Tampines)
Qualification: BCA (pursuing)

Experience: Python django react js postgres html css and more I have experience of 4 months in a company as a  more..

Vaishnavi

Mobile: +91 91884 77559
Location: Hubli, Online (Tampines)
Qualification: Bacholer of engineering

Experience: Java python C# C++ oracle web CSS javascript Net  more..

Mufees

Mobile: +91 98474 90866
Location: Kerala, Online (Tampines)
Qualification: BCA

Experience: python Django Postgresql ORM Rest Framework javascript react  more..

Navaneeth

Mobile: +91 98474 90866
Location: kozhikode, Online (Tampines)
Qualification: Bca graduate

Experience: i have worked as a fullstack developer intern at an IT company name MAITEXA located in calicut keralaApplication for Python  more..

Jaya

Mobile: +91 89210 61945
Location: Jaipur, Online (Tampines)
Qualification: Graduate

Experience: python html css js bootstrap django flask Application for Python Django  more..

Pilla

Mobile: +91 91884 77559
Location: Andhra Pradesh, Online (Tampines)
Qualification: MCA

Experience: C java html css javascript python  more..

Saakshi

Mobile: +91 8301010866
Location: Uttar Pradesh, Online (Tampines)
Qualification: BTech

Experience: 1 years experience in manual testing |   more..

T.MEENAKSHI

Mobile: +91 9895490866
Location: Kerala, Online (Tampines)
Qualification: M.A.,B.Ed English Literature

Experience: I am a trained post-graduate in English Literature with nearly more than 30 years of experience in Education industry as  more..

Shreya

Mobile: +91 9895490866
Location: Maharashtra, Online (Tampines)
Qualification: BTech in computer science and engineering

Experience: Hello I'm Shreya Salunke recently I graduated BTech in computer science and engineering College of Maharashtra institute of technology Aurangabad  more..

Nikita

Mobile: +91 9895490866
Location: Maharashtra, Online (Tampines)
Qualification: Btech

Experience: Manual testing Smoke sanity testing White box testing Java Test cases writting Test cases Exicute Stlc agile methodology integration testing  more..

Hadiya

Mobile: +91 91884 77559
Location: Surat, Online (Tampines)
Qualification: Bca

Experience: Front end developer  more..

pranali

Mobile: +91 91884 77559
Location: Maharashtra, Online (Tampines)
Qualification: B.E.

Experience: Hands-on experience of automation testing manual testing api testing Experienced of selenium using java cypress framework Experienced of Writing test  more..

Avinash

Mobile: +91 8301010866
Location: Uttar Pradesh, Online (Tampines)
Qualification: Graduation

Experience: Seeking a challenging solution development position with a strong emphasis on AWS & Cloud technologies where I can use my  more..

Aayushi

Mobile: +91 89210 61945
Location: Uttar Pradesh, Online (Tampines)
Qualification: B.Tecg

Experience: Python html css ms word ms office excel communication leadership computer testing dotnet  more..

Mohammed

Mobile: +91 8301010866
Location: Karnataka, Online (Tampines)
Qualification: Msc in food technology

Experience: I have completed my masters in food technology and have hands on experience in product development and have done poster  more..

Upasana

Mobile: +91 98474 90866
Location: Gujarat, Online (Tampines)
Qualification: MCA

Experience: I have experience of almost 12 years in teaching taught various subjects including python and artificial intelligence and acquired certificates  more..

Irfan

Mobile: +91 9895490866
Location: malappuram, Online (Tampines)
Qualification: plus two

Experience: flutter dart   more..

nived

Mobile: +91 89210 61945
Location: Kerala, Online (Tampines)
Qualification: graduated

Experience: Welcome! I’m nived a creative professional who has recently transitioned from a career in motion graphics design to becoming a  more..

Harini

Mobile: +91 9446600368
Location: Andhra Pradesh, Online (Tampines)
Qualification: M.sc B.ed

Experience: I Harini done with a Master's in Mathematics and extensive experience of 7 years in education culminating in my current  more..

Muhammed

Mobile: +91 8301010866
Location: Malappuram , Online (Tampines)
Qualification: Plus two

Experience: I have good knowledge of python and django and also i know html css and javascript I know postgreSQL and  more..

Swapnil

Mobile: +91 9895490866
Location: Maharashtra, Online (Tampines)
Qualification: Mba

Experience: Hard skills vs soft skills Employers are looking to hire employees who have the right mix of two different types  more..

Mohit

Mobile: +91 9446600368
Location: Madhya Pradesh, Online (Tampines)
Qualification: Mca

Experience: Ms excel hardware and networking  more..

Akshay

Mobile: +91 9446600368
Location: kozhikode, Online (Tampines)
Qualification: deploma

Experience: python full stack developer (internship) in vitez lab calicut i have skilled in django python react js javascript api html5  more..

Devan

Mobile: +91 89210 61945
Location: Kerala, Online (Tampines)
Qualification: BTech

Experience: Flutter Dart html laravel php mysql  more..

Shaharbana

Mobile: +91 91884 77559
Location: Kannur, Online (Tampines)
Qualification: Mtech

Experience: 10months experience in python django flask training Handled more than 6 academic projects Application for Python Django  more..

SRINITHIN

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (Tampines)
Qualification: BE

Experience: Automation testing -Selenium Manual testing Application testing - Appium Wordpress development Postman Java Python Communication  more..

Apurva

Mobile: +91 9446600368
Location: West Bengal, Online (Tampines)
Qualification: MSc. Chemistry

Experience: I'm currently pursuing my masters in Psychology and also a home tutor I have a passion for teaching and teach  more..

Sichin

Mobile: +91 9446600368
Location: Kannur , Online (Tampines)
Qualification: Degree

Experience: Good knowledge in manual testing and automation testing-selenium Good communication skill in English   more..

Rahul

Mobile: +91 9446600368
Location: Uttar Pradesh, Online (Tampines)
Qualification: B.tech

Experience: I have 6 months Training experience in manual testing from ITEC kanpur in manual testing I have very good knowledge  more..

Harshad

Mobile: +91 91884 77559
Location: KUDAL, Online (Tampines)
Qualification: B.E.(I.T)

Experience: python javascript CSS HTML MySQLApplication for Software Testing  more..

Rohit

Mobile: +91 89210 61945
Location: Jaipur , Online (Tampines)
Qualification: B.tech (Electronics and communication engineering

Experience: Hello sir Rohit this side I wants to apply for python django profile as your company is hiring for the  more..

Aman

Mobile: +91 8301010866
Location: Madhya Pradesh, Online (Tampines)
Qualification: BTech CSE

Experience: Aman is one year working experince as a backend django developer in CodeNixia Private Limited and he is a versatile  more..

Sony

Mobile: +91 9446600368
Location: Tamil Nadu, Online (Tampines)
Qualification: MCA

Experience: I’m a seasoned web developer with 12 years of experience I have great expertise in WordPress Joomla and PHP websites  more..

Balbinder

Mobile: +91 8301010866
Location: Haryana, Online (Tampines)
Qualification: B.Tech cse

Experience: I am proficient in the MERN stack (MongoDB Express js React js Node js) which enables me to build full-stack  more..

subhajit

Mobile: +91 91884 77559
Location: West Bengal, Online (Tampines)
Qualification: Btech

Experience: Manual testing Automation testing API testing  more..

Abhishek

Mobile: +91 91884 77559
Location: Roha, Online (Tampines)
Qualification: B.Sc. I.T.

Experience: I am a skilled full-stack developer with one year and six months of experience I use NodeJs TypeScript NextJs and  more..

KEERTHI

Mobile: +91 98474 90866
Location: Kochi, Online (Tampines)
Qualification: BTech Computer science

Experience: I have an extensive background in software testing with 8 months of professional experience and 4 months of internship experience  more..

pratiksha

Mobile: +91 91884 77559
Location: Maharashtra, Online (Tampines)
Qualification: BE IT

Experience:  IT infrastructure development  Infrastructure configuration  Software management  Network device installation  Hardware management  Office365 expertise  more..

Bhagyashri

Mobile: +91 8301010866
Location: Maharashtra, Online (Tampines)
Qualification: MCA

Experience: I have total 4 7 year experience in IT industry 3 2 year as a manual test engineer And recently  more..

Selva

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Tampines)
Qualification: M. Sc.,CST and B. ed

Experience: Skills: Good Communication listening Curriculum development skilled in CS Experience: 8 years work experience as a Teacher 4 years experience  more..

Vaishali

Mobile: +91 8301010866
Location: Ranchi, Online (Tampines)
Qualification: Digital marketing

Experience: Smm and seo  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 tampines
Internship/projects in tampines
Internship/projects in tampines
Internship/projects in tampines
Internship/projects in tampines
Internship/projects in tampines
Internship/projects in tampines
Internship/projects in tampines
Internship/projects in tampines
Internship/projects in tampines
Internship/projects in tampines
Internship/projects in tampines

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer