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 Seattle

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

  • 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 Seattle
Data Science Effectively analyze both organized and unstructured data Create strategies to address company issues. You'll have a personal mentor who will keep track of your development. This curriculum prepares you to work in a variety of Data Science professions and earn top-dollar wages. To succeed as a data scientist, you must, nevertheless, make a particular effort to apply soft skills. . 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 Seattle. 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 Seattle. A data scientist is a person who uses a variety of procedures, methods, systems, and algorithms to analyze data to provide actionable insights. To find trends and patterns, use algorithms and modules. 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.

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

Shrey

Mobile: +91 9446600368
Location: Bihar, Online (Seattle)
Qualification: B com + IT Diploma

Experience: Skills: Programming Languages: Java SQL (MySQL H2) MongoDB queries Frameworks & Technologies: Spring Boot (Version 2 6 6) Spring Security  more..

Arya

Mobile: +91 89210 61945
Location: Kerala, Online (Seattle)
Qualification: Degree

Experience: Six months experience in software testing  more..

Nirav

Mobile: +91 9895490866
Location: Gujarat, Online (Seattle)
Qualification: MCA

Experience: I am working with flutter since last 3 years and 4 months I have Worked solely on company’s product and  more..

Karthik

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

Experience: Dear Recruiter I am Karthikeyan seeking a position that leads me a challenging career in your firm I have totally  more..

Rhishi

Mobile: +91 89210 61945
Location: Kerala, Online (Seattle)
Qualification: Bachelors of Fine Arts (4 years professional degree )

Experience: Experienced in 3D modeling graphic design and UX design with three years of freelance design work teaching art at Labour  more..

Jibraeel

Mobile: +91 98474 90866
Location: Maharashtra, Online (Seattle)
Qualification: Diploma in Information Technology

Experience: Experience - Fresher Skills - Manual Tester Software Tester IT operations Data Structures Software development Quick learner |   more..

Saudip

Mobile: +91 9895490866
Location: West Bengal, Online (Seattle)
Qualification: BCA Graduate from EIILM-Kolkata

Experience: I have experience in web development technologies like html css javascript and i have done internship in Indian Cyber Security  more..

Ahmed

Mobile: +91 8301010866
Location: Telangana, Online (Seattle)
Qualification: BTech

Experience: I have done a relevant training and certification course at cigniti in automation testing where I was exposed to various  more..

PRAVIN

Mobile: +91 98474 90866
Location: Maharashtra, Online (Seattle)
Qualification: Certified ethical Hacker

Experience: Certified ethical Hacker Vulnerable assessment penatration taster Burf suite Exploits  more..

Snehal

Mobile: +91 9895490866
Location: Maharashtra, Online (Seattle)
Qualification: Msc computer science

Experience: I have 2 years of experience in web development   more..

Soumya

Mobile: +91 89210 61945
Location: Karnataka, Online (Seattle)
Qualification: B.E in Computer Science

Experience: My experience includes working as a Software Test Engineer at Infosys Ltd for 1 5 years I have performed following  more..

Saloni

Mobile: +91 9446600368
Location: Delhi, Online (Seattle)
Qualification: BCA

Experience: I am excited about this opportunity I'm familiar with the role of graphic designer and good grasp on Adobe Photoshop  more..

Raj

Mobile: +91 9446600368
Location: Uttar Pradesh, Online (Seattle)
Qualification: Bachelors in computer applications

Experience: html css routing information security cybersecurity tools vulnerability assessment penetration testing python scripting languages intrusion detection system  more..

ADDYN

Mobile: +91 91884 77559
Location: Delhi, Online (Seattle)
Qualification: Masters

Experience: Creative and detail-oriented graphic designer with a flair for impactful visuals and a strong foundation in art and design Experienced  more..

Jetal

Mobile: +91 8301010866
Location: Gujarat, Online (Seattle)
Qualification: M.Tech in CS

Experience: 9 months of teaching experience Comfortable with python Machine Learning and Data Analytics Science Domain | Resume for   more..

Anuja

Mobile: +91 91884 77559
Location: Udhampur, Online (Seattle)
Qualification: M. E Computer science and engineering

Experience: Tutoring content writing and business development Good at communication language and understanding concepts Tutoring experience professionally and one to one  more..

Aditya

Mobile: +91 8301010866
Location: Haryana, Online (Seattle)
Qualification: Bachelor

Experience: Skills list 1)Os knowledge 2) Penetration testing 3) Ethical hacking 4)Web development 5) Advance Java 6)Excel 7) Communication skills 8)  more..

Gayathri

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

Experience: I am having the full stack skills where I learnt from python full stack training Hence I can develop front  more..

Deepankar

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

Experience: Core Java python and machine learning   more..

Purba

Mobile: +91 91884 77559
Location: Kolkata, Online (Seattle)
Qualification: Graduate

Experience: I am working both seo and smo I have total 3 yr experience I am good in client menagement I  more..

Suyog

Mobile: +91 89210 61945
Location: Pune, Online (Seattle)
Qualification: BA

Experience: Core Java selenium cucumber testing manual testing  more..

P

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Seattle)
Qualification: BBA

Experience: I have completed the course in automation and manual testing |   more..

Dhruv

Mobile: +91 8301010866
Location: Gujarat, Online (Seattle)
Qualification: B-tech CSE

Experience: Web development testing PHP MySQL html css react js  more..

Rahina.

Mobile: +91 91884 77559
Location: Kerala, Online (Seattle)
Qualification: B.A, B. Ed. (Social science)

Experience: Skills 👉 Class management 👉 Planning 👉 Curriculum knowledge 👉 Lesson delivery 👉 Evaluation Experience 👉 Teaching 5 classes of  more..

Jisney

Mobile: +91 98474 90866
Location: Thrissur, Online (Seattle)
Qualification: M.tech Applied electronics and communicatio n systems

Experience: 1 2 years experience(worked as Technical writer media assistant and developer trainee) completed certification course on manual and automation  more..

Najma

Mobile: +91 91884 77559
Location: Banglore, Online (Seattle)
Qualification: B.tech

Experience: Dear Sir I am writing to you to express interest in the position of Software testing I have 1 and  more..

Akshat

Mobile: +91 9895490866
Location: Chandigarh, Online (Seattle)
Qualification: B.tech

Experience: Flutter dart node js react  more..

Soumya

Mobile: +91 9446600368
Location: Karnataka, Online (Seattle)
Qualification: Msc mathematics and B. Ed

Experience: Am soumya I have 5 years of experience in teaching as maths teacher and 1 year as maths content developer  more..

Ankit

Mobile: +91 9446600368
Location: noida, Online (Seattle)
Qualification: MCA

Experience: python django(framwork) sql html css bootstrap git githubApplication for Python Django  more..

Shraddha

Mobile: +91 98474 90866
Location: Maharashtra, Online (Seattle)
Qualification: Bcs

Experience: Immediate joiner currently living in kolhapur having 3+ years of experience in manual testing and back-end testing in investment banking  more..

Keerthana

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (Seattle)
Qualification: MA English

Experience: 1 Facilitate interactive workshops and training sessions for educators promoting the effective implementation of teaching strategies technology integration and other  more..

Prashanth

Mobile: +91 9446600368
Location: Tamil Nadu, Online (Seattle)
Qualification: Bsc Computer Science

Experience: I have 3 years experienced in software developer My Key Skills are Python Django Rest Framework PostgreSQL   more..

praveen

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Seattle)
Qualification: B. E

Experience: I have four experience in telecom I have been completed the course of cisco networking |   more..

sujata

Mobile: +91 9446600368
Location: Himachal Pradesh, Online (Seattle)
Qualification: M.sc (I.T)

Experience: i have worked on Graphic Designing Mock-up design for ecommerce website Brochure Designing Poster Designing Logos Designing Illustrations Photo Manipulating  more..

Praveen

Mobile: +91 98474 90866
Location: Coimbatore, Online (Seattle)
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..

Priyanshu

Mobile: +91 89210 61945
Location: Delhi, Online (Seattle)
Qualification: Btech

Experience: I have experience of 2 7 year I work on both mobile and web applications In my current organisation I  more..

Christo

Mobile: +91 89210 61945
Location: Kerala, Online (Seattle)
Qualification: BTech Electronics & Communication

Experience: Experienced in seo smm sem and digital marketing training   more..

Rajendra

Mobile: +91 91884 77559
Location: Madhya Pradesh, Online (Seattle)
Qualification: Bachelor of Technology CSE-Data Science

Experience: Rajendra Dayma is a Computer Science & Engineering Data Science student at the Oriental Institute of Science and Technology Bhopal  more..

JITENDRA

Mobile: +91 8301010866
Location: Maharashtra, Online (Seattle)
Qualification: BSc I.T

Experience: I am a Software Test Engineer with over 2+ years of hands-on experience in the field of Software Testing specializing  more..

Surya

Mobile: +91 91884 77559
Location: Kerala, Online (Seattle)
Qualification: PG

Experience: I have 2 year experience of content development  more..

MOHAMED

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Seattle)
Qualification: Bsc Computer Technology

Experience: Python full stack developer fresher |   more..

Subhash

Mobile: +91 8301010866
Location: Kalol, Online (Seattle)
Qualification: BE(COMPUTER ENGINEERING)

Experience: I have 1 year and 7 months experience in python development as trainer I work with BrainyBeam technology pvt ltd  more..

Anju

Mobile: +91 89210 61945
Location: Thrissur, Online (Seattle)
Qualification: Degree

Experience: C c++ java html php Sql sas Application for Python Django  more..

Dibyendu

Mobile: +91 9446600368
Location: West Bengal, Online (Seattle)
Qualification: 12th pass

Experience: Working 1 year experience in wordpress site: I have one year of hands-on experience in developing and managing WordPress websites  more..

Monalisha

Mobile: +91 8301010866
Location: Maharashtra, Online (Seattle)
Qualification: Btech

Experience: Result-oriented QA Tester with 1 5years of experience in manual and automated testing Strong understanding of software development life cycle  more..

Ranjeet

Mobile: +91 9446600368
Location: Maharashtra, Online (Seattle)
Qualification: Graduate

Experience: Html css spring boot Java react js  more..

Mohammed

Mobile: +91 9446600368
Location: Kerala, Online (Seattle)
Qualification: bachelor

Experience: dart flutter firebase state management appwrite figma appstore integration team leading html web  more..

Jareesha

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

Experience: Leadership skill Communication skill Adaptability And I had done a internship in flutter at upcode and an internship in python  more..

Pooja

Mobile: +91 9895490866
Location: Trivandrum, Online (Seattle)
Qualification: BE

Experience: Dear Hiring Manager I am submitting my resume for the position of Software Tester As a skilled and highly educated  more..

Anjali

Mobile: +91 91884 77559
Location: Delhi, Online (Seattle)
Qualification: Graduate

Experience: As a graphic designer I pride myself on delivering comprehensive design solutions with punctuality and integrity My expertise spans various  more..

Jhansi

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

Experience: Basically I am a fresher I have good knowledge about web technologies like html css JavaScript angular bootstrap I want  more..

Amala

Mobile: +91 8301010866
Location: Andhra Pradesh, Online (Seattle)
Qualification: MCA

Experience: I have 2 years experience(6 months internship and 1 8 months full-time employee) as a team player test bugs reporting  more..

bhaghya

Mobile: +91 89210 61945
Location: sulthan bathery, Online (Seattle)
Qualification: msc computer science

Experience: skill in web designig wordpress knowledge in dream weaver ecplise experience of 3 months  more..

ASWIN

Mobile: +91 91884 77559
Location: Kerala, Online (Seattle)
Qualification: b tech in computer science

Experience: problem solving logical thinking problem solve using c and python  more..

Rajashekar

Mobile: +91 89210 61945
Location: Mysore, Online (Seattle)
Qualification: BE (Information science and engineering)

Experience: Shopify SEO on page SEO off page SEO link building techniques Graphic design photo shop Corealdraw  more..

Anand

Mobile: +91 8301010866
Location: Kerala, Online (Seattle)
Qualification: BCA

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

balbhushan

Mobile: +91 89210 61945
Location: Jaipur, Online (Seattle)
Qualification: B.tech

Experience: React js react native next js 3+ yrs of exp   more..

Chitransha

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

Experience: I have total 4 years of experience in Digital marketing but currently I want to switch in IT as a  more..

Sreehari

Mobile: +91 91884 77559
Location: Malappuram, Online (Seattle)
Qualification: Diploma

Experience: Good communication and nice team player and i completing my 6 month internship training in python DjangoApplication for Python Django  more..

Nupur

Mobile: +91 91884 77559
Location: Maharashtra, Online (Seattle)
Qualification: Diploma in computer engineering

Experience: Manual testing |   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 seattle
Internship/projects in seattle
Internship/projects in seattle
Internship/projects in seattle
Internship/projects in seattle
Internship/projects in seattle
Internship/projects in seattle
Internship/projects in seattle
Internship/projects in seattle
Internship/projects in seattle
Internship/projects in seattle
Internship/projects in seattle

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer