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 Napier

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

  • 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 Napier
Data Science 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. Create data strategies with the help of team members and leaders. 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. There are numerous reasons why you should take this course. 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. 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 Napier. To find trends and patterns, use algorithms and modules. You'll have a personal mentor who will keep track of your development. Experts provide immersive online instructor-led seminars. Effectively analyze both organized and unstructured data Create strategies to address company issues.

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

Geeta

Mobile: +91 91884 77559
Location: Karnataka, Online (Napier)
Qualification: BE

Experience: I have total 3 years of experience I am eager to learn new Technologies and I want to develop my  more..

Vivek

Mobile: +91 89210 61945
Location: Gujarat, Online (Napier)
Qualification: Mca

Experience: Flutter developer react native  more..

Vikash

Mobile: +91 9895490866
Location: Bihar, Online (Napier)
Qualification: B.tech

Experience: I am an experienced wordpress developer seeking for new opportunity   more..

NEETA

Mobile: +91 8301010866
Location: Delhi, Online (Napier)
Qualification: B.TECH

Experience: I have 4 6 yrs experience as frontend developer and worked on skills like html css tailwind css javascript typescript  more..

Md

Mobile: +91 89210 61945
Location: Bihar, Online (Napier)
Qualification: Bca

Experience: My skill is python c c++ I am very hard working i have leader ship quality  more..

Salman

Mobile: +91 89210 61945
Location: Karnataka, Online (Napier)
Qualification: 12+

Experience: I have total 5+ years expirence Desktop support and networking in Wipro DNA |   more..

MEHANATHAN

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (Napier)
Qualification: B.E

Experience: Recently I havecompleted my technical programing course "Java Fullstack Development" in Q-spiders Chennai so i have good knowledge of java  more..

Vaishnavi

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

Experience: I have 1 5 year experience in Manual testing I have strong knowledge of SDLC and STLC having strong knowledge  more..

Abhinav

Mobile: +91 9446600368
Location: Kerala, Online (Napier)
Qualification: Btech

Experience: Flutter-1 experience Web development-1 Python -2  more..

Hasna

Mobile: +91 98474 90866
Location: India , Online (Napier)
Qualification: BTech CSE

Experience: I have worked as an IT Executive Iam very familiar with the programming languages C Java Python and HTML   more..

Vishakha

Mobile: +91 89210 61945
Location: Maharashtra, Online (Napier)
Qualification: B.E

Experience: 1 years of experience in Manual Testing Functional testing API testing and Automaton Testing(Selenium WebDriver with Cucumber) Having Experience in  more..

Kanchan

Mobile: +91 9446600368
Location: Maharashtra, Online (Napier)
Qualification: BE computer

Experience: Worked as software testing trainer in seed infotech  more..

Ayushi

Mobile: +91 89210 61945
Location: Rajasthan, Online (Napier)
Qualification: B.tech

Experience: Designed and maintained websites for clients Designed many websites using html css bootstrap and JavaScript Implemented custom features and functionality  more..

Darshan

Mobile: +91 91884 77559
Location: Karnataka, Online (Napier)
Qualification: Diplomo

Experience: Manual testing Jira Selenium Java Automation Testing  more..

Megha

Mobile: +91 8301010866
Location: Alappey , Online (Napier)
Qualification: Btech

Experience: I am having one year experience in software development I am familiar with technologies such as html css js Python  more..

ANJU

Mobile: +91 9446600368
Location: Kochi, Online (Napier)
Qualification: Mtech

Experience: • Good Knowledge of Software Development Life Cycle and Software Test Life Cycle • Knowledge of Various SDLC Models Test  more..

JETHIN

Mobile: +91 98474 90866
Location: Thrissur, Kerala, Online (Napier)
Qualification: Diploma, pursuing BE-ECE

Experience: I have Experience in testing IApplication for Software Testing  more..

Rakhi

Mobile: +91 89210 61945
Location: West Bengal, Online (Napier)
Qualification: Highest secondary

Experience: 2 years experience Skills - visiting card poster design t-shirt design magazine motion graphics 3D Titleing photo editing magazine cover  more..

Danish

Mobile: +91 89210 61945
Location: Jammu and Kashmir, Online (Napier)
Qualification: BCA

Experience: Proficient computer Knowledge Proficient in MS Office Good Typing Speed Proficient in Inpage Reporting template development Committed and Dedicated to  more..

Gayathri

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

Experience: Manual & automation testing  more..

Tanushree

Mobile: +91 91884 77559
Location: Odisha, Online (Napier)
Qualification: B.Tech

Experience: 3 months of experience of manual testing test cases test reports end-to-end testing etc python SQL excel data management  more..

Rajkumari

Mobile: +91 98474 90866
Location: Maharashtra, Online (Napier)
Qualification: MSC computer science

Experience: Html css bootstrap flutter dart javascript json |   more..

Priya

Mobile: +91 9895490866
Location: Banglore, Online (Napier)
Qualification: BTech IT

Experience: C sharp asp Net mvc 2 5 yr experience  more..

gaurav

Mobile: +91 91884 77559
Location: gaya, Online (Napier)
Qualification: BE

Experience: python django mysqlApplication for Python Django  more..

Padma

Mobile: +91 89210 61945
Location: Hyderabad, Online (Napier)
Qualification: Btech

Experience: I have good knowledge in software testing i have experience on xml Application for Software Testing  more..

Meenakshi

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

Experience: Manual testing Smoke Testing Sanity Testing Database Testing Performance testing Functional Testing Integration testing User Interface Testing Retesting Regression testing  more..

Sandra

Mobile: +91 98474 90866
Location: Kerala, Online (Napier)
Qualification: Msc.bioinformatics

Experience: Multitasking adaptable to any environment fast learner good listening skills time management and programming skills this involves python R C  more..

David

Mobile: +91 9446600368
Location: Karnataka, Online (Napier)
Qualification: BSc in Visual communication and BEd

Experience: Understand software development methods (e g Waterfall Agile) and how testing fits into them Create comprehensive test plans define objectives  more..

Rajendra

Mobile: +91 9895490866
Location: Madhya Pradesh, Online (Napier)
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..

Veena

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

Experience: Knowledge of python Machine learning sql(fresher)  more..

Nilam

Mobile: +91 91884 77559
Location: Gujarat, Online (Napier)
Qualification: M.Sc ( CA & IT )

Experience: Total Experience: 8 5 Years in QA Skills: Software testing Manual testing Review Requirements Client Communication SDLC STLC Bug Life  more..

Shatakshi

Mobile: +91 9446600368
Location: Madhya Pradesh, Online (Napier)
Qualification: Bsc In computer science

Experience: Functional testing non functional testing white box testing regression testing end to end testing API testing agile methodology SDLc stlc  more..

Kamaldeep

Mobile: +91 91884 77559
Location: Jammu and Kashmir, Online (Napier)
Qualification: Bachelor in journalism, English

Experience: I am skilled in: Content writing Blog writing Blog development Product description writing Article writing writing stories poems reports   more..

SAVITA

Mobile: +91 98474 90866
Location: Maharashtra, Online (Napier)
Qualification: Be

Experience: I have 1 year experience in PHP developer   more..

Anjali

Mobile: +91 91884 77559
Location: Haryana, Online (Napier)
Qualification: Masters

Experience: I have teaching experience of five years I have worked as a content writer content developer subject matter expert public  more..

Tamilselvi

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

Experience: Java SQL manual testing selenium TestNG API GitHub |   more..

Ambili

Mobile: +91 8301010866
Location: Kerala, Online (Napier)
Qualification: B.tech

Experience: I have 1 year experience in Manual testing and studied Automation tool(Robot framework)  more..

Prateek

Mobile: +91 91884 77559
Location: Chandigarh, Online (Napier)
Qualification: Undergraduate

Experience: Join as a learner not as a professional I need python developer training  more..

Sanvi

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Napier)
Qualification: Doing my graduation

Experience: With 3 5 years of experience as a graphic designer I bring a proven track record of creating visually compelling  more..

Pannati

Mobile: +91 98474 90866
Location: Telangana, Online (Napier)
Qualification: B. Sc computer science

Experience: I have worked on OTT Platform development  more..

Varun

Mobile: +91 9895490866
Location: Gujarat, Online (Napier)
Qualification: BTech Mechanical Engineer

Experience: Dear HR I am writing to express my interest in the AWS Cloud Engineer With a strong background in AWS  more..

Anjana

Mobile: +91 89210 61945
Location: Kerala, Online (Napier)
Qualification: Msw, MPhil

Experience: Dear Admin I am writing to express my strong interest in exploring career opportunities within the livelihood sector My 3  more..

Naveen.k.k

Mobile: +91 91884 77559
Location: Haryana, Online (Napier)
Qualification: 12th

Experience: I’m a Front end developer who constructs the frontend piece of sites and web applications — the part clients see  more..

Sharvari

Mobile: +91 9895490866
Location: Maharashtra, Online (Napier)
Qualification: BTech in civil engineering

Experience: I have proficiency in Manual testing basic knowledge of Automation testing (selenium with java) knowledge of Api postman exposure to  more..

Ahamed

Mobile: +91 9895490866
Location: Kerala, Online (Napier)
Qualification: Bcom with Computer Application

Experience: Web Application Penetration testing Network penetration testing Linux Worked on a VAPT project Worked on developing a command-line tool Able  more..

Ridam

Mobile: +91 8301010866
Location: Maharashtra, Online (Napier)
Qualification: Bachelor of engineering

Experience: Python django sql html github basic knowledge of manual testing  more..

Aman

Mobile: +91 9895490866
Location: Kerala, Online (Napier)
Qualification: B.TECH IN MECHATRONICS

Experience: Completed a 3 months internship on python  more..

Shrilekha

Mobile: +91 89210 61945
Location: Madhya Pradesh, Online (Napier)
Qualification: Mtech

Experience: 2 years experience in manual testing and automation testing |   more..

Lalita

Mobile: +91 9446600368
Location: Maharashtra, Online (Napier)
Qualification: MSc computer

Experience: Manual testing API testing SDLC STLC Automation testing along with the Selenium with Java |   more..

Sonam

Mobile: +91 98474 90866
Location: Uttar Pradesh, Online (Napier)
Qualification: B-tech

Experience: I have 2 6 years working experience as dot net developer and I have skills in asp net c# sql  more..

Prathamesh

Mobile: +91 9446600368
Location: Maharashtra, Online (Napier)
Qualification: BTech

Experience: I have basic skills of python language and i don't have any experience |   more..

Kiran

Mobile: +91 89210 61945
Location: Hyderabad, Online (Napier)
Qualification: BE

Experience: I have practical knowledge on python and front end technology Skills are Python sql Html css Bootstrap JavaScript Application for  more..

Neju

Mobile: +91 9446600368
Location: Chhattisgarh, Online (Napier)
Qualification: MSc computer science

Experience: Skill set -8051 Arduino ESP 32 Blynk IoT platform keil compiler tinkercad proteus multisim ultiboard Embedded C and assembly language  more..

Umaira

Mobile: +91 98474 90866
Location: Maharashtra, Online (Napier)
Qualification: B. E computer science

Experience: I am an innovative Front End Developer and Wordpress with 4 years experience building and maintaining responsive websites in the  more..

Pramod

Mobile: +91 91884 77559
Location: Karnataka, Online (Napier)
Qualification: B.E

Experience: Manual Testing- 1 Strong knowledge of SDLC 2 Sound knowledge in Smoke Functional Integration System Testing 3 Strong knowledge of  more..

Dhanalakshmi

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (Napier)
Qualification: Mphil

Experience: Provisioning the EKS Kubernetes clusters and worked with K8S Manifest Files Proficient in writing Kubernetes manifest files for various resources  more..

Arpit

Mobile: +91 91884 77559
Location: Himachal Pradesh, Online (Napier)
Qualification: B. Tech in Computer science engineering

Experience: Manual Testing Jira Integration testing Smoke testing Digital Marketing Wordpress  more..

sailakshmi

Mobile: +91 91884 77559
Location: auckland, Online (Napier)
Qualification: mtech

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

Birari

Mobile: +91 9446600368
Location: Pune, Online (Napier)
Qualification: MCA

Experience: Understanding and knowledge of Python C C++ Java Excel in organizing and documenting capabilities Technical and analytical approach in work  more..

Neha

Mobile: +91 91884 77559
Location: Indore, Online (Napier)
Qualification: b.tech

Experience: I am Neha Dhanuk and I am fresher I am from khandwa but currently living in Indore I have completed  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 napier
Internship/projects in napier
Internship/projects in napier
Internship/projects in napier
Internship/projects in napier
Internship/projects in napier
Internship/projects in napier
Internship/projects in napier
Internship/projects in napier
Internship/projects in napier
Internship/projects in napier
Internship/projects in napier

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer