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 Loyang

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

  • 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 Loyang
Data Science There are numerous reasons why you should take this course. Identify and collect data from data sources. 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. 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. 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. 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 Loyang. This finest Data Science course was built with the needs of businesses in mind when it comes to the field of Data Science. Effectively analyze both organized and unstructured data Create strategies to address company issues. 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 Loyang. Cleaning and validating data to ensure that it is accurate and consistent.

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

Rockson

Mobile: +91 8301010866
Location: Tamil Nadu, Online (Loyang)
Qualification: Bsc computer science

Experience: I completed manual testing and java course in qspider I have a good knowledge in Sdlc(software development life cycle) stlc  more..

mohd

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

Experience: Python full-stack developer django MySQL React javascript  more..

Jerlin

Mobile: +91 98474 90866
Location: Tamil Nadu, Online (Loyang)
Qualification: B.E(ECE)

Experience: SKILLS ▪ Manual Testing (Azure DevOps) ▪ Automation Testing (Cypress) ▪ API Testing (Postman) ▪ Core Java (Apache POI) ▪  more..

Talha

Mobile: +91 9446600368
Location: Maharashtra, Online (Loyang)
Qualification: BSC CS

Experience: Basic of cyber security ethical hacking networking linux python   more..

Rifayudeen

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

Experience: I have 2 years experience in Equipment design and also in sheet cutting |   more..

Satish

Mobile: +91 91884 77559
Location: Maharashtra, Online (Loyang)
Qualification: Graduate

Experience: Have a year an experience of web developer at sahasrara metatech pvt ltd and about my skills python django SQL  more..

Vrushali

Mobile: +91 98474 90866
Location: Pune, Online (Loyang)
Qualification: BE Computer

Experience: I have completed my graduation in Computer Engineering with securing first class I have completed Software Testing using Selenium Web  more..

Kunal

Mobile: +91 91884 77559
Location: Madhya Pradesh, Online (Loyang)
Qualification: Bachelor

Experience: I'm good in manual testing I have good understand in software testing mobile app testing white and black box testing  more..

Ahamed

Mobile: +91 9895490866
Location: Kochi, Kerala, Online (Loyang)
Qualification: Master’s Degree

Experience: I'm Ahamed Safwan a versatile creative professional with expertise in graphic design video editing motion graphics animation and website development  more..

Gauthamkp

Mobile: +91 91884 77559
Location: Kerala, Online (Loyang)
Qualification: Diploma

Experience: Graphic design  more..

suraj

Mobile: +91 89210 61945
Location: Bihar, Online (Loyang)
Qualification: Diploma in computer science eng

Experience: 2 years experience coding and wordpress  more..

Pawan

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Loyang)
Qualification: Flutter Developer

Experience: I have 6 month experience in flutter Development Skills Flutter Firebase HTML CSS Rast API  more..

Dipanshu

Mobile: +91 9446600368
Location: Rajasthan, Online (Loyang)
Qualification: B.Des M.Des and B.A

Experience: Graphic Design Mastery: In my role I spearheaded numerous graphic design projects that ranged from creating compelling social media content  more..

Swaroop

Mobile: +91 91884 77559
Location: Maharashtra, Online (Loyang)
Qualification: B. Tech (CSE)

Experience: I've good software testing skills I've good presentation skills |   more..

Anees

Mobile: +91 98474 90866
Location: Tamil Nadu, Online (Loyang)
Qualification: B.com

Experience: I don't have any experience in working but I have a skills of marketing business development and management  more..

Poulami

Mobile: +91 8301010866
Location: West Bengal, Online (Loyang)
Qualification: B.Tech

Experience: Html css bootstrap jquery javascript figma photoshop scss wordpress Elementor webflow  more..

Mayank

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Loyang)
Qualification: MCA - Cyber Security

Experience: Cyber security Intern May 2024 - Present Gehi and Associates (US) Monitor computer networks for suspicious activities analyze security incidents  more..

Ashish

Mobile: +91 89210 61945
Location: Punjab, Online (Loyang)
Qualification: Btech cse

Experience: Hello! I'm Ashish a dedicated software developer with two years of hands-on experience in NET Core SQL NET Web API  more..

Vivek

Mobile: +91 98474 90866
Location: Mumbai, Online (Loyang)
Qualification: Bsc IT

Experience: Skills :- Java software testing (Manual+automation) jmetre SQL Jira zNS office Excel Application for Software Testing  more..

Akash

Mobile: +91 9446600368
Location: Maharashtra, Online (Loyang)
Qualification: Mca

Experience: Proficient in HTML CSS JavaScript and Python I possess a versatile skill set ideal for web development and beyond With  more..

Vasanthi

Mobile: +91 9895490866
Location: Tamil Nadu, Online (Loyang)
Qualification: BCA

Experience: One year BPO telecalling work and marketing analyst in work from home job programing language python in basic knowledge and  more..

Ajomol

Mobile: +91 98474 90866
Location: Kottayam, Online (Loyang)
Qualification: MCA

Experience: 3 yr experence as python django trainer in spectrum soft tech solutions (till now) 2 yr experiance as software developer  more..

Muskaan

Mobile: +91 98474 90866
Location: Karnataka, Online (Loyang)
Qualification: Masters in Science

Experience: A highly competent and enthusiastic science major with good soft skills in research & development I intend to be a  more..

V.Deepak

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

Experience: Skill-python html css js  more..

Kaviyarasan

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Loyang)
Qualification: Bachelor's Degree

Experience: With six months of industry experience and one year as a freelance graphic designer I have collaborated with diverse clients  more..

Anwar

Mobile: +91 9895490866
Location: Mangalore, Online (Loyang)
Qualification: Diploma

Experience: Skills Photoshop Illustrated Light room Canva In design Maya 3d After effects I am having 8 months of work experience  more..

Pankaj

Mobile: +91 91884 77559
Location: Faridabad, Online (Loyang)
Qualification: B.sc computer science

Experience: I am a UI UX designer I do work in html css js bootstrap jquery I have 3 years experience  more..

Shabduli

Mobile: +91 98474 90866
Location: Maharashtra, Online (Loyang)
Qualification: BSc

Experience: Adobe Photoshop Adobe Illustrator Adobe In design Canva Figma with 1 6 years of experience  more..

Shiva

Mobile: +91 9446600368
Location: Kerala, Online (Loyang)
Qualification: bsc.computer science

Experience: Proficient in HTML CSS and Bootstrap for crafting visually appealing and responsive user interfaces Skilled in Python and Django for  more..

Anurag

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

Experience: Ability to design and structure lessons that align with educational standards making complex topics more approachable for students  more..

Konatham

Mobile: +91 91884 77559
Location: Chennai, Online (Loyang)
Qualification: B.Tech

Experience: Manual and automation testing I have 6 months experience in quality testing | Resume for   more..

Diksha

Mobile: +91 9446600368
Location: Noida, Online (Loyang)
Qualification: Btech

Experience: Skills = Sdlc Stlc Agile methodologies Selenium web driver functional testing non functional testing web and app testing Experience =  more..

Risal

Mobile: +91 91884 77559
Location: Kerala, Online (Loyang)
Qualification: Bsc computer science

Experience: I have 6 months experience in software testing at luminar technolab i have the knowledge in manual testing and automation  more..

Akash

Mobile: +91 9446600368
Location: Kannur, Online (Loyang)
Qualification: BCA

Experience: Im a fresher in cybersecurity having a strong foundation in programming languages like Python understanding networking basics knowledge of operating  more..

Abdul

Mobile: +91 9895490866
Location: New delhi, Online (Loyang)
Qualification: MCA

Experience: Python developer | Resume for Application for Python Django  more..

Mahesh

Mobile: +91 89210 61945
Location: Uttar Pradesh, Online (Loyang)
Qualification: BTech(cs)

Experience: I have used Java and Kotlin with MVVM MVC Architecture I have integrated Metamask ( Blockchain Wallet) Stripe Payment Sdk  more..

chandru

Mobile: +91 8301010866
Location: Puducherry, Online (Loyang)
Qualification: b.tech CSE

Experience: Skills --Automation testing(Seleninum with java) Manual testing Sql |   more..

Basil

Mobile: +91 9446600368
Location: Kerala, Online (Loyang)
Qualification: B.Tech

Experience: Python developer with expertise in Django skilled in web development backend programming and database management |   more..

Saurabh

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

Experience: I have strong practice in Autocad design also design skill |   more..

Ayisha

Mobile: +91 91884 77559
Location: Cochin, Online (Loyang)
Qualification: MSC computer science

Experience: I am full stack developer with 3+ years experience and I have 2+ years experience in asp net MVC developer  more..

Mayur

Mobile: +91 89210 61945
Location: Pune, Online (Loyang)
Qualification: Bsc computer

Experience: I have 2yers of experience in front-end development in html css Javascript Bootstrap angular Css3 Html5 jquery   more..

ASWATHI

Mobile: +91 91884 77559
Location: Kerala, Online (Loyang)
Qualification: Btech

Experience: python database api css html |   more..

Krati

Mobile: +91 8301010866
Location: Uttar Pradesh, Online (Loyang)
Qualification: 12th pass

Experience: * Proficient in Java * Content Writing * Beginner in front end development * Team work and Outreach Programs   more..

Akash

Mobile: +91 9446600368
Location: Uttar Pradesh, Online (Loyang)
Qualification: Bsc

Experience: I am having more than 5 years of experience Key Skills: Logo design banner design social media posters flex design  more..

Ajay

Mobile: +91 89210 61945
Location: Kerala, Online (Loyang)
Qualification: MCA

Experience: I have 5 months of experience in flutter and dart for the backend development I have knowledge about firebase I  more..

Gurleen

Mobile: +91 8301010866
Location: Punjab , Online (Loyang)
Qualification: Pursuing B.Tech Information Technology

Experience: Good at programming tasks and projects A great knowledge about digital marketing Want a chance to uplift my skills   more..

Shraddha

Mobile: +91 91884 77559
Location: Maharashtra, Online (Loyang)
Qualification: Bscit

Experience: With 2 years of E-commerce Software Testing experience I specialize in Functional and Non-Functional Testing including web service testing using  more..

Shubhangi

Mobile: +91 89210 61945
Location: Maharashtra, Online (Loyang)
Qualification: MSc computer science

Experience: Manual testing Smoke testing Sanity testing Regression testing  more..

Sayooj

Mobile: +91 9895490866
Location: Vatakara , Online (Loyang)
Qualification: BSc Computer science

Experience: Html 5 css5 javascript python django Bootstrap Angular git MysqlApplication for Python Django  more..

Thasneem

Mobile: +91 9895490866
Location: Kerala, Online (Loyang)
Qualification: M.Sc, B.Ed, KTET 2&3

Experience: I am a person who is highly motivated and passionated to teaching My goal is to create a positive impact  more..

Kiran

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

Experience: Manual testing Automation testing Mysql Testng java selenium |   more..

richertlawrence

Mobile: +91 8301010866
Location: Tamil Nadu, Online (Loyang)
Qualification: Diploma in computer engineering

Experience: Adobe Photoshop Adobe Illustrator Adobe animate ms office pc building software testing 1 years of experienced  more..

Amit

Mobile: +91 9895490866
Location: Noida, Online (Loyang)
Qualification: B.sc

Experience: Manual testing sdlc stlc writing test cases automation tool quality assurance | Resume for   more..

Yogesh

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

Experience: C# c html css JavaScript jQuery react bootstrap Experience 0 year  more..

Ganesh

Mobile: +91 89210 61945
Location: Maharashtra, Online (Loyang)
Qualification: B.Sc Computer science

Experience: Strong knowledge in Python programming Django PyQt5 and OOPS concepts Experienced in creating GUI applications using PyQt5 Developed File Converter  more..

ritesh

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Loyang)
Qualification: Bachelor's degree ( BTech)

Experience: Skills - SDLC STLC test cases agile testing Zephyr scale postman API testing bug tracking team handling SQL jira Experience  more..

Amol

Mobile: +91 91884 77559
Location: Pune, Online (Loyang)
Qualification: Msc computer science

Experience: Photoshop canva indesign video edting social media google ads seo html XML tagging  more..

Varikuppala

Mobile: +91 98474 90866
Location: Hyderabad, Online (Loyang)
Qualification: B-tech

Experience: I am a fresher and my skills are I have good knowledge on manual testing and automation testing with seleniumApplication  more..

Kanchan

Mobile: +91 9895490866
Location: Noida, Online (Loyang)
Qualification: B-Tech

Experience: Results-driven software developer with 1 year of experience in full-stack development Proficient in Java language Committed to excellence innovation and  more..

Sarika

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

Experience: Manual testing SDLC STLC black box testing functional testing sanity testing smoke testing Database testing regression testing retesting SQL Hpalm  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 loyang
Internship/projects in loyang
Internship/projects in loyang
Internship/projects in loyang
Internship/projects in loyang
Internship/projects in loyang
Internship/projects in loyang
Internship/projects in loyang
Internship/projects in loyang
Internship/projects in loyang
Internship/projects in loyang
Internship/projects in loyang

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer