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 Pulau Ujong

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

  • 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 Pulau Ujong
Data Science 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. 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. 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. You'll have a personal mentor who will keep track of your development. 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. There are numerous reasons why you should take this course. To succeed as a data scientist, you must, nevertheless, make a particular effort to apply soft skills. Create data strategies with the help of team members and leaders.

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

Pratiksha

Mobile: +91 98474 90866
Location: Pune, Online (Pulau Ujong)
Qualification: Bca mba pursuing

Experience: 8 months experience as an seo trainee  more..

Amit

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

Experience: Core Java TestNg Selenium Web driver 9 years experience RestAssured API Automation testing 5 years experience Manual Testing 9 years  more..

Priya

Mobile: +91 9446600368
Location: Maharashtra, Online (Pulau Ujong)
Qualification: BE

Experience: Software Testing Manual testing Automation testing Java Selenium 06 months of experience at Dhoot transmission pvt ltd  more..

Krishna

Mobile: +91 98474 90866
Location: Telangana, Online (Pulau Ujong)
Qualification: B.Tech in computer Science engineering

Experience: Related to skills: I am intermediate in C language Intermediate in java Developer and Begineer in Web Development Apart from  more..

soham

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

Experience: Flutter java dart sql and having exprience as flutter intern at bincaps  more..

Risha

Mobile: +91 98474 90866
Location: Delhi, Online (Pulau Ujong)
Qualification: Bca 3 rd year

Experience: Basically i Fresher "I'm better at technical design because I have more experience with programming and problem-solving Additionally I love  more..

Savita

Mobile: +91 89210 61945
Location: Maharashtra, Online (Pulau Ujong)
Qualification: BCA

Experience: I have certified software testing certification Also I have knowledge about Java python html sql CPP API  more..

Thejus

Mobile: +91 9446600368
Location: Kerala, Online (Pulau Ujong)
Qualification: Bsc Computer science

Experience: Content creation Coding Ms office Communication Internship on full stack developer and Python django  more..

Mit

Mobile: +91 89210 61945
Location: Gujarat, Online (Pulau Ujong)
Qualification: B.E in Computer Engineering

Experience: I have a 1 9 years of experience in flutter and mobile applications development Skills: Node js flutter dart html  more..

Nanthagopal

Mobile: +91 9446600368
Location: Chennai, Online (Pulau Ujong)
Qualification: B.com

Experience: Software testing have a one 2years experience | Resume for   more..

ANJITH

Mobile: +91 91884 77559
Location: Andhra Pradesh, Online (Pulau Ujong)
Qualification: bachelor of engineering

Experience: java python c++ c sql database managment system data analysis   more..

Amar

Mobile: +91 9895490866
Location: Maharashtra, Online (Pulau Ujong)
Qualification: Bachelor of Engineering

Experience: Having 2 plus years of experience in software testing Experience in writing test cases review of test cases executing those  more..

Bhagyalakshmi

Mobile: +91 9895490866
Location: Tamil Nadu, Online (Pulau Ujong)
Qualification: Mcom CA computer applications

Experience: Html css javascript computer knowledge python full stack developer django SQL then I creat a new web framework project and  more..

Harshal

Mobile: +91 89210 61945
Location: Gujarat, Online (Pulau Ujong)
Qualification: MASTER OF COMPUTER APPLICATIONS

Experience: Senior android developer  more..

Kantubhuktha

Mobile: +91 9895490866
Location: Andhra Pradesh, Online (Pulau Ujong)
Qualification: Bachelor of Pharmacy

Experience: Storng communication skills time management hard working sdlc stlc testing postman manual testing  more..

Nachiappan

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Pulau Ujong)
Qualification: B.E-EEE

Experience: Skills & Experience: *Electrical and Electronics Engineering: Strong foundation in electrical circuits systems and electronics from B E in EEE  more..

Devendra

Mobile: +91 91884 77559
Location: Madhya Pradesh, Online (Pulau Ujong)
Qualification: Bsc cs

Experience: I am currently doing Bsc (CS)from Christian element college DAVV University Indore I have passion for becoming a software engineer  more..

Jaya

Mobile: +91 8301010866
Location: Odisha, Online (Pulau Ujong)
Qualification: PhD (Pursuing)

Experience: I have a strong understanding of the principles and practices of data analysis I am also proficient in using various  more..

angira

Mobile: +91 8301010866
Location: West Bengal, Online (Pulau Ujong)
Qualification: Graduate

Experience: I have profound knowledge in ccna red hat server and Microsoft Office | (Work from Home)  more..

Aliasgar

Mobile: +91 9895490866
Location: Maharashtra, Online (Pulau Ujong)
Qualification: 12th pass

Experience: Hello Sir Mam My name is Mohammed Kanchwala and I’m a Graphic Designer Motion Designer Video Editor and Digital Marketer  more..

Mustafa

Mobile: +91 9895490866
Location: Indore, Online (Pulau Ujong)
Qualification: B.C.A

Experience: I have 2 year of experience Skills: React js node js express mongodb and angular  more..

Omkar

Mobile: +91 8301010866
Location: Maharashtra, Online (Pulau Ujong)
Qualification: Bachelor's

Experience: I'm a proficient web developer with practical experience gained through an internship at IBM SkillsBuild & CSRBOX where he specialized  more..

Tom

Mobile: +91 91884 77559
Location: Kerala, Online (Pulau Ujong)
Qualification: MS Cs

Experience: PROFESSIONAL SUMMARY Dedicated IT Trainer with over 20 years of experience specializing in imparting knowledge in diverse domains such as  more..

ANJANEYA

Mobile: +91 9895490866
Location: Andhra Pradesh, Online (Pulau Ujong)
Qualification: Graduation in BTech

Experience: I have experience in software testing and data analytics in python in that course I completed my internship and projects  more..

Ansari

Mobile: +91 89210 61945
Location: Maharashtra, Online (Pulau Ujong)
Qualification: Bachelor of Engineering (IT)

Experience: I’m Ansari Mohd Zaid a recent computer science graduate with a strong passion for technology and problem-solving With skills in  more..

Kavita

Mobile: +91 8301010866
Location: Rourkela, Online (Pulau Ujong)
Qualification: B. Tech

Experience: 3 years of experience in content and creative writing web content creation email writing google ad campaign and programming languages  more..

Arathy

Mobile: +91 91884 77559
Location: Vaikom, Online (Pulau Ujong)
Qualification: BCA

Experience: Software testing internship at luminar Technolab kochi - five monthsApplication for Software Testing  more..

Sukhwinder

Mobile: +91 89210 61945
Location: Chandigarh, Online (Pulau Ujong)
Qualification: MSC IT

Experience: Seo on page off page google analytics Google excell power points Google ads ppc graphic designing and well as video  more..

Surya

Mobile: +91 8301010866
Location: Chennai, Online (Pulau Ujong)
Qualification: Bsc Computer Science

Experience: I have python with django 6 months of experience from pumo technovation institute I have also technical skills C C++  more..

vikas

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Pulau Ujong)
Qualification: Master degree

Experience: Customizing and configuring Odoo modules to meet client requirements Developing and implemeting new odoo modules providing technicel support and troubleshooting  more..

Suraj

Mobile: +91 91884 77559
Location: Maharashtra, Online (Pulau Ujong)
Qualification: BCS

Experience: I am a Python developer Some my skills like flask Django front-ens technology I worked as an jr Software engineer  more..

sayali

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

Experience: Black box testing regression testing smoke and sanity testing knowledge of SDLC & STLC | Resume for   more..

Muhammad

Mobile: +91 91884 77559
Location: Kerala, Online (Pulau Ujong)
Qualification: BCA

Experience: Technical Skills are React js Node js MongoDB html css javascript and bootstrap Soft skills are problem solving team work  more..

Divyanshu

Mobile: +91 89210 61945
Location: Uttarakhand, Online (Pulau Ujong)
Qualification: Btech CSE

Experience: Html css js sql php java c cpp  more..

Teja

Mobile: +91 98474 90866
Location: Hyderabad, Online (Pulau Ujong)
Qualification: Btech

Experience: Certification in ceh and ccna and mcse | Resume for   more..

Patel

Mobile: +91 89210 61945
Location: Gujarat, Online (Pulau Ujong)
Qualification: Diploma architect

Experience: I am fluent in AutoCAD sketch up 3dsmax and vray I have working experience from 2015 in architecture design work  more..

Ankit

Mobile: +91 9895490866
Location: Rajasthan, Online (Pulau Ujong)
Qualification: Graduate

Experience: My skills Python MySQL Django Html CSS JavaScript python and django both I have 1 5 year experience I built  more..

Sharmila

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Pulau Ujong)
Qualification: Be computer science

Experience: I have 1 2 years experience Skills : dart flutter state management getx provider bloc api sqllite shared preference MVC  more..

Amruth

Mobile: +91 9895490866
Location: Kerala, Online (Pulau Ujong)
Qualification: ITI - Computer Operator And Programming Assistant

Experience: Ms office Ms Excel Ms PowerPoint Ms Word Web development Html Css Javascript Nodejs SQL Databases Php Communication Fast Learner  more..

Priyadharshini

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Pulau Ujong)
Qualification: MCA

Experience: Good knowledge on SDLC STLC and BLC  1 year of experience in Software Testing with expertise in manual testing  more..

Jobin

Mobile: +91 89210 61945
Location: Kochi , Online (Pulau Ujong)
Qualification: BSC

Experience: Java sql selinium java script test planning test scripts manual and automation testing Luminar technolab kochiApplication for Software Testing  more..

Rucha

Mobile: +91 98474 90866
Location: Maharashtra, Online (Pulau Ujong)
Qualification: Post graduation

Experience: Software testing Black Box testing Regression testing Smoke testing Functional testing JIRA tool test case design test case execution bug  more..

Nancy

Mobile: +91 91884 77559
Location: Madhya Pradesh, Online (Pulau Ujong)
Qualification: Bachelor of technology

Experience: I have technical knowledge of Java oops SQL and frontend web development  more..

Nigarpreet

Mobile: +91 9895490866
Location: Punjab, Online (Pulau Ujong)
Qualification: Masters in IT

Experience: I have 8 years experience in teaching I worked as a trainer in Dr Reddys foundation as a skill development  more..

Shreshtha

Mobile: +91 8301010866
Location: Uttar Pradesh, Online (Pulau Ujong)
Qualification: MCA

Experience: Html css react node js mongodb  more..

Midhun

Mobile: +91 89210 61945
Location: Aroor, Online (Pulau Ujong)
Qualification: Diploma

Experience: python django sql c c++ 1 year experience in SFO technologies as a trainee (electronics manufacturing)Application for Python Django  more..

Dhruv

Mobile: +91 91884 77559
Location: Delhi, Online (Pulau Ujong)
Qualification: BCA

Experience: Html css js mern stack developer internet linux python  more..

gopal

Mobile: +91 91884 77559
Location: West Bengal, Online (Pulau Ujong)
Qualification: B.SC (General) & CEH certification in Cyber Security

Experience: I have knowledge of python C programming Ethical haking I have also strong interest of Bug bounty and penetration testing  more..

Surya

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

Experience: Experience in developing BDD scripts with Cucumber and Step Definition file • Experience in Build management tool Maven • Experience  more..

Sa6

Mobile: +91 89210 61945
Location: Kerala, Online (Pulau Ujong)
Qualification: Diploam

Experience: 3 yr in-hand experience in django developer at Epixel software solutions Html js css bootstrap ajax jqwery  more..

Dhayalan

Mobile: +91 91884 77559
Location: Bengaluru, Online (Pulau Ujong)
Qualification: B.E

Experience: Manual testing SDLC STLC selenium automation Python MySQL jiraApplication for Software Testing  more..

Nikita

Mobile: +91 9446600368
Location: Maharashtra, Online (Pulau Ujong)
Qualification: B.E. - Information technology

Experience: I have 2 3 years of experience in Software development I have worked on a Web Scraping project at LTiMindtree  more..

Abhinav

Mobile: +91 8301010866
Location: Delhi, Online (Pulau Ujong)
Qualification: B.Tech (CSE)

Experience: Conducted comprehensive vulenrability assessment and penetration testing of Web applications Android and API Proficient in understanding application level vulnerabilities like  more..

Adarsh

Mobile: +91 91884 77559
Location: Madhya Pradesh, Online (Pulau Ujong)
Qualification: Bcom graduate also have cchne certificate

Experience: linux system and server administrator Quick to adapt new concepts AWS Cloud Services : EC2 S3 Route53 VPC IAM CloudWatch  more..

Shah

Mobile: +91 89210 61945
Location: Maharashtra, Online (Pulau Ujong)
Qualification: B.tech

Experience: Fresher Communication skills Personality developments Software developer Coder programmer Etc   more..

Jabanesh

Mobile: +91 98474 90866
Location: Tamil Nadu, Online (Pulau Ujong)
Qualification: Btech

Experience: Java selenium manual testing performance testing  more..

tejaswini

Mobile: +91 91884 77559
Location: Maharashtra, Online (Pulau Ujong)
Qualification: M.A

Experience: Graphic design Canva SMM  more..

Sushant

Mobile: +91 8301010866
Location: Maharashtra, Online (Pulau Ujong)
Qualification: BSc It

Experience: AWS Devops frontend development net development  more..

Anjitha

Mobile: +91 8301010866
Location: Kerala, Online (Pulau Ujong)
Qualification: Master degree in science

Experience: Working as a skill development faculty in Goan Institution since 2023 june To develop soft skill and life skill through  more..

Rajin

Mobile: +91 8301010866
Location: Kakkanad, Online (Pulau Ujong)
Qualification: B tech

Experience: 2 year experience in manual testing and currently done automation testing looking more Opportunitys  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 pulau-ujong
Internship/projects in pulau-ujong
Internship/projects in pulau-ujong
Internship/projects in pulau-ujong
Internship/projects in pulau-ujong
Internship/projects in pulau-ujong
Internship/projects in pulau-ujong
Internship/projects in pulau-ujong
Internship/projects in pulau-ujong
Internship/projects in pulau-ujong
Internship/projects in pulau-ujong
Internship/projects in pulau-ujong

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer