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 Trivandrum

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

  • 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 Trivandrum
Data Science 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. 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. This curriculum prepares you to work in a variety of Data Science professions and earn top-dollar wages. 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 Trivandrum. 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. Identify and collect data from data sources. There are numerous reasons why you should take this course. 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. . Experts provide immersive online instructor-led seminars.

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

Neethu

Mobile: +91 98474 90866
Location: Karnataka, Online (Trivandrum)
Qualification: Bsc

Experience: Manual testing sql core java selenium Currently i working test engineer intern in xiaomi private technology bangalore |   more..

Rajesh

Mobile: +91 9895490866
Location: Uttar Pradesh, Online (Trivandrum)
Qualification: Graduation

Experience: I have 8 years of experience in digital marketing creative and design also working on photoshop illustration video editing logo  more..

Bhaskar

Mobile: +91 89210 61945
Location: Hyderabad , Online (Trivandrum)
Qualification: BSc.Computer Science

Experience: I trained in html css javascript reactJS through next wave CCBP 4 0 i am fresher and i am looking  more..

Aiswarya

Mobile: +91 9895490866
Location: Calicut , Online (Trivandrum)
Qualification: BTech

Experience: Java Core java Manual Testing Functional and non-functional testing Basics of Git and Maven Project   more..

Nikhil

Mobile: +91 91884 77559
Location: Pune, Online (Trivandrum)
Qualification: MSC computer science

Experience: I have knowledge about manual testing Jira tool | Resume for Application for Software Testing  more..

Vishal

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

Experience: Hello Sir I Already explain my Skills And Work Experience in My CV I have done basic knowledge course of  more..

Pooja

Mobile: +91 89210 61945
Location: Maharashtra, Online (Trivandrum)
Qualification: Be(cs)

Experience: I have sound knowledge of python django MySQL javascript I worked as an intern in Techspawn solutions pvt Ltd   more..

Doddi

Mobile: +91 8301010866
Location: Hyderabad, Online (Trivandrum)
Qualification: B.Tech

Experience: I conducted comprehensive testing on various applications including web applications APIs and mobile applications I gained hands-on experience in identifying  more..

Dhrubajyoti

Mobile: +91 91884 77559
Location: Assam, Online (Trivandrum)
Qualification: Masters in Information Technology

Experience: 1 Communication skills 2 Good Team player 3 Quick learner 3 MS Outlook teams 4 ERP odoo  more..

Sanjiv

Mobile: +91 9895490866
Location: Uttar Pradesh, Online (Trivandrum)
Qualification: B.Tech

Experience: My name is Sanjiv Kumar Varma I have 3 year of experience in manual testing I am interested for this  more..

Saif

Mobile: +91 9446600368
Location: Haryana, Online (Trivandrum)
Qualification: b.e

Experience: python django html css javascript docker aws  more..

Rasla

Mobile: +91 89210 61945
Location: Kerala, Online (Trivandrum)
Qualification: Mtech

Experience: Skills: Technical expertise Problem solving skills attention to detail creativity in design adaptability Experience: AutoCAD ETABS ANSYS STAAD Pro MS  more..

Sulfikkar

Mobile: +91 91884 77559
Location: Kakkanad , Online (Trivandrum)
Qualification: BCA

Experience: Work under pressure creativity knowledge about python django full stack web development completed 6 month internship in Luminar Technolab Application  more..

Musafar

Mobile: +91 9446600368
Location: Kerala, Online (Trivandrum)
Qualification: Bsc computer science

Experience: With one year of experience in Flutter development I have gained proficiency in building responsive and user-friendly applications My skills  more..

bharat

Mobile: +91 89210 61945
Location: Bengaluru , Online (Trivandrum)
Qualification: graduation

Experience: digital marketing SEM Social media marketing wordpress   more..

Narendra

Mobile: +91 98474 90866
Location: Andhra Pradesh, Online (Trivandrum)
Qualification: Ece

Experience: QA manual Testing And API testing |   more..

Akash

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

Experience: My skills are java MySql Kotlin Android studio and 6 month experience in Android development   more..

Radha

Mobile: +91 98474 90866
Location: Telangana, Online (Trivandrum)
Qualification: B.tech

Experience: Cyber security penetration testing and networking  more..

Jaydeep

Mobile: +91 89210 61945
Location: Ghatlodia Ahmedabad , Online (Trivandrum)
Qualification: Diploma mechanical

Experience: 20 plus year in Drafting and design   more..

Rupali

Mobile: +91 91884 77559
Location: Assam, Online (Trivandrum)
Qualification: Greduate

Experience: I worked as Freelancer for one year and worked in a company for one year In total I have two  more..

kiran

Mobile: +91 89210 61945
Location: Maharashtra, Online (Trivandrum)
Qualification: BE

Experience: Experienced Manual Tester specializing in function and UI testing for web and mobile applications With 1 9 years of professional  more..

Firdose

Mobile: +91 8301010866
Location: India , Online (Trivandrum)
Qualification: Bsc

Experience: Canva Pro Designer With more than 3 years experience Social media design logo design graphic design poster making and so  more..

Harshvardhan

Mobile: +91 98474 90866
Location: Maharashtra, Online (Trivandrum)
Qualification: B.tech

Experience: CCNA CEH VAPT - network web application android  more..

VIVEK

Mobile: +91 91884 77559
Location: Bihar, Online (Trivandrum)
Qualification: B.Arch

Experience: Architect with 6+ years of experience preparing working drawings Skilled at performing design calculations and proficient in AutoCAD Sketch-up Lumion  more..

Bhakti

Mobile: +91 9446600368
Location: Pune, Online (Trivandrum)
Qualification: BE

Experience: 2 years experience in software testing and quality assurance experience in manual testing automation testing core javaApplication for Software Testing  more..

Gurpreet

Mobile: +91 98474 90866
Location: Mohali, Online (Trivandrum)
Qualification: Msc computer science

Experience: Android flutter dart payments gateway notification google map socket  more..

soni

Mobile: +91 89210 61945
Location: Gujarat, Online (Trivandrum)
Qualification: Master of science in information technology

Experience: I have relevant experience in internship with python project recently I finished one project online earth movers booking End I  more..

Yousuf

Mobile: +91 8301010866
Location: Bangalore, Online (Trivandrum)
Qualification: BCA

Experience: c c++ java javascript php Tally Assmebly Languages   more..

Khunt

Mobile: +91 91884 77559
Location: Surat, Online (Trivandrum)
Qualification: Senior Flutter Developer

Experience: 2 year + Experience with 2 IT Company and 1 Non IT Company Flutter Dart SQLite Firebase REST-API and families  more..

Rohit

Mobile: +91 9446600368
Location: Chandigarh, Online (Trivandrum)
Qualification: Bcom

Experience: Manual testing functional testing |   more..

Moganapriya.S

Mobile: +91 89210 61945
Location: Karnataka, Online (Trivandrum)
Qualification: M.Phil Biotechnology

Experience: I have 3 years experience in teaching and guided the teacher on their skill development   more..

Athulya

Mobile: +91 98474 90866
Location: Kozhikode, Online (Trivandrum)
Qualification: Msc Computer Science

Experience: My name is Athulya A I am writing this letter to ex I have completed a 6- month internship in  more..

Barsopiya

Mobile: +91 8301010866
Location: Gujarat, Online (Trivandrum)
Qualification: Msc. It&ca

Experience: I have 2 year's of experience in Android native and also have 1 5 year's experience in flutter  more..

Saud

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

Experience: "I am dedicated to ensuring the highest quality in our software products and take pride in delivering exceptional results for  more..

Rockson

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (Trivandrum)
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..

Srushti

Mobile: +91 91884 77559
Location: Maharashtra, Online (Trivandrum)
Qualification: Bsc 2nd year

Experience: I’m best in logo design social media post banner corporative works design vector digital painting and many more  more..

Mamta

Mobile: +91 9895490866
Location: Dhanbad, Online (Trivandrum)
Qualification: MCA

Experience: Skills- Manual testing Experience- Fresher | Resume for   more..

Rohit

Mobile: +91 98474 90866
Location: Maharashtra, Online (Trivandrum)
Qualification: Bachelor's of Computer Science

Experience: I was working as System admin But I have completed software testing course having knowledge of manual testing java sql  more..

MUHAMMED

Mobile: +91 9446600368
Location: Ernakulam , Online (Trivandrum)
Qualification: BCA

Experience: Python fullstack web development internship at luminar technolab Skills:- python django html bootstrap css SQLite MySql rest apiApplication for Python  more..

pratiksha

Mobile: +91 89210 61945
Location: bangalore, Online (Trivandrum)
Qualification: m.sc

Experience: python sql django java Application for Python Django  more..

KRISHNANAND

Mobile: +91 98474 90866
Location: Madhya Pradesh, Online (Trivandrum)
Qualification: B.com 2nd year pursuing

Experience: Information security penetration testing cyber security |   more..

Dinesh

Mobile: +91 9895490866
Location: Karnataka, Online (Trivandrum)
Qualification: BCA

Experience: I possess excellent communication skills allowing me to convey ideas clearly and effectively with diverse groups I am a quick  more..

Toji

Mobile: +91 9446600368
Location: Kerala, Online (Trivandrum)
Qualification: BE Computer Science and Engineering

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

chandru

Mobile: +91 91884 77559
Location: Puducherry, Online (Trivandrum)
Qualification: b.tech CSE

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

Neeraj

Mobile: +91 89210 61945
Location: Nainital, Online (Trivandrum)
Qualification: Mca

Experience: Laravl php jquery html css 3+Application for PHP Laravel  more..

purakkudaian

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (Trivandrum)
Qualification: Bsc

Experience: I have more than 6 years of experience in video editing and design Softwares: Premiere Pro After effects Audition illustrator  more..

AKHIL

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

Experience: Skilled node js developer having 1 year of experience | Resume for Node JS Developer  more..

Gopala

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

Experience: Iam skilled in restful api and also state management gets I have knowledge in provider I have 6 months experience  more..

MUKESH

Mobile: +91 89210 61945
Location: Chhattisgarh, Online (Trivandrum)
Qualification: M.sc(cs)

Experience: asp net c# sql html entity framework mvc  more..

Amruta

Mobile: +91 89210 61945
Location: Maharashtra, Online (Trivandrum)
Qualification: BCS

Experience: My skills are SQL Manual testing automation testing core java |   more..

Sumayya

Mobile: +91 91884 77559
Location: kakkanad, Online (Trivandrum)
Qualification: MCA

Experience: i did a software testing course from rojer soft technologies  more..

Abhishek

Mobile: +91 8301010866
Location: Noida, Online (Trivandrum)
Qualification: B.tech

Experience: I have 2 years experience in Manual testing and website security department and I have knowledge of website development |  more..

Mohit

Mobile: +91 98474 90866
Location: Maharashtra, Online (Trivandrum)
Qualification: Bachelor of engineering

Experience: Hi My name is Mohit Pandey I'm fresher looking for opportunities to gain experience in your organization i have a  more..

Monish

Mobile: +91 8301010866
Location: Tamil Nadu, Online (Trivandrum)
Qualification: B.E(Electrical and Electronics Engineering)

Experience: SKILLS HTML CSS Javascript Python programming  more..

saravanakumar

Mobile: +91 91884 77559
Location: theni, Online (Trivandrum)
Qualification: BE - ECE

Experience: I am completed core python and machine learning Application for Python Django  more..

Arpan

Mobile: +91 98474 90866
Location: Odisha, Online (Trivandrum)
Qualification: M.Sc ( Applied Physics) + B. Ed

Experience: As an Experienced Physics Teacher at a CBSE school for past 3yrs with a strong background in Physics and Mathematics  more..

Sheyamala

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

Experience: Hi This is shyeyamala I have 3 years of work experience as a full stack python developer Currently looking for  more..

Sneha

Mobile: +91 8301010866
Location: West Bengal, Online (Trivandrum)
Qualification: Bachelors of Technology in Computer Science and Engineering

Experience: I am a fresher but with intense urge to learn and contribute Though i don't have industrial experience but I  more..

aazam

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

Experience: As a web designer with 3 5 years of experience I specialize in HTML CSS jQuery Figma WordPress Git and  more..

Syed

Mobile: +91 89210 61945
Location: Hyderabad, Online (Trivandrum)
Qualification: MCA

Experience: Manual testing Selenium Automation testing core java oracle sql | Resume for   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 trivandrum
Internship/projects in trivandrum
Internship/projects in trivandrum
Internship/projects in trivandrum
Internship/projects in trivandrum
Internship/projects in trivandrum
Internship/projects in trivandrum
Internship/projects in trivandrum
Internship/projects in trivandrum
Internship/projects in trivandrum
Internship/projects in trivandrum
Internship/projects in trivandrum

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer