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 Nowra

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

  • 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 Nowra
Data Science Cleaning and validating data to ensure that it is accurate and consistent. 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. 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. There are numerous reasons why you should take this course. 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 Nowra. 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. A data scientist is a person who uses a variety of procedures, methods, systems, and algorithms to analyze data to provide actionable insights. Create data strategies with the help of team members and leaders.

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

ASHMINA

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

Experience: Iam worked as an software testing intern at luminar technolab kochi |   more..

Aparnasree

Mobile: +91 98474 90866
Location: Thrissur, Online (Nowra)
Qualification: B.tech

Experience: Application support engineer Manual functional testing Oracle sql Communication Client management Analytical skill Problem solving skills CRM Trobleshooting skill  more..

siddharth

Mobile: +91 91884 77559
Location: surat, Online (Nowra)
Qualification: BCA

Experience: Knowledge of flutter • Worked with 3 client projects • Total 10 application made • Have proper knowledge of API  more..

Manasi

Mobile: +91 9446600368
Location: Karnataka , Online (Nowra)
Qualification: Bca

Experience: Good in typing expert in language like c c++ python  more..

Yashika

Mobile: +91 9446600368
Location: Punjab, Online (Nowra)
Qualification: Bachelor of Fine Arts

Experience: I am experienced in softwares like adobe Illustrator photoshop in design figma canva I am already working as a freelancer  more..

Vaibhav

Mobile: +91 9895490866
Location: Bengaluru, Online (Nowra)
Qualification: B.Sc

Experience: Java selenium selenium webdriver APIs Manual testing system testing Test NG and functional testing  more..

Kesavan

Mobile: +91 98474 90866
Location: Tamil Nadu, Online (Nowra)
Qualification: Bachelor of Engineering

Experience: I have about 3 7 years of total Experience in an IT industry and relevant experience of about 3+ yrs  more..

Sandeep

Mobile: +91 89210 61945
Location: Maharashtra, Online (Nowra)
Qualification: Be cse

Experience: Android dart agile flutter gitlab GitHub cicd sdlc telicom HealthCare kotlin basic html css javascript test scripts testing automation  more..

Sindhukumar

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Nowra)
Qualification: ME

Experience: HTMl Bootstrap CSS Jquery Javascript React ja Angular Adobe Photoshop php mysql Dreamviewer  more..

Manoj

Mobile: +91 9446600368
Location: Ahmedabad , Online (Nowra)
Qualification: B-tech

Experience: Odoo python xml html css Postgres and Git 1 2 years of experience in odoo  more..

Dhananjaya

Mobile: +91 91884 77559
Location: Karnataka, Online (Nowra)
Qualification: BCA

Experience: Window Server Networking firewall VMware nutanix   more..

Varnika

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Nowra)
Qualification: Bachelors in fine arts

Experience: I have 4 years of experience in graphic design My main software use is illustrated And knowledge of photoshop and  more..

Akhil

Mobile: +91 9446600368
Location: Telangana, Online (Nowra)
Qualification: B Tech

Experience: Hello all my skills is manual Testing and automation testing I don't have any experience in this role I am  more..

MOHAMMEDYASIN

Mobile: +91 91884 77559
Location: Gujarat, Online (Nowra)
Qualification: Bsc

Experience: I am currently working in a non-IT field as a fresher but I am looking for a job in QA  more..

Manulla

Mobile: +91 91884 77559
Location: Maharashtra, Online (Nowra)
Qualification: MCA

Experience: 2+ Year of experience as software Engineer working with different technology flutter dart grails MySQL  more..

karan

Mobile: +91 8301010866
Location: Delhi, Online (Nowra)
Qualification: Persuing graduation

Experience: Let's prioritize elevating our front-end skills leveraging our expertise in HTML CSS JavaScript bootstrap tailwind css reactjs Through continuous learning  more..

Revu

Mobile: +91 91884 77559
Location: Kerala, Online (Nowra)
Qualification: B-Tech ECE

Experience: Python Django full Stack Developer internship from Luminar Technolab Skills:HTML CSS javascript bootstrap python django api angular MySQL sqlite  more..

Sargam

Mobile: +91 8301010866
Location: Uttar Pradesh, Online (Nowra)
Qualification: B.tech 2nd year

Experience: Greetings I am a college student who is open to learn new and enhance my skill set I am current  more..

Sujeet

Mobile: +91 9895490866
Location: Bhadohi, Online (Nowra)
Qualification:

Experience: HTML CSS Javascript bootstrap java python django react js  more..

Aysha

Mobile: +91 9895490866
Location: Karnataka, Online (Nowra)
Qualification: BE

Experience: I have experience as a coding instructor in whitehat junior for past 3 years I have knowledge in manual testing  more..

Onkar

Mobile: +91 9446600368
Location: Nagpur, Maharashtra, Online (Nowra)
Qualification: Graduated

Experience: am a flutter Developer having 2 year of experience in flutter and I have completed 9 projects | Resume for  more..

Sanjay

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Nowra)
Qualification: Diploma in hardware and networking

Experience: I have 14 years or experience in teaching networking server CCNA and window server in jetking hardware and networking institute  more..

Sandra

Mobile: +91 98474 90866
Location: Kerala, Online (Nowra)
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..

Sejal

Mobile: +91 98474 90866
Location: Maharashtra, Online (Nowra)
Qualification: Bachelor's degree

Experience: Work as business development executive in cad infield technology Pune |   more..

vinoth

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (Nowra)
Qualification: Diploma

Experience: I am a Creative graphic designer I have more than 11 years experience in Print and Digital graphic designs and  more..

Malavika

Mobile: +91 9446600368
Location: Ernakulam , Online (Nowra)
Qualification: Mca

Experience: Software testing Mortgage Underwriting Application for Software Testing  more..

Bhushan

Mobile: +91 91884 77559
Location: Maharashtra, Online (Nowra)
Qualification: BFA,ATD

Experience: 'm Graduate in GD Art ATD (Applide art Graphic design Character design prop design ) From universitey of mumbai currently  more..

Jacqueline

Mobile: +91 91884 77559
Location: Maharashtra, Online (Nowra)
Qualification: B.ed

Experience: As an adept online educator I offer a diverse skill set and deep expertise tailored for virtual classrooms With a  more..

Aryan

Mobile: +91 8301010866
Location: Delhi, Online (Nowra)
Qualification: BTech

Experience: I have done my previous internship in Amazon as a team lead where I have managed a team of 7-8  more..

Jennifer

Mobile: +91 98474 90866
Location: Chennai, Online (Nowra)
Qualification: MBA

Experience: Video editing-Camtasia e-LEARNING design-Storyline  more..

devesh

Mobile: +91 89210 61945
Location: Rajasthan, Online (Nowra)
Qualification: BCA

Experience: Skilled in Flutter framework with extensive experience in cross platform development and experience in Nodejs and mongodb firebase - firebase  more..

Liya

Mobile: +91 98474 90866
Location: Wayanad , Online (Nowra)
Qualification: Bsc computer science

Experience: Manual testing and automation testing java and sql basics selenium jmeter postman api testing I am completed 4 month course  more..

Madhumithra

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

Experience: • I have taken private tuition for past 5 years I have been working as a volunteer tutor of TN  more..

Ayush

Mobile: +91 9446600368
Location: Maharashtra, Online (Nowra)
Qualification: Bachelor's in Information Technology

Experience: I have a good skills set in networking wireshark and burpsuite   more..

Aromal

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

Experience: Enthusiastic Flutter Developer with strong expertise in mobile app development including hands-on experience at Clan LEO Pvt Ltd Proficient in  more..

Boby

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Nowra)
Qualification: Graduate

Experience: A Cyber Security Engineer must possess strong analytical and problem-solving skills with expertise in SIEM tools (e g QRadar DNIF)  more..

udhav

Mobile: +91 8301010866
Location: Punjab, Online (Nowra)
Qualification: Undergraduate btech

Experience: I am skilled in web application penetration testing familiar with owasp top 10 worked with industry tools like portswigger's burpsuite  more..

Nikhil

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

Experience: Possesses an in-depth understanding of software development life cycles test plans and bug tracking software Detail-oriented tester with excellent problem-solving  more..

Ansh

Mobile: +91 9895490866
Location: West Bengal, Online (Nowra)
Qualification: Higher secondary

Experience: penetration testing Vulnerability Assessment C C++ Python Java Css Bash Scripting  more..

Triveni

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

Experience: I have experience in manual testing like functional testing integration testing alpha beta acceptance testing etc and some knowledge about  more..

P.

Mobile: +91 98474 90866
Location: Odisha, Online (Nowra)
Qualification: diploma in architectural assistantship

Experience: I am a focused professional who has been consistently praised as efficient by my co-workers and management Over the course  more..

Pradnya

Mobile: +91 9446600368
Location: Maharashtra, Online (Nowra)
Qualification: Diploma in civil engineering

Experience: Working with builders and architect ferm Make drawings plan elevation detail drawings electrical plan Also knowledge of interior design work  more..

Nihar

Mobile: +91 9446600368
Location: Odisha, Online (Nowra)
Qualification: M.sc

Experience: Skills: Routing & switching network troubleshooting firewall setup VM server configuration Networking protocols like OSPF BGP EIGRP etc Work experience:  more..

Saniya

Mobile: +91 89210 61945
Location: Karnataka, Online (Nowra)
Qualification: MCA

Experience: Core python Advance python Django Java operating system DBMS Machine Learning Data Science  more..

arun

Mobile: +91 8301010866
Location: punjab, Online (Nowra)
Qualification: 12

Experience: video editing & graphic design  more..

kailash

Mobile: +91 91884 77559
Location: Madhya Pradesh, Online (Nowra)
Qualification: B. TECH

Experience: I have worked more than 3 year in design field  more..

Naitik

Mobile: +91 98474 90866
Location: Noida, Online (Nowra)
Qualification: MCA

Experience: I have 1 year of experience in python django development Application for Python Django  more..

Aparna

Mobile: +91 91884 77559
Location: Kerala, Online (Nowra)
Qualification: B tech Computer Science

Experience: I have done software testing course from techmasters software company trivandrum iam a certified software test engineer (fresher)  more..

Prabhakaran

Mobile: +91 91884 77559
Location: Thousand lights, Chennai, Online (Nowra)
Qualification: MCA

Experience: Hi this is Prabhakaran I have 2 years of experience as a Software testing Engineer I have worked 2 project  more..

Biyorson

Mobile: +91 9446600368
Location: Tamil Nadu, Online (Nowra)
Qualification: BE-Ece

Experience: Html Css Js Php Bootstrap Sql Basic react  more..

Nikita

Mobile: +91 89210 61945
Location: Manipur, Online (Nowra)
Qualification: Btech

Experience: Skills- dart flutter framework Experience:- 4 months in flutter  more..

Vikas

Mobile: +91 8301010866
Location: Madhya Pradesh, Online (Nowra)
Qualification: Bachelor's

Experience: I am a skilled Python Developer with expertise in writing efficient and maintainable Python code grounded in object-oriented programming principles  more..

Yasir

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Nowra)
Qualification: Bachelors degree

Experience: 1 Python Development 2 Html 3 Css 4 Javascript 5 Php 6 Full stack development 7 React js 8 Node  more..

Arya

Mobile: +91 8301010866
Location: Kochi, Online (Nowra)
Qualification: BCA

Experience: Python Django developer with 1 year and 7 months of experience Application for Python Django  more..

Kuber

Mobile: +91 9895490866
Location: Maharashtra, Online (Nowra)
Qualification: BCA

Experience: I have python programming skills and 0 years of experience  more..

Ann

Mobile: +91 9446600368
Location: Idukki, Online (Nowra)
Qualification: MCA

Experience: I have 4 years of experience in software development as an ASP NET core and MVC web application developer Application  more..

Shaheen

Mobile: +91 8301010866
Location: Malappuram, Online (Nowra)
Qualification: BE Computer science and engineering

Experience: python django bootstrap html5 css Application for Python Django  more..

Jishnu

Mobile: +91 9895490866
Location: trivandrum, Online (Nowra)
Qualification: bsc electronics

Experience: python djangoApplication for Python Django  more..

Ajo

Mobile: +91 98474 90866
Location: Kottayam , Online (Nowra)
Qualification: BCA degree

Experience: Experience in python djangoApplication for Python Django  more..

K

Mobile: +91 8301010866
Location: Andhra Pradesh, Online (Nowra)
Qualification: Msc

Experience: I have a 2 years experience with me cirtificate (National skill development corporation)  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 nowra
Internship/projects in nowra
Internship/projects in nowra
Internship/projects in nowra
Internship/projects in nowra
Internship/projects in nowra
Internship/projects in nowra
Internship/projects in nowra
Internship/projects in nowra
Internship/projects in nowra
Internship/projects in nowra

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer