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 Saar

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

  • 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 Saar
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 person who uses a variety of procedures, methods, systems, and algorithms to analyze data to provide actionable insights. This finest Data Science course was built with the needs of businesses in mind when it comes to the field of Data Science. Experts provide immersive online instructor-led seminars. 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 Saar. 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 Saar. Cleaning and validating data to ensure that it is accurate and consistent. 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. 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.

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

Abhijit

Mobile: +91 91884 77559
Location: Odisha, Online (Saar)
Qualification: Masters in computer application

Experience: Skills :- Embedded C C C++ Java Dart JavaScript Flutter React Native Swift UIKit Git GitLab Bitbucket Android Studio Xcode  more..

Vansh

Mobile: +91 9446600368
Location: Rajasthan, Online (Saar)
Qualification: Diploma in Native Mobile Application

Experience: I specialize in crafting intuitive and visually appealing user interfaces using Flutter With a strong understanding of design principles and  more..

G

Mobile: +91 9895490866
Location: Telangana, Online (Saar)
Qualification: Undergraduate

Experience: I have a good communication skills and as I am being started my career in graphic design it’s very great  more..

Harsh

Mobile: +91 91884 77559
Location: Jharkhand, Online (Saar)
Qualification: B.Tech (4th year)

Experience: I have experience of 2 years in traditional web development (HTML CSS and JavaScript) and about 1 5 years of  more..

Kanthaswami

Mobile: +91 9895490866
Location: Kerala, Online (Saar)
Qualification: Bca

Experience: Fresher with good skill in python django frame work html css javascript sql |   more..

samragi

Mobile: +91 98474 90866
Location: Mumbai, Online (Saar)
Qualification: Graduate

Experience: I have 9 years of experience in graphic design and I know Adobe Photoshop Adobe XD Figma Adobe Illustrator canva  more..

viswanatham

Mobile: +91 9446600368
Location: Telangana, Online (Saar)
Qualification: B.tech

Experience: I have 2+yrs of experience in manual testing and I know the basics of automation testing with C#   more..

Maurya

Mobile: +91 91884 77559
Location: Gujarat, Online (Saar)
Qualification: Polytechnic in computer science and engineering

Experience: I have a no experience but enthusiastic for the web development  more..

Anagha

Mobile: +91 8301010866
Location: Kerala, Online (Saar)
Qualification: MCA

Experience: 1 4years of experience in manual testing Automation testing  more..

Ranjan

Mobile: +91 91884 77559
Location: Jharkhand, Online (Saar)
Qualification: B.Tech

Experience: Customizing Odoo OpenERP modules to fit your unique business needs Django Python development WordPress web development Payment & SMS gateway  more..

Rutuja

Mobile: +91 91884 77559
Location: Chembur, Mumbai, Online (Saar)
Qualification: Bachelor of Science (Information Technology)

Experience: I have 1 year internship experience in networking and basics Knowledge of python Thank you | Resume for   more..

Ann

Mobile: +91 89210 61945
Location: Cochin, Online (Saar)
Qualification: BTech computer science

Experience: Done internship in software testing from Camrinfolks kochi Specialised in manual and automated testing   more..

Bhavin

Mobile: +91 91884 77559
Location: Gujarat, Online (Saar)
Qualification: MCA

Experience: I have total 3 years of experience in wordpress & PHP   more..

Praseeda.

Mobile: +91 98474 90866
Location: Kerala, Online (Saar)
Qualification: B Tech

Experience: Dear sir mam My self Praseeda I completed B tech in Electronics and communication engineering from MG university After college  more..

Swarnamugi

Mobile: +91 9895490866
Location: Tamil Nadu, Online (Saar)
Qualification: B. TECH-information technology

Experience: I'm a fresher done my intern in web development skilled in Python Java C HTML and CSS and SQL Query  more..

Manoj

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

Experience: Dear Hiring Manager I' m Manoj Kumar an expert technical content writer copywriter My exceptional command of the English language  more..

SYAM

Mobile: +91 91884 77559
Location: Kerala, Online (Saar)
Qualification: Bsc Botany, deploma in Full stack developer (Python, Django Developer)

Experience: I hope this message finds you well My name is Syam G R and I am excited to apply for  more..

Aftab

Mobile: +91 98474 90866
Location: Maharashtra, Online (Saar)
Qualification: BE Computer Engineering

Experience: I have good hands on experience with AWS different services like S3 RDS EC2 I am role cloud watch sns  more..

Ramamoorthy

Mobile: +91 9895490866
Location: Perambalur, Online (Saar)
Qualification: BE(ECE)

Experience: Java Selenium agail troubleshooting scrum methodology Good Communication skill and I have a 6months experiences in software Automation testing Application  more..

Minhaj

Mobile: +91 8301010866
Location: Malegaon, Maharashtra, Online (Saar)
Qualification: BE

Experience: Dear! I hope this message finds you well My name is Minhaj Ahmed and I am a professional web developer  more..

Mutti

Mobile: +91 98474 90866
Location: Andhra Pradesh, Online (Saar)
Qualification: Btech

Experience: Solidworks:- worked as a design trainee in izip auto private limited designing EV auto according to client needs and EV  more..

Omkar

Mobile: +91 98474 90866
Location: Maharashtra, Online (Saar)
Qualification: MCA

Experience: Java javascript HTML CSS bootstrap springboot hibernate mysql oracle selenium  more..

Shabnam

Mobile: +91 91884 77559
Location: Kerala, Online (Saar)
Qualification: B.Sc Electrical & Electornics

Experience: Python Certification from MIT: Completed a comprehensive Python certification program from MIT in association with EDx gaining advanced knowledge in  more..

Akshada

Mobile: +91 89210 61945
Location: Maharashtra, Online (Saar)
Qualification: Msc

Experience: Good in SQL and python |   more..

Adwetha

Mobile: +91 98474 90866
Location: Kerala, Online (Saar)
Qualification: b.tech

Experience: c c++ python teamwork hardworking leadership communication skills   more..

Mohd

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

Experience: Experience with AWS services such as EC2 S3 RDS Lambda Terraform and CloudWatch Proven ability to deploy and manage applications  more..

DHRUBA

Mobile: +91 9446600368
Location: Assam, Online (Saar)
Qualification: 3years Diploma in computer engineering

Experience: Computer hardware networking and software troubleshooting replacement etc  more..

Muthumari

Mobile: +91 91884 77559
Location: Kerala, Online (Saar)
Qualification: BE/MBA

Experience: Ability to turnaround work quickly on short notice  Interpersonal skills and work independently  Active listening and ability to  more..

saema

Mobile: +91 98474 90866
Location: Indore, Online (Saar)
Qualification: BCA

Experience: 5 years of experience in graphic design   more..

Sagar

Mobile: +91 8301010866
Location: Uttar Pradesh, Online (Saar)
Qualification: Btech

Experience: Manual testing and automation testing 2 year experience |   more..

Afsal

Mobile: +91 8301010866
Location: Kerala, Online (Saar)
Qualification: BA VFX Multimedia

Experience: Hi I'm Afsal Ali 9 plus years experienced in the creative field As visual graphics design video editing specialized in  more..

Disha

Mobile: +91 8301010866
Location: Maharashtra, Online (Saar)
Qualification: Bachelor in Arts and advanced diploma in information Security

Experience: Vulnerability assessment Vulnerability management Vapt Web penetration testing Network security Monitoring  more..

Navya

Mobile: +91 91884 77559
Location: Angamaly, Online (Saar)
Qualification: MCA

Experience: Role:​ Software Coordinator Job Responsibilities​-   ● software testing(manual)    Sanity testing (staging and production)   UAT testing   ● Coordinating with  more..

Athulkrishna

Mobile: +91 9895490866
Location: Kerala, Online (Saar)
Qualification: Diploma in designing

Experience: Graphic design video editing illustration web design I am a creative graphic designer last Worked Ananta IAS Academy  more..

Sonali

Mobile: +91 91884 77559
Location: Delhi, Online (Saar)
Qualification: BTech

Experience: I have 1year experience as a software developer I got trained on mssql c# asp net web api  more..

Susmitha

Mobile: +91 9446600368
Location: Tamil Nadu, Online (Saar)
Qualification: B.E (Computer Science)

Experience: • Developed approximately six bank applications utilizing Temenos products (UXP and Infinity) primarily focusing on Front-end development using JavaScript and  more..

risla

Mobile: +91 9895490866
Location: pattambi, Online (Saar)
Qualification: MCA

Experience: Hello I am applying for software developer position in your company I also wish to introduce myself as a great  more..

archanaa

Mobile: +91 91884 77559
Location: trichy, Online (Saar)
Qualification: be mba

Experience: python | Resume for   more..

Abhishek

Mobile: +91 91884 77559
Location: Jaipur, Online (Saar)
Qualification: Mca

Experience: Testing java c++ php android | Resume for   more..

Gayatri

Mobile: +91 9895490866
Location: Maharashtra, Online (Saar)
Qualification: Btech in Computer science

Experience: Proficient in Hindi English and marathi languages Good Communication skills and programming languages like C core java Python and also  more..

NAVEEN

Mobile: +91 98474 90866
Location: Haryana, Online (Saar)
Qualification: ITI

Experience: Working Experience: - 12 Years I have prepare Architecture drawing for Residences Apartment Schools Farm House PEB building (Steel Industry)  more..

Anjali

Mobile: +91 8301010866
Location: Chhattisgarh, Online (Saar)
Qualification: B.tech in computer science and engineering

Experience: A software developer with two years of experience and one year as a computer science teacher specializing in Java SQL  more..

N

Mobile: +91 91884 77559
Location: Chhattisgarh, Online (Saar)
Qualification: B.Tech

Experience: I know programming languages like C C++ Java python C# dot net SQL server Html Css Ihave 1 year experience  more..

AKHILA

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

Experience: Key skills: Teaching trsining and development administration project management human resource management   more..

Arun

Mobile: +91 8301010866
Location: Ahmedabad, Online (Saar)
Qualification: B.Com

Experience: Process 5 years of professional experience in web designing ï‚· Custom WordPress Theme design according to client requirements ï‚· Extensive  more..

Saylee

Mobile: +91 91884 77559
Location: Maharashtra, Online (Saar)
Qualification: Bsc IT

Experience: Manual Testing Functional Testing Regression Testing Smoke Testing API testing with Postman Database Testing UAT Testing SQL Java programming  more..

Chitra

Mobile: +91 9446600368
Location: Coimbatore, Online (Saar)
Qualification: BE- computer science and engineering

Experience: Skills :- complete python full stack developer (python django html css javascript) Experience:- Ruby on rails developer (1 year )  more..

Sameera

Mobile: +91 98474 90866
Location: Maharashtra, Online (Saar)
Qualification: MCA

Experience: Hi  PFA resume have applied for the post of Manual testing with experience of around 5 2 years and relevant  more..

Poovarasan

Mobile: +91 9446600368
Location: Tamil Nadu, Online (Saar)
Qualification: Bachelor of Engineering

Experience: I completed internship in software testing I have skills like Java selenium automation manual testing cucumber TestNG SQL and Excel  more..

Subhashini

Mobile: +91 9895490866
Location: Karnataka, Online (Saar)
Qualification: V. Sc, MBA

Experience: I have done my Manual software testing at Mazenet solutions |   more..

Ananthu

Mobile: +91 89210 61945
Location: Kochi, Online (Saar)
Qualification: MBA

Experience: I am a Fresher in the Digital Marketing domain and have 4 years of experience in business development and  more..

VEDANSH

Mobile: +91 89210 61945
Location: Madhya Pradesh, Online (Saar)
Qualification: btech

Experience: Skills & Experience: Proficient in monitoring production servers with CHECKMK & ServiceNow Expertise in Linux administration via Putty Basic MySQL  more..

GUJJA

Mobile: +91 9895490866
Location: Telangana, Online (Saar)
Qualification: Graduate

Experience: C++ Java SQL python I have no experience in this job iam a fresher type Completed my graduation in the  more..

Prathamesh

Mobile: +91 98474 90866
Location: Maharashtra, Online (Saar)
Qualification: BCA

Experience: test creation execution defect reporting and possibly familiarity with various testing methods like black box testing i have knowledge jira working tool  more..

Dhiraj

Mobile: +91 8301010866
Location: Uttar Pradesh, Online (Saar)
Qualification: B.tech

Experience: Python Django Django Rest Framework Rest API Python GUI TKinter Web Development HTML CSS Bootstrap SQL Flask Communication Cloud:- AWS  more..

Chirag

Mobile: +91 9446600368
Location: Bengalure, Online (Saar)
Qualification: Bachelor of Technology in Computer Science And Engineering

Experience: Skills : Java Python Django Django Rest Framework ReactJS NodeJS Amazon Web Services Docker Experience: Software Engineer Intern at Thomson  more..

Akash

Mobile: +91 9446600368
Location: Vadodara, Gujarat, Online (Saar)
Qualification: Bachelor's in Computer Applications

Experience: Have experience with Python - Django HTML CSS Bootstrap lQuery and JavaScript Excellence knowledge to codes improves designs and debugs  more..

Alfahad

Mobile: +91 98474 90866
Location: Tamil Nadu, Online (Saar)
Qualification: Developer

Experience: I have experience in flutter and dart Having a wide view on concepts like OOPS and state management As i  more..

Tillapudi

Mobile: +91 8301010866
Location: Andhra Pradesh, Online (Saar)
Qualification: B. tech

Experience: C programming CPP Java python HTML CSS java script MySQL web developement cloud computing testing technique Ms office data processing  more..

vinit

Mobile: +91 89210 61945
Location: Haryana, Online (Saar)
Qualification: MCA

Experience: Dedicated and results-driven Flutter developer with over 2 plus years of experience in building cross-platform mobile applications Proficient in Dart  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 saar
Internship/projects in saar
Internship/projects in saar
Internship/projects in saar
Internship/projects in saar
Internship/projects in saar
Internship/projects in saar
Internship/projects in saar
Internship/projects in saar
Internship/projects in saar
Internship/projects in saar
Internship/projects in saar

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer