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 Taif

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

  • 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 Taif
Data Science Create data strategies with the help of team members and leaders. To succeed as a data scientist, you must, nevertheless, make a particular effort to apply soft skills. A data scientist is a person who uses a variety of procedures, methods, systems, and algorithms to analyze data to provide actionable insights. You'll have a personal mentor who will keep track of your development. . 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. Identify and collect data from data sources. 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. 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 Taif.

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

Gowtham

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Taif)
Qualification: B.E mechanical engineering

Experience: AWS solutions architect associate Jenkins Docker Terraform kubernets Ansible Splunk prometheus grafana python Linux Shell Maven Nexus Sonarqube Yaml MySQL  more..

Bhanu

Mobile: +91 8301010866
Location: ghaziabad, Online (Taif)
Qualification: polytechnic ECE

Experience: 2 5 Years Experienced Frontend web developer in crafting high-performance applications using HTML CSS JavaScript and React Committed to writing  more..

Keerthana

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (Taif)
Qualification: B.E - Computer Science and Engineering

Experience: [05 03 7:47 am] @bi🕊 : Spearheaded WordPress development projects ensuring high-quality deliverables and providing technical support while also implementing  more..

Shubham

Mobile: +91 89210 61945
Location: Delhi, Online (Taif)
Qualification: B.Sc(H) Sports Sciences

Experience: With over three years of hands-on experience I possess advanced proficiency in video creation and editing using industry-standard software like  more..

Aleena

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

Experience: Manual Testing Automation Testing Selenium SQL JAVA HTML CSS Maven TestNG Jmeter jira SDLC STLC Communication MS Word MS Powerpoint  more..

divya

Mobile: +91 9895490866
Location: Maharashtra, Online (Taif)
Qualification: Bcs

Experience: I have 2 6 years experience in manual testing and mobile application testing   more..

Renjini

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

Experience: Python Django odoo HTML CSS jQuery json PHP  more..

Sagar

Mobile: +91 98474 90866
Location: Uttar Pradesh, Online (Taif)
Qualification: BTech

Experience: I am fresher completed my bachelors in 2024 I have personal experience in python django flask react html css js  more..

Jijeesh

Mobile: +91 9446600368
Location: Karnataka, Online (Taif)
Qualification: Arena Animation

Experience: With over 8 years of experience in web development I am confident in my ability to contribute effectively to your  more..

Pranjal

Mobile: +91 89210 61945
Location: Maharashtra, Online (Taif)
Qualification: Masters in science

Experience: I have 1 5+ years of experience in the testing field having command of various types of testing including manual  more..

Sharmila

Mobile: +91 9446600368
Location: Tamil Nadu, Online (Taif)
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..

Prafull

Mobile: +91 9446600368
Location: Uttarakhand, Online (Taif)
Qualification: MCA

Experience: Asp net core MVC asp net MVC SQL jQuery HTML API etc  more..

Anuj

Mobile: +91 8301010866
Location: MUZAFFARNAGAR, Online (Taif)
Qualification: M. Tech

Experience: python data science artificial intelligence machine learning| Application for Python Data Science Machine Learning Artificial Intelligence  more..

Ramjith

Mobile: +91 91884 77559
Location: Kochi, Online (Taif)
Qualification: Bba

Experience: Business development executive at Inmakes infotech pvt ltd -3 months  more..

Mohd

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Taif)
Qualification: Bca

Experience: API testing Penetration tester Android testing Network testing Web applications testing Burp suite Kali Linux Full time bug hunter past  more..

PARTHIBAN

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Taif)
Qualification: M.Tech cybersecurity

Experience: I have extensive experience in developing and implementing security policies protocols and procedures My skills in conducting vulnerability assessments penetration  more..

Saurabh

Mobile: +91 91884 77559
Location: Maharashtra, Online (Taif)
Qualification: BE Computer Enginnering(Final Year Student)

Experience: Skills: Reactjs Nextjs Nodejs Javascript tailwindcss Java and databases like mongodb mysql etc I have worked as a fullstack web  more..

Febin

Mobile: +91 8301010866
Location: Kollam, Online (Taif)
Qualification: Bsc.Computer Science

Experience: Django python html css javascript phpApplication for Python Django  more..

Ajithkumar.

Mobile: +91 91884 77559
Location: Palakkad, Online (Taif)
Qualification: Bsc. Computer science

Experience: Technical support Hardware and networking Troubleshooting Firewall Vpn Pc assembling Operating system installation Desktop support Remote support 5 years +  more..

Smriti

Mobile: +91 91884 77559
Location: Uttarakhand, Online (Taif)
Qualification: B-tech

Experience: Online teaching cbse curriculum content development session delivery  more..

Pratham

Mobile: +91 9446600368
Location: Madhya Pradesh, Online (Taif)
Qualification: B.tech in Computer Science Engineering with specilization in Cybersecurity

Experience: I have a strong knowledge in SLDC STLC I have a great deal of personal experience in manual and automation  more..

Aalokit

Mobile: +91 91884 77559
Location: Madhya Pradesh, Online (Taif)
Qualification: Bachelor in Engineering (Computer Science)

Experience: Sure here's a list of skills and experiences gained in two years of ethical hacking: ### Skills 1 **Network Security**  more..

Ankit

Mobile: +91 91884 77559
Location: pune, Online (Taif)
Qualification: BE

Experience: Selenium 2 years Test automation 2 years Agile 2 years SQL 2 years Jira 2 years Analysis Skills 2 years  more..

Sumit

Mobile: +91 91884 77559
Location: Mumbai, Online (Taif)
Qualification: B.E.

Experience: SDLC STLC Manual testing Testing methodologies Test caseApplication for Software Testing  more..

Sree

Mobile: +91 91884 77559
Location: Kerala, Online (Taif)
Qualification: Plutwo, Software Testing

Experience: SQL JAVA JAVA SCRIPT MANUAL TESTING AUTOMATION TESTING AUTOMATION TESTING TOOLS SELENIUM JMETER CUCUMBER TESTNG Software testing ongoing internship at  more..

Fazna

Mobile: +91 9895490866
Location: India, Online (Taif)
Qualification: B. E

Experience: I have 2 years of experience in wordpress I have knowledge on html css javascript shopify  more..

Krishna

Mobile: +91 98474 90866
Location: Gujarat, Online (Taif)
Qualification: BE

Experience: 2 years of experience in wordpress developer  more..

Manish

Mobile: +91 91884 77559
Location: Bihar, Online (Taif)
Qualification: BSC.IT

Experience: I have good knowledge at java full stack i have trained at naresh i technology in Hyderabad I know both  more..

Disha

Mobile: +91 89210 61945
Location: Uttarakhand, Online (Taif)
Qualification: TESOL Certified & Masters In English Literature

Experience: IELTS TOEFL Webinar Training Sessions Online Smart classes on Youtube + Zoom Content development - IELTS Prep Communication + Soft  more..

Utkarsh

Mobile: +91 98474 90866
Location: Madhya Pradesh, Online (Taif)
Qualification: BE(CS)

Experience: I have two years experience as a flutter Developer dart MVVM MVC SQLight shared preference GitHub Getx third party library  more..

Kavitha

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Taif)
Qualification: MSc Computer Science

Experience: Hi I am Kavitha I have completed MSc in Computer Science I have knowledge in python JAVA ASP net and  more..

jisha

Mobile: +91 8301010866
Location: thrissur, Online (Taif)
Qualification: msc electronics

Experience: python django frame work html cssApplication for Python Django  more..

Bhagyashri

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

Experience: I was worked as a developer and was on a career break of 5 yrs Now I want to resume  more..

Mahima

Mobile: +91 8301010866
Location: Uttar Pradesh, Online (Taif)
Qualification: B.Tech

Experience: I am writing to express my keen interest in this job As a final year B Tech student with a  more..

Arockia

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

Experience: selenium java cucumber Manual testing automation testing  more..

Gagandeep

Mobile: +91 8301010866
Location: Sadhaura, Online (Taif)
Qualification: BCA

Experience: I have 4 years of experience in flutter I have worked with Sqlite AWS-amplify Hive and BLE services For details  more..

Yogeshwar

Mobile: +91 91884 77559
Location: Indore, Online (Taif)
Qualification: MCA

Experience: I worked as a junior python developer at McLynsys Solutions from June 2021 to January 2023 and currently I am  more..

Balaji

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

Experience: Hello Sir Ma'am I am Balaji Jadhav I Have 3 years of experience inwebsite designing and development i have good  more..

Srusti

Mobile: +91 91884 77559
Location: Karnataka, Online (Taif)
Qualification: BSc

Experience: I have a good communication skills leadership qualities pro active also have technical skills like manual testing automation testing agile  more..

Hasan

Mobile: +91 91884 77559
Location: Karnataka, Online (Taif)
Qualification: Diploma

Experience: 2 years Experience in graphic design with intermediate knowledge of ui ux Software I use Photoshop illustrator figma Corel drawn  more..

VIKNESH

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Taif)
Qualification: BE CSE

Experience: Python: Demonstrating strong programming skills and versatility Oracle 10g: Proficient in database management with Oracle Django: Skilled in developing robust  more..

nikita

Mobile: +91 9895490866
Location: Maharashtra, Online (Taif)
Qualification: Bca

Experience: Linux java python good communication |   more..

Meghana

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

Experience: I have knowledge on manual testing Automation Tasting and java and basics of API and sql tools like jira selenium  more..

Surya

Mobile: +91 98474 90866
Location: Andhra Pradesh, Online (Taif)
Qualification: B.Tech UG

Experience: Fresher but i have done many web development projects and currently i am doing an internship in bangalore |   more..

Shreeyash

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

Experience: I am excited to apply for the Flutter Developer position With 2 5 years of experience in Flutter development and  more..

harshitha

Mobile: +91 9446600368
Location: Karnataka, Online (Taif)
Qualification: b tech in computer science and technology

Experience: Startup Cloud Engineer Intern - Meghplat Analytics Dec 2023 - Feb 2024 Have the ability to design develop and maintain  more..

Roopasree

Mobile: +91 91884 77559
Location: Kerala, Online (Taif)
Qualification: BCA, Software Tester

Experience: With a formal background in software industry now i am looking for another opportunity i worked in Bangalore almost 3  more..

Prayag

Mobile: +91 8301010866
Location: Panvel, Online (Taif)
Qualification: Me/MTech

Experience: Dear Hiring Team I hope this message finds you well I am reaching out to express my interest in the  more..

mavuduri

Mobile: +91 98474 90866
Location: Andhra Pradesh, Online (Taif)
Qualification: Bsc, Computer Science

Experience: Hi I am a dedicated and skilled Flutter Developer with 1 5 years of experience in mobile application development My  more..

Pattabathuni

Mobile: +91 89210 61945
Location: Andhra Pradesh, Online (Taif)
Qualification: BTech

Experience: Python HTML CSS Javascript Bootstrap Django Reactjs Data Structures and algorithms using python  more..

Harpreet

Mobile: +91 9895490866
Location: Madhya Pradesh, Online (Taif)
Qualification: Bba

Experience: Manual testing Functional testing Testcases execution  more..

Shameera

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (Taif)
Qualification: Msc

Experience: Hardworking skills time management self development group disscussing  more..

Syed

Mobile: +91 91884 77559
Location: Lucknow, Online (Taif)
Qualification: MCA (pursuing)

Experience: Full stack Web development using Django | Resume for   more..

Harsh

Mobile: +91 8301010866
Location: Gujarat, Online (Taif)
Qualification: Pursuing B.Tech IT

Experience: My skills and experience encompass a solid foundation in IT security principles bolstered by my Fortinet Certified Fundamentals (FCF) cybersecurity  more..

Yousuf

Mobile: +91 91884 77559
Location: Bangalore, Online (Taif)
Qualification: BCA

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

Komal

Mobile: +91 89210 61945
Location: Maharashtra, Online (Taif)
Qualification: Masters in Sociology

Experience: A well qualified and experienced English language teacher Trained to teach speech elocution and personality development lecture to age group  more..

Poonam

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

Experience: I have 6 years experience in graphic design   more..

NAGMA

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

Experience: Manual testing SQL Basic knowledge of java |   more..

Sakshi

Mobile: +91 8301010866
Location: Rajasthan, Online (Taif)
Qualification: Graphic designer / M.A (History)

Experience: I am a great graphic designer I have experience in a jewellery company in Thailand so I have experience in  more..

Deepaca

Mobile: +91 98474 90866
Location: Kottayam, Online (Taif)
Qualification: Msc.Cyber Forensic

Experience: Knowledge in Python and django framework Html Css Javascript Bootstrap Developed front end for the website of Camerinfolks pvt Ltd  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 taif
Internship/projects in taif
Internship/projects in taif
Internship/projects in taif
Internship/projects in taif
Internship/projects in taif
Internship/projects in taif
Internship/projects in taif
Internship/projects in taif
Internship/projects in taif
Internship/projects in taif
Internship/projects in taif

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer