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 Nizwa

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

  • 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 Nizwa
Data Science This finest Data Science course was built with the needs of businesses in mind when it comes to the field of Data Science. 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. 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. Create data strategies with the help of team members and leaders. Identify and collect data from data sources. This curriculum prepares you to work in a variety of Data Science professions and earn top-dollar wages. Experts provide immersive online instructor-led seminars. Cleaning and validating data to ensure that it is accurate and consistent. 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.

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

Vineeth

Mobile: +91 91884 77559
Location: Kerala, Online (Nizwa)
Qualification: B Tech

Experience: Having 10 years of experience in IT industry Recently worked as project manager in civil supplies department for almost 3  more..

Ashish

Mobile: +91 9895490866
Location: Uttar Pradesh, Online (Nizwa)
Qualification: B.ed

Experience: Subject expertise Lesson planning Assessment and feedback Classroom management Curriculum development Technology integration Collaborations  more..

Nihal

Mobile: +91 9446600368
Location: Maharashtra, Online (Nizwa)
Qualification: Bachlor in computer application

Experience: Hard working good communication skill knowledge off computer microsoft word etc Knowledge of python kotlin and database management system  more..

Swati

Mobile: +91 8301010866
Location: Maharashtra, Online (Nizwa)
Qualification: BE -IT

Experience: Asp net - 8 years Asp net MVC-7 years sql -8 years oracle -5 years  more..

Sanjukta

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

Experience: Software Tester with over 2 years 10 months of experience in functional regression and end-to-end testing I have a strong  more..

Sargam

Mobile: +91 8301010866
Location: Uttar Pradesh, Online (Nizwa)
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..

Swathy

Mobile: +91 89210 61945
Location: Kerala, Online (Nizwa)
Qualification: MSc. Computer Science

Experience: Python HTML CSS MySQL Iam currently working as a teacher in a school Iam looking for Software jobs as I  more..

Rohan

Mobile: +91 91884 77559
Location: Maharashtra, Online (Nizwa)
Qualification: BTech

Experience: web development html css javascript react js  more..

Khushi

Mobile: +91 8301010866
Location: Rajasthan, Online (Nizwa)
Qualification: B-Tech in Computer Science

Experience: I am a dedicated BTech Computer Science student with a passion for cybersecurity Currently in my 7th semester I am  more..

Arjun

Mobile: +91 8301010866
Location: Kottayam, Online (Nizwa)
Qualification: BSc computer science

Experience: skilled on python django html css sql i have a 6 month experience on python training at bengaluru as an  more..

Varjinth

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

Experience: Skills- python JavaScript Django ReactJs HTML CSS Relevant experience - 1 Python full stack developer in ACSASS ITES(mar 2023- Jan  more..

DHANDAPANI

Mobile: +91 8301010866
Location: Tamil Nadu, Online (Nizwa)
Qualification: Diploma Electrical and Electronics engineering

Experience: My skills: Ms office and Auto Card and simulation programming and microcontroller My Experience: Hyundai company and work Chennai system  more..

Parmar

Mobile: +91 89210 61945
Location: Gujarat, Online (Nizwa)
Qualification: Bca

Experience: Manual testing Automation testing Basic Api  more..

YASHASWINI

Mobile: +91 98474 90866
Location: Karnataka, Online (Nizwa)
Qualification: B.Tech in electrical and electronics

Experience: Abeyaantrix Softlab Intern Davangere India During my internship at Abeyaantrix Softlab I developed electrical design solutions using MATLAB simulation My  more..

Smith

Mobile: +91 91884 77559
Location: Rajkot, Online (Nizwa)
Qualification: B. E(electronics and communication)

Experience: I have 1 5 years of experience in odoo During this period I have developed several custom modules and also  more..

ANKIT

Mobile: +91 8301010866
Location: Maharashtra, Online (Nizwa)
Qualification: Master's In Computer Application

Experience: In my two years of experience in WordPress development I’ve honed my ability to grasp client requirements Having collaborated with  more..

RAJ

Mobile: +91 98474 90866
Location: Telangana, Online (Nizwa)
Qualification: B.Tech

Experience: Web development Python C Photoshop CC  more..

Kiran

Mobile: +91 91884 77559
Location: Chennai, Online (Nizwa)
Qualification: B.E Mechanical

Experience: Selenium Web Driver TestNG Cucumber Jira Data Driven Framework agile salesforce end to end testing regression testing bug tracking communication  more..

Tashfeen

Mobile: +91 91884 77559
Location: Pakistan, Online (Nizwa)
Qualification: BCs

Experience: Web developer I'm django 5+ months experience | Resume for   more..

Preeti

Mobile: +91 91884 77559
Location: Punjab, Online (Nizwa)
Qualification: BCA

Experience: I' m UI & UX Graphical Designer I love to work together with software & design firms Communicating application design  more..

Vishal

Mobile: +91 89210 61945
Location: Rajasthan, Online (Nizwa)
Qualification: Diploma

Experience: I have 2 years of experience in product designing I use framer and Figma for Ui design I’m curr Working  more..

Sanskar

Mobile: +91 91884 77559
Location: Madhya Pradesh, Online (Nizwa)
Qualification: Graduate

Experience: Web development cources - C C++ HTML CSS JAVASCRIPT REACT JS BOOTSTRAP  more..

AMALU

Mobile: +91 9446600368
Location: kollam, Online (Nizwa)
Qualification: btech

Experience: python django html css bootstrapApplication for Python Django  more..

Jyoti

Mobile: +91 89210 61945
Location: Bihar, Online (Nizwa)
Qualification: B. E

Experience: 03 month laravel php javascript java  more..

Manikandan

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (Nizwa)
Qualification: MCA

Experience: Innovative graphic design professional with 7+ years of experience handling various creative design projects graphic design concept creation Proven track  more..

Mumtaz

Mobile: +91 8301010866
Location: Karnataka, Online (Nizwa)
Qualification: B arch

Experience: I have 2 years of experience as a architect and interior design   more..

Pushpraj

Mobile: +91 9446600368
Location: Sagar, Online (Nizwa)
Qualification: B.E.

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

Neha

Mobile: +91 91884 77559
Location: Nagpur, Online (Nizwa)
Qualification: M.com

Experience: Quality analyst with a diverse skill set Over 1 year of hands-on experience in various testingapproaches such as mobile apps  more..

Kaja

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

Experience: I am good at programming skills like c Java Html CSS and I have strong computer skills I am very  more..

Samiksha

Mobile: +91 8301010866
Location: Maharashtra, Online (Nizwa)
Qualification: bachelor's

Experience: i'm a fresher looking for an internship with a proper skillset for frontend development and problem solving skills   more..

Abhijeet

Mobile: +91 98474 90866
Location: Karnataka, Online (Nizwa)
Qualification: BBA

Experience: Figma I have done I have done UI &UX design  more..

Akshata

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

Experience: I have experience in manual testing I have done automation course too I know about all testing methodologies how to  more..

Suchita

Mobile: +91 98474 90866
Location: Maharashtra, Online (Nizwa)
Qualification: B.E

Experience: Mannual Testing Functional testing End to end testing regression tesing SQL queries core java Selenuim selenuin testng |   more..

abhishek

Mobile: +91 98474 90866
Location: Uttar Pradesh, Online (Nizwa)
Qualification: B.TECH

Experience: Worked as a manual tester in meta design solutions |   more..

Saurabh

Mobile: +91 8301010866
Location: Delhi, Online (Nizwa)
Qualification: Btech

Experience: Manual Testing Api Testing Database testing Mobile Application Testing | Resume for   more..

Netrika

Mobile: +91 9446600368
Location: Hyderabad Telangana , Online (Nizwa)
Qualification: Graduated

Experience: SQL tableau python c+ c++ speaking communication convincing Typing leadership friendly 1year EXP as Customer Support Executive in Startek Aegis  more..

Jannat

Mobile: +91 98474 90866
Location: Maharashtra, Online (Nizwa)
Qualification: M.sc

Experience: Python MySQL Java boostrap JavaScript jQuery HTML CSS Ms word Ms Excel C Intern of full Stack developer  more..

Snehamuniyappan

Mobile: +91 98474 90866
Location: Coimbatore, Online (Nizwa)
Qualification: B sc maths

Experience: Python developer Programming (html css javascript) Ms office & Fresher | Resume for   more..

Karishma

Mobile: +91 91884 77559
Location: Nashik, Online (Nizwa)
Qualification: BE

Experience: C web design and development android java SQL python 3 tears of experienceApplication for Java Spring  more..

Sunil

Mobile: +91 98474 90866
Location: Rajasthan, Online (Nizwa)
Qualification: Bachelor of Designing

Experience: Boasting over 3 years of professional experience I am a seasoned graphic designer with a focus on product design SEO  more..

Ankita

Mobile: +91 91884 77559
Location: Nagpur, Online (Nizwa)
Qualification: BE

Experience: WEb design MSCIT SEO Wordpress  more..

Tanushri

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

Experience: Manual Testing Create good quality test cases using the use case Supervise and report on the test executions Review new  more..

Ansari

Mobile: +91 91884 77559
Location: Bhiwandi, Maharashtra, India., Online (Nizwa)
Qualification: Bachelor of pharmacy and graphic design

Experience: 4 year experience in graphic design and 2 year experience in pharmaceutical field   more..

Dhanya

Mobile: +91 9895490866
Location: COIMBATORE, Online (Nizwa)
Qualification: MCA

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

Sonali

Mobile: +91 9895490866
Location: Jaipur, Online (Nizwa)
Qualification: B tech

Experience: I have 1 year experience currently working as seo execuiton  more..

Debarati

Mobile: +91 8301010866
Location: West Bengal, Online (Nizwa)
Qualification: B.tech in Computer Science and Engineering

Experience: I have 2+years experience as a wordpress developer I know Html css javascript as well as wordpress builder also I  more..

Suhail

Mobile: +91 91884 77559
Location: Kerala, Online (Nizwa)
Qualification: 10 th

Experience: Abdulla Suhal Creative graphic designer with [3 years] of experience specializing in Social media advertisements and marketing video making and  more..

Alwin

Mobile: +91 91884 77559
Location: Kerala, Online (Nizwa)
Qualification: BTech Computer Science and Technology

Experience: Web development Video editing  more..

Jithin

Mobile: +91 91884 77559
Location: Kochi, Online (Nizwa)
Qualification: B.E

Experience: 4 Years of experience in Manual testing (HRMS ERP Social Media & other mobile apps)Application for Software Testing  more..

Salma

Mobile: +91 89210 61945
Location: Guntur, Online (Nizwa)
Qualification: M.Sc

Experience: Content writing development transcription translation team leading administration training  more..

ArunKumar

Mobile: +91 9446600368
Location: Coimbatore, Online (Nizwa)
Qualification: B.E-EEE

Experience: Client communication and Link Building Keyword Research  Communication  Campaign management  Content Development  SEO & SEM strategy  more..

Chandra

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Nizwa)
Qualification: Diploma in Computer engineering

Experience: Hi dear's this is Chandra sekar from tamilnadu I have a 5 years experience of Graphic Designer and I have  more..

Chandraprakash

Mobile: +91 98474 90866
Location: Jaipur, Online (Nizwa)
Qualification: BCA

Experience: I have 1 year experience with good knowledge in Python web development using Django and Flask Web Framework I am  more..

Sathya

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Nizwa)
Qualification: Diploma

Experience: I am writing to apply for the UI UX Designer position that was posted on your website I have a  more..

Ankita

Mobile: +91 91884 77559
Location: West Bengal, Online (Nizwa)
Qualification: Bca

Experience: Active directory networking troubleshooting gsuit firewall switch  more..

Anupam

Mobile: +91 9895490866
Location: Amritsar, Online (Nizwa)
Qualification: BTech ( CSE)

Experience: Greetings I am experienced QA professional with experience of more than 4 years Skills involve manual testing automation testing with  more..

Farhad

Mobile: +91 91884 77559
Location: Madhya Pradesh, Online (Nizwa)
Qualification: BCA

Experience: Fresher but do have good commnad on python language |   more..

Aayesha

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

Experience: I am having total 4 years of experience in manual testing under life insurance domain and currently I am immediate  more..

Amalraj

Mobile: +91 9446600368
Location: Kozhikode , Online (Nizwa)
Qualification: Mca

Experience: Python javascript react js html cssApplication for Python Django  more..

Rakshit

Mobile: +91 8301010866
Location: Noida, Online (Nizwa)
Qualification: Bcom, Diploma in computer applications

Experience: I am a frontend developer in alliance web solutions from last 1 5 years where i can work on such  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 nizwa
Internship/projects in nizwa
Internship/projects in nizwa
Internship/projects in nizwa
Internship/projects in nizwa
Internship/projects in nizwa
Internship/projects in nizwa
Internship/projects in nizwa
Internship/projects in nizwa
Internship/projects in nizwa
Internship/projects in nizwa
Internship/projects in nizwa

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer