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 Zubarah

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

  • 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 Zubarah
Data Science A data scientist is a person who uses a variety of procedures, methods, systems, and algorithms to analyze data to provide actionable insights. 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 Zubarah. This finest Data Science course was built with the needs of businesses in mind when it comes to the field of Data Science. To succeed as a data scientist, you must, nevertheless, make a particular effort to apply soft skills. Effectively analyze both organized and unstructured data Create strategies to address company issues. 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 Zubarah. 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. . 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. There are numerous reasons why you should take this course.

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

Jasmine

Mobile: +91 9446600368
Location: Mumbai, Online (Zubarah)
Qualification: BE in information technology

Experience: Html css OOPS python SQL basics of cloud computing Experience: fresher  more..

Medina

Mobile: +91 8301010866
Location: Delhi, Online (Zubarah)
Qualification: .

Experience: My name ise medina Ebipi i live in Skopje currently I am working at Liria primary school Im 23 years  more..

Vartika

Mobile: +91 8301010866
Location: Hyderabad , Online (Zubarah)
Qualification: M.Tech CSE

Experience: I am a skilled MLE working in S&P 500 company Factset from last 3+ year I am quite acquainted with  more..

Lohit

Mobile: +91 98474 90866
Location: Odisha, Online (Zubarah)
Qualification: MCA

Experience: django rest framework react js react redux tailwind css  more..

AMIT

Mobile: +91 9446600368
Location: delhi, Online (Zubarah)
Qualification: HSE

Experience: Working with some freelance work with coaching institutes and academic work like book design poster design And also working  more..

Nabila

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Zubarah)
Qualification: Masters

Experience: I am an English teacher with 4 years' experience teaching classes 1 to 8 Skilled in curriculum design fostering language  more..

Vinita

Mobile: +91 91884 77559
Location: Maharashtra, Online (Zubarah)
Qualification: Post graduation and Software manual and automation testing course

Experience: I have done project on manual testing And good at doing test script in automation testing tool selenium java |  more..

Raju

Mobile: +91 98474 90866
Location: Bihar, Online (Zubarah)
Qualification: B tech computer science

Experience: I have a 1 7 year experience as wordpress developer I am working on page builder like elementor elementor pro  more..

Tilviya

Mobile: +91 9895490866
Location: Thrissur, Online (Zubarah)
Qualification: Btech

Experience: I have done 6 months course on html css bootstrap javascript python django MySQL i worked as a odoo developer  more..

Neha

Mobile: +91 91884 77559
Location: Maharashtra, Online (Zubarah)
Qualification: B. Tech in computer science

Experience: Manual testing basic Sql html basic of selenium |   more..

Gopal

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

Experience: ChatGPT 3 5 User Mr Gopal Hiraman Sawake Mail id :- gopalsawake1999@gmail com Contact No :-9325388271 CAREER OBJECTIVE To succeed  more..

Durga

Mobile: +91 9895490866
Location: Maharashtra, Online (Zubarah)
Qualification: Computer engineering

Experience: Software testing Automation Testing selenium java  more..

Veluru

Mobile: +91 8301010866
Location: Ananthapur, Online (Zubarah)
Qualification: BTech

Experience: CAN UDS canoe Canalyzer trace32 lauterbach ADAS JIRA tool debugging black box testing HIL testing | Resume for   more..

safoora

Mobile: +91 89210 61945
Location: Kerala, Online (Zubarah)
Qualification: Bsc.. Computer science

Experience: Web design | Resume for IT Counselor (Work from Home) Hindi Tamil Malayalam  more..

Kishan

Mobile: +91 8301010866
Location: Gujarat, Online (Zubarah)
Qualification: MCA

Experience: I have experience 4 months internship in HRMS App in flutter in Tech Elecon Pvt Ltd Anand Gujrat  more..

dafiya

Mobile: +91 98474 90866
Location: Karnataka, Online (Zubarah)
Qualification: BE

Experience: Working as a WordPress development and tester in visualize cyber solution |   more..

Teena

Mobile: +91 98474 90866
Location: Kerala, Online (Zubarah)
Qualification: B.Tech Electronics and Communications

Experience: Dear Hiring Manager I am writing to express my interest in the python developer position advertised by TechnoMaster With a  more..

SNEHAL

Mobile: +91 9895490866
Location: Maharashtra, Online (Zubarah)
Qualification: Bsc cs

Experience: I have 2 3 yrs of exp in software testing field |   more..

Divya

Mobile: +91 8301010866
Location: Mangalore , Online (Zubarah)
Qualification: BCA

Experience: Computer knowledge programming ms Excel word   more..

Arpitha

Mobile: +91 91884 77559
Location: Karnataka, Online (Zubarah)
Qualification: BE

Experience: HTML CSS Canva Microsoft office manual testing WordPress page speed optimization  more..

Mrunal

Mobile: +91 9895490866
Location: Maharashtra, Online (Zubarah)
Qualification: Mcom

Experience: I have 3+ years of experience in software testing automation testing jira agile api manual testing regression testing automation frameworks  more..

Hafeed

Mobile: +91 91884 77559
Location: Calicut Kerala, Online (Zubarah)
Qualification: Btech in electronics and communication engineering

Experience: I have 1 year and 11 months of experience as a flutter developer I already worked in more than 10  more..

Shefeena

Mobile: +91 9446600368
Location: Aluva, Online (Zubarah)
Qualification: B.tech IT

Experience: 2 n half years experience in python djangoApplication for Python Django  more..

Saba

Mobile: +91 98474 90866
Location: Delhi, Online (Zubarah)
Qualification: 12th pass

Experience: Hii my name is Saba I have some experience in graphic design i like doing graphic design i try to  more..

Sneha

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

Experience: Produced detailed 2D and 3D drawings using AutoCAD software contributing to the design and modification of plant equipment layouts and  more..

Karishma

Mobile: +91 8301010866
Location: Maharashtra, Online (Zubarah)
Qualification: cse

Experience: With a solid foundation in Flutter and Dart I specialize in building responsive and visually appealing UIs handling complex state  more..

Manisha

Mobile: +91 98474 90866
Location: Bhopal, Online (Zubarah)
Qualification: MSC.cs

Experience: I have three months of experience as a front end developer I have skill of html css bootstrap and js  more..

NEHA

Mobile: +91 8301010866
Location: Jharkhand, Online (Zubarah)
Qualification: Ph.D. (pursuing) , MCA

Experience: Teaching experience Python and machine learning hands on experience Java J2EE MySQL HTML CSS Bootstrap Full stack web development |  more..

Pavankumar

Mobile: +91 89210 61945
Location: Karnataka, Online (Zubarah)
Qualification: B.tech

Experience: Strong knowledge on python fundamentals Oops concepts Packages and modules(numpy panda's matplot lib) methode overriding List tupples sets dictionaries  more..

Arun

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Zubarah)
Qualification: Post diploma

Experience: Drafting design engineer - mechanical  more..

Neha

Mobile: +91 8301010866
Location: Aurangabad Maharashtra, Online (Zubarah)
Qualification: Bachelor of engineering

Experience: Python programming Tableau MySQL  more..

Smriti

Mobile: +91 89210 61945
Location: Delhi, Online (Zubarah)
Qualification: BA LLB

Experience: I am thrilled to announce that I have recently resigned from my previous position as a Legal Associate and I  more..

Abhishek

Mobile: +91 89210 61945
Location: Uttar Pradesh, Online (Zubarah)
Qualification: B.Tech

Experience: I have good knowledge of python Django HTML CSS and javascript I work on two project using Django and python  more..

Hemant

Mobile: +91 89210 61945
Location: Lucknow , Online (Zubarah)
Qualification: +12

Experience: Logo design video editing Banner design Poster design Facebook and Instagram ads design Infographic design   more..

Sritama

Mobile: +91 9895490866
Location: West Bengal, Online (Zubarah)
Qualification: BCA

Experience: Javascript Communication skills Editing Drawing programming languages MS office MYSQL   more..

Yamuna

Mobile: +91 89210 61945
Location: Andhra Pradesh, Online (Zubarah)
Qualification: Bachelors degree in computer science

Experience: My skill set encompasses Python programming for diverse project development web development proficiency with Flask database management including Arango DB  more..

Yograj

Mobile: +91 91884 77559
Location: Rajasthan, Online (Zubarah)
Qualification: MCA

Experience: I have briliant knowledge in Web development and communication skills Councelling team management time management and mostly I am able  more..

Prince

Mobile: +91 9446600368
Location: Bihar, Online (Zubarah)
Qualification: B.tech(CSE)

Experience: I have good cybersecurity skills like vulnerability assessment penetration testing security operations center tools like Wireshark nmap metaspoit autopsy ida  more..

Ayush

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Zubarah)
Qualification: B.tech CSE

Experience: C++ Golang Flutter Dart Firebase UI UX : Android Studio VS Code Git GitHub BitBucket Flutter Developer( September 2023 –  more..

Abirami

Mobile: +91 91884 77559
Location: Kerala, Online (Zubarah)
Qualification: bcom

Experience: I have [5 years 9months] of experience in software testing during which I have honed my skills in test case  more..

PAILA

Mobile: +91 8301010866
Location: Visakhapatnam, Online (Zubarah)
Qualification: M TECH

Experience: Sql Manual testing | Resume for   more..

Ananda

Mobile: +91 8301010866
Location: Karnataka, Online (Zubarah)
Qualification: BE

Experience: I have good knowledge in core java selenium and manual testing |   more..

swati

Mobile: +91 98474 90866
Location: Maharashtra, Online (Zubarah)
Qualification: Bachelor of science

Experience: Python programming language SQL   more..

Deepak

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

Experience: I have 1 5 years of python backend experience with fluent knowledge in python django mysql html css git  more..

Akash

Mobile: +91 91884 77559
Location: West Bengal, Online (Zubarah)
Qualification: Bachelor's in Electronics

Experience: Product Visualization: Create realistic models of consumer products (like electronics or furniture) to practice materials textures and lighting for commercial  more..

Soni

Mobile: +91 9446600368
Location: Ranchi, Online (Zubarah)
Qualification: Pursuing MCA

Experience: I hope this message finds you well I'm recognised as a full stack developer I believe that my skills and  more..

Nikhil

Mobile: +91 91884 77559
Location: Punjab, Online (Zubarah)
Qualification: Bachelor of engineering- Computer Science

Experience: Results-oriented B Tech Computer Science graduate with a passion for software development and a solid foundation in computer science principles  more..

ANJITH

Mobile: +91 89210 61945
Location: Andhra Pradesh, Online (Zubarah)
Qualification: bachelor of engineering

Experience: java python c++ c sql database managment system data analysis   more..

Aparna

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Zubarah)
Qualification: Bachelor's degree complete

Experience: Content writing inherit the skills nd development of personality I used to pickup content writing for myself devlop towards my  more..

Amruthesh

Mobile: +91 9446600368
Location: Calicut, Online (Zubarah)
Qualification: Diploma

Experience: Html css javascript bootstrap angular | Application for UI UX Designer  more..

Aadarsh

Mobile: +91 91884 77559
Location: Uttarakhand, Online (Zubarah)
Qualification: Undergraduate

Experience: Cyber Security intern - 9 month ( Nikist io) Web developer intern - 1 month (Dabotics) Web developer intern -  more..

Padmesh

Mobile: +91 9895490866
Location: Mysore, Online (Zubarah)
Qualification: BE

Experience: Software testing Manual testing Selenium Core java | Resume for   more..

Abhishek

Mobile: +91 91884 77559
Location: Delhi, Online (Zubarah)
Qualification: b.tech

Experience: Html css bootstrap javascript react python |   more..

Mayuri

Mobile: +91 9446600368
Location: Maharashtra, Online (Zubarah)
Qualification: bachelor of engineering

Experience: Python Django MySQL Git Django ORM API develpment POSTMAN Django Rest Framework SQLite Agile Methodologies SDLC Visual Studio Code(VLC) PyCharm  more..

Aman

Mobile: +91 8301010866
Location: Gujarat, Online (Zubarah)
Qualification: BTECH

Experience: I am fresher I am good in Front end developer I have good communication skills |   more..

Parmar

Mobile: +91 98474 90866
Location: Gujarat, Online (Zubarah)
Qualification: Btech Computer Engineering

Experience: Hello I have total 6 years of experience and relevant flutter experience in 3 years Thanks  more..

Bhupesh

Mobile: +91 98474 90866
Location: Nashik Maharashtra, Online (Zubarah)
Qualification: 12th, Diploma Civil

Experience: Hello! I am a Full Stack Python (Django) Developer and Website Designer based in Nashik India where I’m creating digital  more..

Kajal

Mobile: +91 91884 77559
Location: Punjab, Online (Zubarah)
Qualification: Masters in Design Multimedia

Experience: Skilled in Illustrative design artworks Graphic design Concept art I completely my Bachelors degree in Fashion Technology and learned the  more..

Patta

Mobile: +91 9895490866
Location: Andhra Pradesh, Online (Zubarah)
Qualification: Btech

Experience: My role as a DevOps Engineer at the current organization involved in leveraging expertise in Linux Bash Docker Kubernetes Ansible  more..

PRATIK

Mobile: +91 9446600368
Location: Maharashtra, Online (Zubarah)
Qualification: BCA

Experience: I have 1 year experience in flutter developer position i worked in Deepmainds Infotech 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 zubarah
Internship/projects in zubarah
Internship/projects in zubarah
Internship/projects in zubarah
Internship/projects in zubarah
Internship/projects in zubarah
Internship/projects in zubarah
Internship/projects in zubarah
Internship/projects in zubarah
Internship/projects in zubarah
Internship/projects in zubarah
Internship/projects in zubarah

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer