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 Manama

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

  • 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 Manama
Data Science This curriculum prepares you to work in a variety of Data Science professions and earn top-dollar wages. 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. Cleaning and validating data to ensure that it is accurate and consistent. 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. 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. 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 Manama. Effectively analyze both organized and unstructured data Create strategies to address company issues. To succeed as a data scientist, you must, nevertheless, make a particular effort to apply soft skills.

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

Prajwal

Mobile: +91 89210 61945
Location: Maharashtra, Online (Manama)
Qualification: B.E.

Experience: Manual Testing SDLC STLC SQL TEST CASE RETEST Regression testing Black box testing white box testing Alpha testing beta testing  more..

SHERIN

Mobile: +91 91884 77559
Location: Kerala, Online (Manama)
Qualification: Msc

Experience: Teaching professional with 5+ years of experience Skilled in lesson planning curriculum development and student assessment Proficient in classroom management  more..

Mansi

Mobile: +91 98474 90866
Location: mumbai, Online (Manama)
Qualification: b.com

Experience: on-page seo off-page seo social media search engine  more..

Kaveri

Mobile: +91 98474 90866
Location: Maharashtra, Online (Manama)
Qualification: B Tech

Experience: My Technology Skills are CCNA CEH Web development python And I'm fresher not experienced and I practice Hacking lots   more..

Basa

Mobile: +91 98474 90866
Location: Andhra Pradesh, Online (Manama)
Qualification: B.sc computer science

Experience: Experienced communicative English trainer Experience canva designer Logo design poster design Social media management  more..

Puneet

Mobile: +91 9446600368
Location: Punjab, Online (Manama)
Qualification: Bachelor in Arts

Experience: 1 **Expertise in English Language Instruction:** Demonstrated ability to effectively teach English grammar vocabulary pronunciation and comprehension skills to students  more..

Nitin

Mobile: +91 8301010866
Location: Mumbai, Online (Manama)
Qualification: Bsc computer science

Experience: Python SQL javascript Previously worked as a javascript python developer at infisolve pvt Ltd | Resume for   more..

Ruby

Mobile: +91 9446600368
Location: Uttar Pradesh, Online (Manama)
Qualification: M.Tech (CSE- specialization in data science)

Experience: Figma tableau ML python html css javascript nextjs wordpress etc  more..

Albin

Mobile: +91 89210 61945
Location: Kerala, Online (Manama)
Qualification: Graduate

Experience: Vulnerability scanning troubleshooting network security Operating system Network design  more..

Kaveri

Mobile: +91 9446600368
Location: Delhi, Online (Manama)
Qualification: Btech

Experience: Manual testing functional testing automation testing with different domain insurance banking ticketing tool and web applications testing also have knowledge  more..

Sujata

Mobile: +91 98474 90866
Location: Odisha, Online (Manama)
Qualification: BTech

Experience: C c++ HTML css python django Java script  more..

vaishali

Mobile: +91 9895490866
Location: Vadodara , Online (Manama)
Qualification: bachelor of architecture

Experience: logo design poster & post making Digital marketing video editing and other   more..

Naveen

Mobile: +91 91884 77559
Location: Himachal Pradesh, Online (Manama)
Qualification: Btech in computer science

Experience: Ethical hacking Penetration testing Network security I am a fresher in this filed  more..

Rohit

Mobile: +91 91884 77559
Location: Himachal Pradesh, Online (Manama)
Qualification: Btech

Experience: Knowledgeable detail-oriented Linux Administrator with over 2 1 years of experience working with LINUX software configuring and troubleshooting nameservers and  more..

Abhik

Mobile: +91 91884 77559
Location: West Bengal, Online (Manama)
Qualification: MCA

Experience: C++ C Java MySql Python and Visual Basic are the list of the programming language skills which I possesses and  more..

Rachit

Mobile: +91 91884 77559
Location: Delhi, Online (Manama)
Qualification: Graduated

Experience: 1 5 year experience in accessibility testing video pdf doc CCA jira |   more..

SHILPA

Mobile: +91 8301010866
Location: Alappuzha , Online (Manama)
Qualification: Btech ece

Experience: Software testing certification   more..

Ankit

Mobile: +91 8301010866
Location: Delhi, Online (Manama)
Qualification: B.Tech

Experience: I am working in sofware development field from last 2 years and have an experience on Django Django Rest Frameworks  more..

Aishwarya

Mobile: +91 89210 61945
Location: Mumbai, Online (Manama)
Qualification: Architect

Experience: Is extremely proficient with Adobe Photoshop Illustrator and indesign Has worked across several disciplines including graphic design architecture interiors furniture  more..

Bhawna

Mobile: +91 98474 90866
Location: Delhi, Online (Manama)
Qualification: Graduate

Experience: Maintain a working knowledge of company products to effectively communicate with customers and design accordingly have 2 years of experience  more..

Apeksha

Mobile: +91 91884 77559
Location: Maharashtra, Online (Manama)
Qualification: B.E(computer engineering)

Experience: My name is Apeksha and I am currently passout from Savitribai phule University pune I have done my bachelor's degree  more..

vinit

Mobile: +91 89210 61945
Location: Bihar, Online (Manama)
Qualification: B.tech

Experience: Three years experience in flutter |   more..

Amaldev

Mobile: +91 8301010866
Location: vaikkom , Online (Manama)
Qualification: BCA

Experience: python with django html css dbms and sqlApplication for Python Django  more..

Ankita

Mobile: +91 89210 61945
Location: Maharashtra, Online (Manama)
Qualification: Bca

Experience: Html5 css bootstrap javascript react Js python c cpp sql  more..

Bandari

Mobile: +91 8301010866
Location: Telangana, Online (Manama)
Qualification: BA Mass communications Degree

Experience: Adobe Creative software- Ai Ps AE Pr In Xd Figma (Beginner) Design thinking typography color theory visual design video editing  more..

Indar

Mobile: +91 98474 90866
Location: Punjab, Online (Manama)
Qualification: B. Tech Information Technology

Experience: I am a cyber security enthusiast pursuing Google's Cyber Security Professional Certificate and I am always looking to up my  more..

Apu

Mobile: +91 8301010866
Location: West Bengal, Online (Manama)
Qualification: 12th

Experience: Softwares I know: 1 Adobe Photoshop 2 Adobe illustrator 3 Adobe after effects 4 Adobe premiere pro And other related  more..

SATHEESHKUMAR

Mobile: +91 89210 61945
Location: Kumbakonam-Tamilnadu, Online (Manama)
Qualification: Bsc.IT

Experience: Senior System Administrator -11 years Windows server and network firewall vmware Hard wareApplication for System Administration Server Admin  more..

PRAFULLA

Mobile: +91 91884 77559
Location: Pune, Maharashtra India, Online (Manama)
Qualification: Bsc in computer science

Experience: Software testing java | Resume for   more..

sandip

Mobile: +91 91884 77559
Location: surat, Online (Manama)
Qualification: 12th pass

Experience: typography colour theory visual design | Resume for   more..

Parag

Mobile: +91 98474 90866
Location: Maharashtra, Online (Manama)
Qualification: B.Tech

Experience: I am in cyber security field since 2019 and have received many Hall of fame by Govt of India as  more..

Sanjeev

Mobile: +91 9895490866
Location: West Bengal, Online (Manama)
Qualification: College

Experience: My skills are graphic design currently pursuing a B Sc in Animation Multimedia and Graphic Design I am in my  more..

Jyoti

Mobile: +91 91884 77559
Location: Madhya Pradesh, Online (Manama)
Qualification: Btech

Experience: I have 3 5 years of experience in quality and 1 3 years of experience in design I am good  more..

Honey

Mobile: +91 98474 90866
Location: Uttar Pradesh, Online (Manama)
Qualification: Bachelor of science

Experience: Html css javascript python WordPress  more..

Sreeranjani

Mobile: +91 91884 77559
Location: Kerala, Online (Manama)
Qualification: BE

Experience: I am having 1 2 years experience in IT field as Web developer My skills are HTML CSS JS MERN  more..

Shiek

Mobile: +91 8301010866
Location: Tamil Nadu, Online (Manama)
Qualification: M.sc computer science

Experience: I completed python programming language  more..

Yagesh

Mobile: +91 91884 77559
Location: Rajasthan, Online (Manama)
Qualification: btech

Experience: c++ python html css rescently graduated  more..

Siddiqui

Mobile: +91 9446600368
Location: Maharashtra, Online (Manama)
Qualification: Diploma in ux ui

Experience: 10 year's of experience in editing images and graphic design and all softwares |   more..

Sowmiya

Mobile: +91 8301010866
Location: Tamil Nadu, Online (Manama)
Qualification: B.E - computer science

Experience: Selenium web driver Java Testng Cucumber data driven SQL Manual testing git and git-Hub jenkins  more..

swathi

Mobile: +91 9895490866
Location: Telangana, Online (Manama)
Qualification: Bachalor of degree

Experience: Good knowledge of Software Development life Cycle (SDLC) System testing whether end feature is working or not Regression testing after  more..

Bhuvaneshwaran

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Manama)
Qualification: B.Com(Computer Application)

Experience: Web development (Front End) HTML css javascript boot strap  more..

Samriti

Mobile: +91 98474 90866
Location: Haryana, Online (Manama)
Qualification: Mca

Experience: Python Java C C++ Basics knowledge of html css javascript php  more..

Sajna

Mobile: +91 9895490866
Location: Kerala, Online (Manama)
Qualification: Bsc IT

Experience: Python django restAPI html css bootstrap javascript jquery angular js Mysql  more..

Sandeep

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

Experience: Certificate in manual testing  more..

Hemant

Mobile: +91 9446600368
Location: HALDWANI, Online (Manama)
Qualification: Btech in computer science

Experience: Graphic design Web design Content writing and rewriting Social media management Canva   more..

Satyam

Mobile: +91 98474 90866
Location: Madhya Pradesh, Online (Manama)
Qualification: BTECH CSE

Experience: Objective Enthusiastic and detail-oriented fresher seeking an entry-level position as a Manual Tester Eager to leverage academic knowledge and hands-on  more..

lavakumar

Mobile: +91 98474 90866
Location: Andhra Pradesh, Online (Manama)
Qualification: MCA

Experience: Cybersecurity: Understanding of various cyber threats and attack vectors Knowledge of security principles and best practices Ability to identify and  more..

MOHANARANGAN

Mobile: +91 9446600368
Location: Tamil Nadu, Online (Manama)
Qualification: MA in English

Experience: Typewriting in English (both Higer and Lower) upto 6yrs experience Ability to converse in English Having better research skills Accuracy  more..

Namrata

Mobile: +91 91884 77559
Location: Maharashtra, Online (Manama)
Qualification: Deploma in interiors

Experience: I know all interior software and i have 5 yrs experience in design field  more..

Govinda

Mobile: +91 98474 90866
Location: Madhya Pradesh, Online (Manama)
Qualification: Bachelor of engineering

Experience: 2+experience in manual testing Having skills of api testing knowledge of agile methodology and jira tool |   more..

Sharun

Mobile: +91 91884 77559
Location: Kerala, Online (Manama)
Qualification: B tech in computer science

Experience: I am a skilled Flutter developer with two years of experience building mobile applications for various clients As a freelance  more..

Ravi

Mobile: +91 91884 77559
Location: Rabari colony Ahmedabad Gujarat 380026, Online (Manama)
Qualification: 10 Pass

Experience: Social media post Festival greeting banner design exhibition post poster Design logo design  more..

Prajakta

Mobile: +91 98474 90866
Location: Maharashtra, Online (Manama)
Qualification: Mca

Experience: C CPP html css javascript java python php  more..

Suruthi

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (Manama)
Qualification: BE CSE

Experience: Web development UI UX Graphical design  more..

Sarvamangala

Mobile: +91 8301010866
Location: Karnataka, Online (Manama)
Qualification: M.tech

Experience: Manual testing core Java SQL   more..

Shubham

Mobile: +91 9895490866
Location: Maharashtra, Online (Manama)
Qualification: B.Tech

Experience: I have 1 year experience in manual testing in gamecloud Technology Pvt Ltd I have experienced in writing testcases raising  more..

Mosesvasu

Mobile: +91 91884 77559
Location: Andhra Pradesh, Online (Manama)
Qualification: Btech

Experience: I have a strong foundation on artificial intelligence over python I done many projects over AI using python Project are  more..

Prashanthi

Mobile: +91 91884 77559
Location: Hyderabad, Online (Manama)
Qualification: MCA

Experience: Python full stack web developer ( intern) 6 months | Resume for   more..

Priyanka

Mobile: +91 9446600368
Location: Andaman and Nicobar Islands, Online (Manama)
Qualification: Bachelor in science visual communication

Experience: I have more than 3 5 years work experience I have been ideation and creating arts and design   more..

Suman

Mobile: +91 98474 90866
Location: Haryana, Online (Manama)
Qualification: Graphic designer diploma+M.A(JMC)

Experience: 4 years experience in graphic design | Resume for   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 manama
Internship/projects in manama
Internship/projects in manama
Internship/projects in manama
Internship/projects in manama
Internship/projects in manama
Internship/projects in manama
Internship/projects in manama
Internship/projects in manama
Internship/projects in manama
Internship/projects in manama
Internship/projects in manama

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer