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 Mumbai

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

  • 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 Mumbai
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. To succeed as a data scientist, you must, nevertheless, make a particular effort to apply soft skills. 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 Mumbai. 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 Mumbai. Identify and collect data from data sources. . 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. A data scientist is a person who uses a variety of procedures, methods, systems, and algorithms to analyze data to provide actionable insights. Create data strategies with the help of team members and leaders. Cleaning and validating data to ensure that it is accurate and consistent.

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

Monisha

Mobile: +91 9446600368
Location: Chengannur, Online (Mumbai)
Qualification: B.sc computer science

Experience: 2 3 years experience as software testing engineer in syntel private limited   more..

Anurag

Mobile: +91 9446600368
Location: Pune Maharashtra , Online (Mumbai)
Qualification: Bsc running

Experience: Adobe illustrator-Adobe photoshop-adobe after effects- coral draw logo design graphics design poster vectors invitation cards marriage card or album anything  more..

Sithara

Mobile: +91 8301010866
Location: India, Online (Mumbai)
Qualification: BCA

Experience: Full stack development   more..

divya

Mobile: +91 98474 90866
Location: Maharashtra, Online (Mumbai)
Qualification: Bcs

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

Rutvik

Mobile: +91 89210 61945
Location: GUjrat , Ahmedabad, Online (Mumbai)
Qualification: BCA (Bachelor of Computer Applications)

Experience: php laravel code ignitor ajax jquery javascript core php mysql 5yr exp in backendApplication for PHP Laravel  more..

Karthika

Mobile: +91 9446600368
Location: Tamil Nadu, Online (Mumbai)
Qualification: BCA

Experience: I completed a 3-month internship as a Flutter developer at Vinsup Infotech where I am now working full-time My skills  more..

Aradhana

Mobile: +91 91884 77559
Location: Maharashtra, Online (Mumbai)
Qualification: M.Sc

Experience: Html css bootstrap wordpress  more..

Swarnendu

Mobile: +91 8301010866
Location: West Bengal, Online (Mumbai)
Qualification: Graduate

Experience: Experienced with Information Technology Support above 6 + years Skilled in hardware networking windows DC ADC DNS Firewall VPN and  more..

Krupa

Mobile: +91 9446600368
Location: Karnataka, Online (Mumbai)
Qualification: BE

Experience: As a passionate UI UX designer I've honed my skills through hands-on practice in creating captivating designs using tools like  more..

Adwaitha

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

Experience: Speaking skills like hindi English Malayalam tamil languages also have strong background skills in software testing specialist  more..

Serin

Mobile: +91 9895490866
Location: Tamil Nadu, Online (Mumbai)
Qualification: BA English Literature

Experience: EXPERTISE • MS Office (Word PowerPoint Excel) • Canva editing • Adobe Photoshop • Decision Making INTERNSHIP (AFTERNOON NEWSPAPER) •  more..

Jyoti

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

Experience: Profile: - Software Test Engineer (Manual Testing) Experience: - Associate consultant-QA | 10 Months Current Location: -Pune Skill: Manual testing  more..

Uttam

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

Experience: Flutter full stack developer 1 5 years of experience | Resume for   more..

Rahul

Mobile: +91 89210 61945
Location: West Bengal, Online (Mumbai)
Qualification: Diploma In Cyber Security

Experience: As a cybersecurity-focused AI I offer expertise in: - AWS security best practices and cloud environment management - Roles and  more..

Tejaswini

Mobile: +91 8301010866
Location: Telangana, Online (Mumbai)
Qualification: Btech

Experience: 3 years of experience in manual testing Api Testing and DB testing Knowledge in automation selenium Java |   more..

Smit

Mobile: +91 89210 61945
Location: Gujarat, Online (Mumbai)
Qualification: BCA

Experience: As a professional developer I have 3 years of experience I will provide you with consistent performance from designing the  more..

Mahantesh

Mobile: +91 91884 77559
Location: Kalaburagi, Online (Mumbai)
Qualification: Bsc (electronics)

Experience: I know the basics of python sql server html and css | Resume for   more..

KUNDAN

Mobile: +91 9446600368
Location: Maharashtra, Online (Mumbai)
Qualification: MBA ,CFP

Experience: As a stock market Expert my skills and experience include: 1 Market Analysis: - Technical analysis using chart patterns indicators  more..

Dhivya

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Mumbai)
Qualification: B.E computer science

Experience: AWS services Devops terraform Jenkins docker and docker hub GIt and GitHub Ansible python Linux windows shell scripting  more..

Sudarvizhi

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Mumbai)
Qualification: B.Tech IT

Experience: Dear team I am Sudarvizhi V and I completed my graduate degree in 2022 As of now I completed the  more..

apurwa

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

Experience: Java core java manual testing automation testing api testing data base |   more..

Anusha

Mobile: +91 9895490866
Location: Tamil Nadu, Online (Mumbai)
Qualification: MBA

Experience: 5 years of experience in business development management and customer relationship with good communication skills Soft spoken hard working good  more..

Akhil

Mobile: +91 89210 61945
Location: Kerala Kottayam, Online (Mumbai)
Qualification: BCA

Experience: Software testing and total of there year experience  more..

Mary

Mobile: +91 9895490866
Location: Chennai, Online (Mumbai)
Qualification: M.E

Experience: Respected sir madam As I am a graduate in M E structural engineering from Gnanamani College of engineering nammakal and  more..

tejal

Mobile: +91 9895490866
Location: Maharashtra, Online (Mumbai)
Qualification: Btech

Experience: SLDC STLC Oops Concepts html and css software testing  more..

Raihana

Mobile: +91 98474 90866
Location: Kochi, Online (Mumbai)
Qualification: BCA

Experience:  Monitor security alerts and incidents  Analyze security events to identify potential threats and vulnerabilities  Assist in incident  more..

Rohit

Mobile: +91 91884 77559
Location: Madhya Pradesh, Online (Mumbai)
Qualification: Graduate in Bachelor of commerce with computer application

Experience: I have an experienced with HTML CSS Javascript Bootstrap React and UI UX tools like figma I made several projects  more..

ANU

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

Experience: I am eager to leverage my skills and experience to contribute positively to your team as a python developer  more..

Nidhi

Mobile: +91 9446600368
Location: Gujarat, Online (Mumbai)
Qualification: M.tech

Experience: Selenium with Java SQL Manual Testing Postman Api testing  more..

Chirag

Mobile: +91 98474 90866
Location: Indore, Online (Mumbai)
Qualification: MCA

Experience: I have 1 5 year experience in WordPress Shopify as backend developer   more..

swetha.s

Mobile: +91 9446600368
Location: Tamil Nadu, Online (Mumbai)
Qualification: MBA

Experience: I had one year of experience in my career where i have worked on several products from entire research steps  more..

Vishal

Mobile: +91 91884 77559
Location: Ahmedabad , Online (Mumbai)
Qualification: Msc(artificial intelligence and machine learning)

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

Shifana

Mobile: +91 9895490866
Location: Kerala, Online (Mumbai)
Qualification: Bsc Computer Science

Experience: Completed a Flutter developer course in Calicut and currently serving as an intern at Apsiak Technologies Engaged in the development  more..

Sheeba

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

Experience: 3 years of hand on software testing experience ; ISTQB foundation certified tester Experience using Jira Bugzila for defect tracking  more..

Amarjit

Mobile: +91 91884 77559
Location: Manipur, Online (Mumbai)
Qualification: MCA

Experience: C++ Python HTML CSS Java Android dev Flutter Javascript Kotlin Linux SQL Embedded programming Ruby C programming Django   more..

Nikita

Mobile: +91 9446600368
Location: Maharashtra, Online (Mumbai)
Qualification: Msc it

Experience: Manual testing Automation testing  more..

Siva

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

Experience: I'm interested in ethical hacking and I'm interested role in security analyst  more..

Anuradha

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

Experience: Adobe certified professional visual design ( Adobe Photoshop) currently training with MAAC animation (Lucknow) for last 11 months  more..

Priyadharshini.A

Mobile: +91 9446600368
Location: Tamil Nadu, Online (Mumbai)
Qualification: B.Tech(IT)

Experience: Manual testing Automation testing SQL   more..

BARSHANA

Mobile: +91 9895490866
Location: Kerala, Online (Mumbai)
Qualification: Msc

Experience: 1 Teaching: Experienced in delivering engaging lessons and fostering a positive learning environment 2 Curriculum Development: Skilled in designing and  more..

Gautam

Mobile: +91 9895490866
Location: Haryana, Online (Mumbai)
Qualification: Undergraduate

Experience: Linux Core Java (Basic) c++ (Basic) HTML and CSS frontend web design  more..

Pinal

Mobile: +91 91884 77559
Location: Surat,Gujarat, Online (Mumbai)
Qualification: BCA

Experience: I have a deep understanding of the technical skills I have 2 year plus experience in flutter  more..

Raqib

Mobile: +91 8301010866
Location: Jammu and Kashmir, Online (Mumbai)
Qualification: B. Architecture

Experience: As an architect I have dedicated my life to designing and creating spaces that are not only functional but also  more..

Bhagwat

Mobile: +91 98474 90866
Location: Maharashtra, Online (Mumbai)
Qualification: bca

Experience: I have 6 5 year of experience as UI UX Designer I am looking for a new opportunity immediately for  more..

Bharat

Mobile: +91 98474 90866
Location: Ahmadpur, Online (Mumbai)
Qualification: Bsc

Experience: angular typescript CSS3 HTML JAVASCRIPT NODEJS MYSQLApplication for Angular JS  more..

Dakshi

Mobile: +91 91884 77559
Location: Delhi, Online (Mumbai)
Qualification: mba(it)

Experience: I have experience as a stem instructor in python ml data science scratch python data science artificial intelligence machine learning|  more..

Madhu

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Mumbai)
Qualification: M.Sc. (Maths) and M.Ed.

Experience: As a trained teacher I have acquired skills like classroom management lesson planning curriculum development differentiated instruction and communication ICT  more..

Aarti

Mobile: +91 91884 77559
Location: Ludhiana, Online (Mumbai)
Qualification: MBA- HR

Experience: Excellent IT skills especially with design and photo-editing software Exceptional creativity and innovation Excellent time management and organisational skills Accuracy  more..

Ashwin

Mobile: +91 91884 77559
Location: Bangalore , Online (Mumbai)
Qualification: BE.ECE

Experience: Python odoo   more..

Ponsiva

Mobile: +91 8301010866
Location: Tamil Nadu, Online (Mumbai)
Qualification: BSC (IT)

Experience: "Hello everyone! I'm Ponsiva Sankar a Python backend developer specializing in AI and ML technologies Currently I'm focusing on leveraging  more..

Lokambika

Mobile: +91 8301010866
Location: Karnataka, Online (Mumbai)
Qualification: B.E

Experience: Having an experience in manual and automation testing for 5+ years |   more..

SNEHA

Mobile: +91 98474 90866
Location: Uttar Pradesh, Online (Mumbai)
Qualification: LLM in Law

Experience: She has also worked under the Ministry of Law and Justicewhere she dealt with various cases related to corporate commercial  more..

Kalyani

Mobile: +91 98474 90866
Location: Pune, Maharashtra, Online (Mumbai)
Qualification: BCA, MCA

Experience: Graphics Logo design Website graphics Canva Video Editing Inshot Filmora Veed io Creativity Skills Ad Design Buffer Media Management Social  more..

Srinivasan

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

Experience: Proficient in the Flutter framework and Dart programming language Experience building cross-platform mobile applications for both iOS and Android Knowledge  more..

Patiksha

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

Experience: Manual testing 3 years API TESTING 2 years Database testing 6 month Communication Team work  more..

Ujjwal

Mobile: +91 9446600368
Location: Maharashtra, Online (Mumbai)
Qualification: B. Tech 4th year pursuinf

Experience: Java Dart Flutter React Android studio Currently i m working flutter android app  more..

Supriya

Mobile: +91 9446600368
Location: Mumbai , Online (Mumbai)
Qualification: BE

Experience: 1 5 years experience in react   more..

Padmalochana

Mobile: +91 91884 77559
Location: Odisha, Online (Mumbai)
Qualification: Bca

Experience: Flutter developer with 3 years of experience His expertise includes Dart push notifications Firebase Riverpod Hive for local storage and  more..

vasudha

Mobile: +91 9895490866
Location: Thrissur , Online (Mumbai)
Qualification: MCA

Experience: Experienced in teaching python django full stack development Key skills Python Django framework Html Css Bootstrap JsApplication for Python Django  more..

Shahbuddin

Mobile: +91 91884 77559
Location: Maharashtra, Online (Mumbai)
Qualification: Bachelor degree

Experience: G H Raisoni Institute of Engineering and Technology Manual testing Automation testing Mysql-Database Postman-API SDLC STLC Defect life cycle Agile  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 mumbai
Internship/projects in mumbai
Internship/projects in mumbai
Internship/projects in mumbai
Internship/projects in mumbai
Internship/projects in mumbai
Internship/projects in mumbai
Internship/projects in mumbai
Internship/projects in mumbai
Internship/projects in mumbai
Internship/projects in mumbai
Internship/projects in mumbai

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer