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 Shepparton

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

  • 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 Shepparton
Data Science Experts provide immersive online instructor-led seminars. Data Science provides a diverse set of tools for analyzing data from a range of sources, including financial records, multimedia files, marketing forms, sensors, and text files. To find trends and patterns, use algorithms and modules. This finest Data Science course was built with the needs of businesses in mind when it comes to the field of Data Science. Create data strategies with the help of team members and leaders. You'll have a personal mentor who will keep track of your development. 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. 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. 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. Identify and collect data from data sources.

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

Akash

Mobile: +91 9895490866
Location: Gwalior, Online (Shepparton)
Qualification: Btech

Experience: Learning python and power-Bi  more..

Nasna

Mobile: +91 8301010866
Location: Kerala, Online (Shepparton)
Qualification: BCA, certified in Software testing

Experience: Multitasking Manual testing App testing Ui testing |   more..

Aman

Mobile: +91 91884 77559
Location: Kerala, Online (Shepparton)
Qualification: B.TECH IN MECHATRONICS

Experience: Completed a 3 months internship on python  more..

Yuvarani

Mobile: +91 8301010866
Location: Tamil Nadu, Online (Shepparton)
Qualification: MCA

Experience: Done certification course in software testing in Bangalore Knowledge in manual testing and automation testing(selenium using Java) Knowledge in SQL  more..

Pavithra

Mobile: +91 9446600368
Location: Andhra Pradesh, Online (Shepparton)
Qualification: Btech(computer science)

Experience: python java html php and sql I'm currently working as a data engineer   more..

Abhay

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

Experience: Android Kotlin Java 10 years of experience in Android App development  more..

Jyotsana

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

Experience: Html css java springboot javascript manual testing |   more..

Devika

Mobile: +91 8301010866
Location: Kerala, Online (Shepparton)
Qualification: Bsc computer science and pgdca

Experience: 2 years experience ans skills for php c c++ java html sql  more..

Santosh

Mobile: +91 91884 77559
Location: Telangana, Online (Shepparton)
Qualification: B.com Computers

Experience: Troubleshooting DNS DHCP Hardware and networking firewall and security  more..

Suyash

Mobile: +91 8301010866
Location: Maharashtra, Online (Shepparton)
Qualification: B.E

Experience: python django emailmarketing  more..

Poornima

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

Experience: C programming java basic computer skills  more..

Sanjeeb

Mobile: +91 91884 77559
Location: Odisha, Online (Shepparton)
Qualification: BCA

Experience: Computer hardware networking and ethical hacking |   more..

Sunita

Mobile: +91 8301010866
Location: Maharashtra, Online (Shepparton)
Qualification: Graphics design

Experience: Graphics design certificate course Ms cit  more..

ARUN

Mobile: +91 91884 77559
Location: Kerala, Online (Shepparton)
Qualification: Btech

Experience: Python django full stack developer Datastructers and algorithamApplication for Python Django  more..

Rajdeep

Mobile: +91 91884 77559
Location: Hyderabad, Online (Shepparton)
Qualification: BTech in computer science

Experience: Expert in flutter node js express js react js AWS Azure Magento Laravel  more..

Adhil

Mobile: +91 8301010866
Location: Kerala, Online (Shepparton)
Qualification: B.com

Experience: Python Html Css Sql react I have completed a Diploma Course on Python Full-Stack program   more..

REHAN

Mobile: +91 98474 90866
Location: Chhattisgarh, Online (Shepparton)
Qualification: currently pursuing 12th

Experience: As a graphic designer with 2 years of experience I specialize in creating visually compelling designs for various media My  more..

Aarti

Mobile: +91 98474 90866
Location: Maharashtra, Online (Shepparton)
Qualification: B. Sc. Computer science

Experience: Good morning I am Aarti maruti jadhav I have completed my B Sc In computer science from Yashwantro chavan Institute  more..

Diya

Mobile: +91 9895490866
Location: Kerala, Online (Shepparton)
Qualification: Master of computer Application

Experience: Leadership skill Good communication skill Language C C++ python  more..

Tejaswini

Mobile: +91 9895490866
Location: Karnataka, Online (Shepparton)
Qualification: M.Tech

Experience: I'm really good at using SQL to work with data and finding problems in computer programs by carefully testing them  more..

Sohail

Mobile: +91 9895490866
Location: Telangana, Online (Shepparton)
Qualification: Under graduate

Experience: Expert in computer networks Linux programming cybersecurity and system admin   more..

Adwetha

Mobile: +91 98474 90866
Location: Kerala, Online (Shepparton)
Qualification: b.tech

Experience: c c++ python teamwork hardworking leadership communication skills   more..

lalita

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

Experience: Manual tester job functional testing performsance testing STLC  more..

K.vennela

Mobile: +91 98474 90866
Location: Andhra Pradesh, Online (Shepparton)
Qualification: B.tech

Experience: I have 2 years experience in manual testing for mobile application using Android studio visual studio and postman api |  more..

Anand

Mobile: +91 9895490866
Location: Kerala, Online (Shepparton)
Qualification: B.E Electronics and Communication Engineering

Experience: I have worked as a java Backend developer in a startup company i have involved in the development of scalable  more..

Deepti

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

Experience: Skills: • Client engagements • Customer dealing • Project Management • Well versed with Internet and MS Office (Word Excel  more..

Anuj

Mobile: +91 91884 77559
Location: Delhi, Online (Shepparton)
Qualification: MCA

Experience: Software Development Application lifecycle Java expertise Bug Resolution FCM Services RESTful services and JSON IDE: - Android Studio Eclipse Kotlin  more..

Vismitha

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

Experience: Linux aws docker jenkins git networking  more..

suriakanth

Mobile: +91 8301010866
Location: neyveli, Online (Shepparton)
Qualification: BE computer science and engineering

Experience: java and testing   more..

Ankit

Mobile: +91 9895490866
Location: Maharashtra, Online (Shepparton)
Qualification: Mca

Experience: Passionate Full stack python and django developer with 2 years of experience I have strong problem solving skills in python  more..

Ishita

Mobile: +91 9446600368
Location: West Bengal, Online (Shepparton)
Qualification: B.Tech on Computer Science and Engineering

Experience: I have an 5 years experience on manual software testing |   more..

Vaishnavi

Mobile: +91 91884 77559
Location: Maharashtra, Online (Shepparton)
Qualification: Mca

Experience: Core Java SQL testing selenium web services dbms Linux jira maven etc I am a fresher  more..

Harshit

Mobile: +91 8301010866
Location: Punjab, Online (Shepparton)
Qualification: 12th pass

Experience: I'm a Graphic Designer with an experience of 2 5 years I have my expertise in photoshop xd illustrator Skills:  more..

Srikar

Mobile: +91 8301010866
Location: Hyderabad, Online (Shepparton)
Qualification: Diploma & certification in software testing

Experience: Hi My name is Srikar a fresher seeking for a job or internship in your organization I have recently completed  more..

Aneesh

Mobile: +91 89210 61945
Location: Kerala, Online (Shepparton)
Qualification: B. Tech

Experience: Handson experience with odoo v13 14 15 16 capable of designing developing and maintaining enterprise application   more..

Subhadip

Mobile: +91 9446600368
Location: West Bengal, Online (Shepparton)
Qualification: Graduation

Experience: My name is Subhadip Sardar and I am writing to express my interest in the Cyber Security and Ethical Hacking  more..

KUNDAN

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

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

MANIKANDAN

Mobile: +91 9895490866
Location: Tamil Nadu, Online (Shepparton)
Qualification: BE

Experience: I have completed my cloud computing intern in C-DAC chennai I have skills like linux Aws git git-hub jenkins ansible  more..

Amaljith

Mobile: +91 89210 61945
Location: Kerala, Online (Shepparton)
Qualification: B Tech Graduate

Experience: Python Django HTML CSS Bootstrap More on web development website development Currently working as a Full Stack Web Developer at  more..

Aman

Mobile: +91 91884 77559
Location: Chandigarh , Online (Shepparton)
Qualification: B.Tech

Experience: Aerospace CATIA V5 solids works part design surface design assembly design 2D engineering drawing   more..

Aman

Mobile: +91 91884 77559
Location: bihar , Online (Shepparton)
Qualification: BE

Experience: beginner level experience in python and DjangoApplication for Python Django  more..

Aneena

Mobile: +91 9895490866
Location: Kerala, Online (Shepparton)
Qualification: Diploma in graphic design

Experience: Graphic design 2 year experience |   more..

Balavadivu

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Shepparton)
Qualification: MCA

Experience: Worked as client projects in asp net MVC C Sharp and mysql backend   more..

Amit

Mobile: +91 98474 90866
Location: Maharashtra, Online (Shepparton)
Qualification: Bachelor of engineering

Experience: Vapt ethical Hacker cybersecurity  more..

Dona

Mobile: +91 9446600368
Location: Kerala, Online (Shepparton)
Qualification: MCA

Experience: I developed a Budget Tracker application in Flutter at kingslabs Technologies it help users manage their finances by tracking income  more..

Muhammed

Mobile: +91 8301010866
Location: Pattambi, Online (Shepparton)
Qualification: Btech-Computer Science and Engineering

Experience: I had completed an 3 month internship as a python developer trainee at Cybrosys technologies calicut My skills I had  more..

Manjeet

Mobile: +91 91884 77559
Location: Gurugram , Online (Shepparton)
Qualification: Bsc with computer application

Experience: Core python with Django I am working as intern in ahom technology Application for Python Django  more..

Manjula

Mobile: +91 9446600368
Location: Bangalore, Online (Shepparton)
Qualification: Msc

Experience: It trainer cum developer 11 years experience in the same field  more..

Sushree

Mobile: +91 89210 61945
Location: Odisha, Online (Shepparton)
Qualification: MCA

Experience: Hello my name is sushree sucharita Mohanty I'm mca final year student Skilled in java python css js html Eagerly  more..

Nandhitha

Mobile: +91 8301010866
Location: Chennai , Online (Shepparton)
Qualification: Bachelor of Technology

Experience: good in doing posters and logo design in CANVA   more..

balaji

Mobile: +91 98474 90866
Location: Pune, Online (Shepparton)
Qualification: mca

Experience: python django html css mysql git pandas numpy | Resume for   more..

Sanskruti

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

Experience: I have 2 years of experience as a software developer My expertise in Python Django Dhanjo REST Framework web development  more..

Hadassah

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

Experience: i am a graduate in B Tech in cs and have an excellent knowledge in python prog language and several  more..

Gurrappa

Mobile: +91 9446600368
Location: Andhra Pradesh, Online (Shepparton)
Qualification: BSC

Experience: STLC ADLC Functional testing and non functional testing Agile method   more..

Ashwini

Mobile: +91 89210 61945
Location: Karnataka, Online (Shepparton)
Qualification: Be

Experience: Manual testing sql java |   more..

SABARIRAJAN

Mobile: +91 91884 77559
Location: bengalore, Online (Shepparton)
Qualification: BE

Experience: python django flask mysql FresherApplication for Python Django  more..

Vrutanti

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

Experience: I have taken an internship in UI UX Design in 2024 And like to do creative things As UI designer  more..

SHASHANK

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

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

Md

Mobile: +91 8301010866
Location: Patna, Online (Shepparton)
Qualification: Bachelor degree

Experience: Skill: wordpress html5 css3 bootstrap js Experience: 1 5 years  more..

Vishal

Mobile: +91 8301010866
Location: Uttar Pradesh, Online (Shepparton)
Qualification: Mba

Experience: I Have 1 year of experience in this tech stack html css js react scss git bootstrap tailwind css  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 shepparton
Internship/projects in shepparton
Internship/projects in shepparton
Internship/projects in shepparton
Internship/projects in shepparton
Internship/projects in shepparton
Internship/projects in shepparton
Internship/projects in shepparton
Internship/projects in shepparton
Internship/projects in shepparton
Internship/projects in shepparton
Internship/projects in shepparton

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer