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 Bendigo

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

  • 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 Bendigo
Data Science 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 Bendigo. 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. To find trends and patterns, use algorithms and modules. To succeed as a data scientist, you must, nevertheless, make a particular effort to apply soft skills. . This curriculum prepares you to work in a variety of Data Science professions and earn top-dollar wages. This finest Data Science course was built with the needs of businesses in mind when it comes to the field of Data Science. There are numerous reasons why you should take this course. 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. Identify and collect data from data sources.

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

Nikita

Mobile: +91 9895490866
Location: Vadodara, Online (Bendigo)
Qualification: Diploma in information technology

Experience: Resently i completed menual software testing course and well traine from welltech institute good knowledge about testing and test cases  more..

hemanshu

Mobile: +91 91884 77559
Location: Gujarat, Online (Bendigo)
Qualification: 10th

Experience: graphic design logo animation video editor and more   more..

Paranji

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

Experience: Good communication skills jn ethical hacking and cybersecurity with the tools of kali Linux penetrator testing VAPT  more..

Sadaf

Mobile: +91 9446600368
Location: Navi mumbai, Online (Bendigo)
Qualification: In 4th year of bachelors degree

Experience: Skills i can make any design and logo in canva don’t have experience but won’t let you down  more..

Rashikaa

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Bendigo)
Qualification: BSC Viscom

Experience: With 4 years of experience as a graphic designer I bring a strong track record in custom illustration and design  more..

Akash

Mobile: +91 8301010866
Location: Chandigarh, Online (Bendigo)
Qualification: Bachelor of arts

Experience: I am fresher in graphic design I learned in my training about:-Photoshop Illustrator Coreldraw and Canva   more..

Rajesh

Mobile: +91 9895490866
Location: Kerala, Online (Bendigo)
Qualification: Graphic Designer

Experience: Iam Rajesh V Iam creative imaginative Graphic designer Experience in production multimedia Marketing and prind design   more..

Sagar

Mobile: +91 9446600368
Location: Jaipur, Online (Bendigo)
Qualification: MCA

Experience: Skills: Python Django Django Rest Frameworks Unit testing HTML CSS etc Experience: 1) 9 5 months as Software developer where  more..

Venkata

Mobile: +91 98474 90866
Location: Andhra Pradesh, Online (Bendigo)
Qualification: BTECH

Experience: Python Developer Sql odoo xml plsql  more..

sangram

Mobile: +91 9446600368
Location: Maharashtra, Online (Bendigo)
Qualification: Btech

Experience: I am a dedicated software manual tester with 6months of experience in creating effective test cases and ensuring the delivery  more..

Manikadan

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

Experience: I have a knowledge for c c++ python   more..

Patel

Mobile: +91 9446600368
Location: TAPI (Vyara), Online (Bendigo)
Qualification: B.E.[I.T]

Experience: I am android app developer I have 1 5year experience in developing Application for Software Testing  more..

Keerthana

Mobile: +91 89210 61945
Location: Kerala, Online (Bendigo)
Qualification: MCA

Experience: Python Java Html Software testing Knowledge of sdlc Basics of selenium I worked as a software tester intern  more..

Robbinson.v

Mobile: +91 8301010866
Location: Coimbatore, Online (Bendigo)
Qualification: B.E mechanical

Experience: Having 6+ year's of experience in design and domain good knowledge in new product development from the scratch to end  more..

Urvashi

Mobile: +91 91884 77559
Location: Haryana, Online (Bendigo)
Qualification: B.Arch

Experience: -Assisting in the creation of architectural designs drawings and presentations under the guidance of the Principal Architect -Contributing to effective  more..

Rupapara

Mobile: +91 9446600368
Location: Surat, Online (Bendigo)
Qualification: BE(computer engineering)

Experience: Skills - python django MySQL html javascript Experience - fresher Application for Python Django  more..

Akanksha

Mobile: +91 9895490866
Location: Chandigarh, Online (Bendigo)
Qualification: MCA

Experience: Dear Hiring Manager I am writing to express my interest in the job opportunity at Nestsoft company I am currently  more..

Farhat

Mobile: +91 91884 77559
Location: Maharashtra, Online (Bendigo)
Qualification: B.Sc (computer science)

Experience: As a computer science graduate and former experience IT instructor at Azam Campus(Pune) I posses strong technical and teaching skills  more..

Alok

Mobile: +91 89210 61945
Location: Gujarat, Online (Bendigo)
Qualification: Diploma in mechanical engineering

Experience: AutoCAD Solidworks Creo Autodesk Inventor Design Engineering Product Design & Development Reverse Engineering CAD Modelling Drafting Drawing Assembly model Assembly  more..

Albin

Mobile: +91 98474 90866
Location: Assam, Online (Bendigo)
Qualification: BSC

Experience: Assistant Teacher (General science Computer Science Maths): 2 5 years NGO (Drishtee Foundation) community development supply chain management: 2years  more..

VIJAYKUMAR

Mobile: +91 91884 77559
Location: Maharashtra, Online (Bendigo)
Qualification: Diploma Civil

Experience: Civil and Structural Design Engineer with over 18 years of extensive experience in design and drafting across multiple sectors including  more..

Yallalinga

Mobile: +91 98474 90866
Location: Karnataka, Online (Bendigo)
Qualification: BE mechanical engineer

Experience: Dear sir madam i am Yallalinga kanakal i am completed BE mechanical engineer and work experience in design using auto  more..

Kavin

Mobile: +91 91884 77559
Location: Coimbatore, Online (Bendigo)
Qualification: B.com CSCS

Experience: Working as Jr Python full-stack developer ( Team Lead) Full fledg in HTML CSS JAVASCRIPT BOOTSTRAP SCSS SVG DJANGO PYTHON  more..

Mouleeswaran

Mobile: +91 9446600368
Location: Gobichettipalayam,Erode, Online (Bendigo)
Qualification: BSc

Experience: Python Developer Django Front end developer MySQL Beginner in RUBYApplication for Python Django  more..

YOHAASREE

Mobile: +91 9895490866
Location: TRICHY, Online (Bendigo)
Qualification: Bsc

Experience: python developerApplication for Python Django  more..

M

Mobile: +91 8301010866
Location: Andhra Pradesh, Online (Bendigo)
Qualification: Mca

Experience: Concealing in team members and sale the project administration and development team working with team   more..

Salu

Mobile: +91 91884 77559
Location: Kerala, Online (Bendigo)
Qualification: MCA

Experience: Selenium webdriver jira cucumber SQL php  more..

Venkada

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Bendigo)
Qualification: BE

Experience: I am venkadaprasath and I have 1 6 years of experience as a software tester Currently I am working on  more..

Akshata

Mobile: +91 9895490866
Location: Maharashtra, Online (Bendigo)
Qualification: BE

Experience: Manual testing automation testing Selenium JIRA TOOL TEST Rail API TESTING DATABASE Testing  more..

Neha

Mobile: +91 91884 77559
Location: Indore, Online (Bendigo)
Qualification: b.tech

Experience: I am Neha Dhanuk and I am fresher I am from khandwa but currently living in Indore I have completed  more..

Anurag

Mobile: +91 91884 77559
Location: Pune Maharashtra , Online (Bendigo)
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..

Diapk

Mobile: +91 91884 77559
Location: Pune, Online (Bendigo)
Qualification: BE

Experience: Selenium java jira maven manual testing Application for Software Testing  more..

Sanjay

Mobile: +91 9446600368
Location: Delhi, Online (Bendigo)
Qualification: Bachelor of arts

Experience: I've been working on graphic design more than 5 years and specializing Excel in photo retouch editing background removal for  more..

Nandhini

Mobile: +91 9446600368
Location: Tamil Nadu, Online (Bendigo)
Qualification: Bachelor of Engineering

Experience: I have worked as a 3D design and printing tutor in SSVM institutions at coimbatore I have experience in handling  more..

Jeyamaran

Mobile: +91 91884 77559
Location: Karaikudi, Online (Bendigo)
Qualification: BE MECHANICAL

Experience: I had a great interest in Digital marketing which gave me the role of working as a Creative Director  more..

Chinmay

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

Experience: Manual testing Mobile application testing Web application testing Api testing Database testing Cypress automation testing Jira Bitbucket Gitlab STLC |  more..

Ravi

Mobile: +91 89210 61945
Location: Delhi, Online (Bendigo)
Qualification: Btech (IT)

Experience: Java C++ SQL Software testing manual testing |   more..

Sravani

Mobile: +91 89210 61945
Location: Andhra Pradesh, Online (Bendigo)
Qualification: Graduating 2024

Experience: Software Engineering Software Testing Software life cycle Basic knowledge in SDLC proficient in programming languages |   more..

krunal

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

Experience: i am excited to apply for the Flutter developer position and believe that my qualifications and experience make me an  more..

Sujata

Mobile: +91 98474 90866
Location: Maharashtra, Online (Bendigo)
Qualification: BSCIT

Experience: Basically I am net developer having 5+ years of experience in same along with that I know Marathi and Hindi  more..

Himanshu

Mobile: +91 9446600368
Location: Delhi, Online (Bendigo)
Qualification: BSc (H) Instrumentation

Experience: Python Penetration Testing Computer networking DBMS Linux cryptography wireless network understanding  more..

Anusha

Mobile: +91 9446600368
Location: Tamil Nadu, Online (Bendigo)
Qualification: BTECH IT

Experience: Hi This is Anusha And I've two years of experience thru WordPress and Shopify I created a UI design and  more..

Astha

Mobile: +91 98474 90866
Location: Maharashtra, Online (Bendigo)
Qualification: Btech CSE

Experience: WordPress Plugin development Theme development React JavaScript Jquery Ajax HTML CSS MySQL  more..

Abhishek

Mobile: +91 91884 77559
Location: Mandsaur, Online (Bendigo)
Qualification: BTech

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

chaitanya

Mobile: +91 91884 77559
Location: Delhi, Online (Bendigo)
Qualification: b.com persuing by distance

Experience: Adobe Photoshop Adobe Illustrator Video Editing canva During my 2 years Experience I had the opportunity to work on diverse  more..

Hitesh

Mobile: +91 9446600368
Location: Madhya Pradesh, Online (Bendigo)
Qualification: Master of computer application

Experience: ➢ Performed manual functional testing: Regression Black box Ad hoc UI Database Mobile and API Testing ➢ Hands-on experience in  more..

Tarni

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

Experience: I can draw 2D and 3D drawings I have knowledge on machine design I have knowledge on drafting  more..

Priyanka

Mobile: +91 89210 61945
Location: Supela bhilai , Online (Bendigo)
Qualification: Graduate

Experience: Learning Management Creativity Teamwork Business development executive   more..

DP

Mobile: +91 98474 90866
Location: Karnataka, Online (Bendigo)
Qualification: BE In computer science

Experience: 2 7 year's of experience as Software Engineer QA Skills: Documentation test planning testcase design testcase execution bug tracking jira  more..

AKSHAY

Mobile: +91 9895490866
Location: Maharashtra, Online (Bendigo)
Qualification: MCA

Experience: I completed internship as django developer I developed 4 projects All these projects are deployed Their links are given in  more..

ashwin

Mobile: +91 8301010866
Location: nashik, Online (Bendigo)
Qualification: Diploma IT

Experience: Wordpress website development seo optimization website optimization html css Elementor page builder divi responsive websites testing debugging troubleshooting maintenance server  more..

Gagandeep

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

Experience: Expertise in python django celery redis django channels and django REST framework Made projects highlighting the skills mentioned above  more..

Rohit

Mobile: +91 91884 77559
Location: Pune, Online (Bendigo)
Qualification: BE

Experience: Java manual and automation testing  more..

PURNAWATI

Mobile: +91 98474 90866
Location: Madhya Pradesh, Online (Bendigo)
Qualification: MCA

Experience: I have skill of Python developer I am fresher   more..

Saqlen

Mobile: +91 8301010866
Location: Gujarat, Online (Bendigo)
Qualification: Diploma in computer engineering

Experience: Hello there my expertise in Wordpress developer with the different builder like elementor divi etc and also i am able  more..

Kiruthika

Mobile: +91 8301010866
Location: Tamil Nadu, Online (Bendigo)
Qualification: Bsc Computer Technology

Experience: I gain some knowledge about basics of C C++ python and SQL  more..

Poornima

Mobile: +91 89210 61945
Location: Bangalore, Online (Bendigo)
Qualification: BE

Experience: I possess a diverse skill set that includes proficiency in programming languages such as C C# NET Python and web  more..

Bhupalwar

Mobile: +91 9895490866
Location: Telangana, Online (Bendigo)
Qualification: BTech

Experience: Manual and Automation Testing using python Postman API testing Selenium testing with python |   more..

Chetan

Mobile: +91 89210 61945
Location: Maharashtra, Online (Bendigo)
Qualification: BSc IT

Experience: I worked as a Web Developer at IBlueAnts Infosystems Pvt Ltd And i designed and developed so many website and  more..

Maheshwaran

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Bendigo)
Qualification: Bba

Experience: Selenium Maven Testng Manual testing  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 bendigo
Internship/projects in bendigo
Internship/projects in bendigo
Internship/projects in bendigo
Internship/projects in bendigo
Internship/projects in bendigo
Internship/projects in bendigo
Internship/projects in bendigo
Internship/projects in bendigo
Internship/projects in bendigo
Internship/projects in bendigo
Internship/projects in bendigo

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer