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 Busselton

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

  • 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 Busselton
Data Science 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. 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 Busselton. You'll have a personal mentor who will keep track of your development. 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. 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. . Experts provide immersive online instructor-led seminars. This finest Data Science course was built with the needs of businesses in mind when it comes to the field of Data Science. Cleaning and validating data to ensure that it is accurate and consistent.

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

Sanjeev

Mobile: +91 9895490866
Location: Chengannur , Online (Busselton)
Qualification: MCA

Experience: Skill in python language and django framework Application for Python Django  more..

Raisa

Mobile: +91 98474 90866
Location: Kerala, Online (Busselton)
Qualification: Master of computer application

Experience: Mysql postgresql ms office django python   more..

Swaroop

Mobile: +91 91884 77559
Location: Maharashtra, Online (Busselton)
Qualification: B. Tech (CSE)

Experience: I've good software testing skills I've good presentation skills |   more..

Divya

Mobile: +91 9895490866
Location: Andhra Pradesh, Online (Busselton)
Qualification: B.Tech

Experience: I have 1+ year of experience in QA Manual testing and also have basic knowledge on Automation Testing like maintaining  more..

M

Mobile: +91 8301010866
Location: Karnataka, Online (Busselton)
Qualification: proffessional degree Graduate

Experience: Manual testing on policy with 2 years experience  more..

Shubhangi

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

Experience: have a strong knowledge in SLDC STLC Knowledge in writing test cases Experience in manual testing automation tools Selenium wedriver  more..

Vijaykumar

Mobile: +91 98474 90866
Location: Tamil Nadu, Online (Busselton)
Qualification: BE Electronics and Communications Engineering

Experience: C programming Embedded Systems courses from Cranes Software international pvt ltd Bangalore |   more..

MERUGU

Mobile: +91 9446600368
Location: Telangana, Online (Busselton)
Qualification: Master of Technology

Experience: I had a good experience in Autocad and staad pro for structural design  more..

Mustkim

Mobile: +91 89210 61945
Location: Maharashtra, Online (Busselton)
Qualification: MCA

Experience: I have 2 year's of experience as a test engineer in Infosys limited and i have experience in BFSI domain  more..

Sehal

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

Experience: Excel (basic advance) sql python power bi  more..

Muhammed

Mobile: +91 89210 61945
Location: Ernakulam, Online (Busselton)
Qualification: Btech

Experience: Communication team player web development technology  more..

Lalit

Mobile: +91 9895490866
Location: Aligarh, Online (Busselton)
Qualification: B.Tech

Experience: Test cases writing manual testing SDLC STLC SRS documents knowledge and automation tools knowledgeApplication for Software Testing  more..

Riya

Mobile: +91 91884 77559
Location: Kerala, Online (Busselton)
Qualification: Bca

Experience: Completed automation testing and Manuel Testing (istqb based )  more..

ANMOL

Mobile: +91 91884 77559
Location: Neem Ka Thana, Online (Busselton)
Qualification: B.Tech

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

Pavanraddi

Mobile: +91 8301010866
Location: Banglore, Online (Busselton)
Qualification: Bachelor of engineering

Experience: Manual testing API testing Java jira agileApplication for Software Testing  more..

Akshaya

Mobile: +91 8301010866
Location: Calicut , Online (Busselton)
Qualification: be.computer science

Experience: Full stack developer intern at babbtra cyber square professional software training institute Application for Python Django  more..

DEEPAK

Mobile: +91 91884 77559
Location: Mumbai, Online (Busselton)
Qualification: Bte h

Experience: I have one year experience as ML Engineer and also as python developer I know basic flask and dajango also  more..

Nashit

Mobile: +91 9895490866
Location: Patna, Online (Busselton)
Qualification: B.E.

Experience: python | Resume for   more..

Vishal

Mobile: +91 8301010866
Location: Punjab, Online (Busselton)
Qualification: B.Tech. Computer Science

Experience: Reactjs Nextjs Gatsbyjs React Native MongoDB Rest Api integration GraphQL Apolo Sanity Payment gateways (Stripe Razorpay) nodejs I have 3  more..

Piyush

Mobile: +91 9895490866
Location: West Bengal, Online (Busselton)
Qualification: BTECH in Electronics and Communication Engineering

Experience: With over 3 years of experience in the IT industry I have honed a diverse skill set particularly excelling in  more..

Nauman

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

Experience: Html css wordpress canva  more..

Vinod

Mobile: +91 91884 77559
Location: Telangana, Online (Busselton)
Qualification: B.com(Computer Applications)

Experience: I have completed python fullstack course from qedge technologies and I'm done with two realtime projects |   more..

Harshit

Mobile: +91 91884 77559
Location: Maharashtra, Online (Busselton)
Qualification: undergraduate

Experience: I am a seasoned C programmer with a strong background in circuit and PCB design specializing in embedded systems such  more..

Nikhil

Mobile: +91 91884 77559
Location: Thiruvalla, Pathanamthitta district, Online (Busselton)
Qualification: Btech in Computer Science and Engineering

Experience: Fresher with a 3 month software testing course completion certificate(manual and automation)Application for Software Testing  more..

Jayesh

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Busselton)
Qualification: bachelor

Experience: I'm passionate about web design & development Proficient in HTML CSS JavaScript Bootstrap and React Skilled in UI UX design  more..

divya

Mobile: +91 91884 77559
Location: Maharashtra, Online (Busselton)
Qualification: Bcs

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

shinas

Mobile: +91 91884 77559
Location: Karnataka, Online (Busselton)
Qualification: Bachelor's of Engineering

Experience: I have contributed to multiple significant projects playing a key role in developing user onboarding processes using Firebase authentication managing  more..

Pranay

Mobile: +91 98474 90866
Location: Kerala, Online (Busselton)
Qualification: BTech computer science engineering

Experience: Recent CS grad skilled in react javascript and python Looking to start career in software development  more..

Tamada

Mobile: +91 91884 77559
Location: Andhra Pradesh, Online (Busselton)
Qualification: Diploma

Experience: 3 year experience and auto cad 2d design  more..

Anju

Mobile: +91 8301010866
Location: Kerala, Online (Busselton)
Qualification: B.Tech

Experience: Technical skills python language  more..

Harshdeep

Mobile: +91 89210 61945
Location: Madhya Pradesh, Online (Busselton)
Qualification: M.C.A

Experience: I have been working as a flutter developer form the last 3 years proficient in making cross platform mobile application  more..

Kartikey

Mobile: +91 98474 90866
Location: Chandigarh, Online (Busselton)
Qualification: B tech

Experience: I'm a quality analyst having 2 5 years plus experience in software testing Application testing Webapp testing Accessibility testing etcApplication  more..

Monisha

Mobile: +91 89210 61945
Location: Mumbai, Online (Busselton)
Qualification: Diploma in architecture

Experience: I have 2 3 years experience in architecture and interior design I worked in architecture layouts sections elevations and interiors  more..

Janaki

Mobile: +91 91884 77559
Location: Karnataka, Online (Busselton)
Qualification: Pg

Experience: Web development UX PHP JavaScript HTML5 Git CSS wordpress photoshop premier pro canva after effects  more..

Vignesh

Mobile: +91 8301010866
Location: Tamil Nadu, Online (Busselton)
Qualification: BE-ECE

Experience: Completed software testing course Strong knowledge in writing test cases  more..

Thanassis

Mobile: +91 89210 61945
Location: Athens , Online (Busselton)
Qualification: Bsc , MSc

Experience: Computer science teacher and trainer Software engineer (python Django java c c++ html CSS js PHP mysql postgresql linux docker)  more..

Pooja

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

Experience: I'm Pooja Malage and I'm working as a WordPress cum Webflow developer Overall I've 2 years of work experience in  more..

Revathikaliyappan

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Busselton)
Qualification: BCA

Experience: Html css js wordpress |   more..

Muhammed

Mobile: +91 9895490866
Location: Wayanad, Online (Busselton)
Qualification: 12 pass

Experience: Dart flutter UI UX rest api firebase java c 7 month intern  more..

Ambrish

Mobile: +91 98474 90866
Location: Uttar Pradesh, Online (Busselton)
Qualification: Multimedia Web Engineer

Experience: Photoshop Illustrator Logo Design UI designs Art UX design   more..

Aman

Mobile: +91 91884 77559
Location: Himachal Pradesh, Online (Busselton)
Qualification: Master

Experience: Html javascript bootstrap react jQuery WordPress css  more..

Roshni

Mobile: +91 91884 77559
Location: Mumbai, Online (Busselton)
Qualification: BE

Experience: Having 2 6 years of experience in functional testing | Resume for   more..

Anagha

Mobile: +91 8301010866
Location: Kerala, Online (Busselton)
Qualification: ITI, GRAPHIC DESIGN

Experience: Adob photoshop Adob Illustrator Experience in graphic design -0  more..

Preksha

Mobile: +91 8301010866
Location: Kochi, Online (Busselton)
Qualification: BTech

Experience: Selenium MySql java c JMeter Postman Manual testing Automation testing  more..

Priti

Mobile: +91 9446600368
Location: Maharashtra, Online (Busselton)
Qualification: MCA

Experience: HTML CSS javascript php laravel MVC bootstrap mongodb MYSQL  more..

Hrithick

Mobile: +91 8301010866
Location: Tamil Nadu, Online (Busselton)
Qualification: B com Business process service

Experience: CustomerSupportExecutive(ReceivableManagement) 1 Facilitatethesegregationofthecustomer invoicesamongthecollectionexecutives 2 Trackthemilestonebaseprogressatacustomerlevel 3 Segregateswiththeinvoicingissueforreconciliation4 Recordsallthecontactinformationofalltheclientsforfuturefollow-ups5 Classifiedanalyticaldataofoutstandingdatafordecisionmaking 6 Auto-re-mindersandalertsforoverduebills 7 Asystemofrecordingfollow-uphistoryforeachinvoice(AuditTrail) ProcessExecutive Basically We Works To Us  more..

Pradeep

Mobile: +91 91884 77559
Location: Madhya Pradesh, Online (Busselton)
Qualification: Bcom, visual effects design maac institute

Experience: Myself Pradeep suryawanshi I am working in Dainik bhaskar as a design head My experience last 16 years working in  more..

Monika

Mobile: +91 98474 90866
Location: Gujarat, Online (Busselton)
Qualification: Bachelor's

Experience: Wordpress front-end azure developer  more..

saloni

Mobile: +91 98474 90866
Location: Indore, Online (Busselton)
Qualification: MBA(IT)

Experience: With expertise in Python SQL and a robust background in data analysis and machine learning I've contributed significantly as a  more..

Mohd

Mobile: +91 8301010866
Location: Madhya Pradesh, Online (Busselton)
Qualification: MBA

Experience: Passionate Canva designer with a keen eye for aesthetics and a knack for translating concepts into visually appealing graphics Proven  more..

Sai

Mobile: +91 9446600368
Location: Andhra Pradesh, Online (Busselton)
Qualification: B.Tech

Experience: I am writing to express my interest in the Django Developer position With experience creating REST APIs and deploying applications  more..

Balavignesh

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Busselton)
Qualification: Bca

Experience: Healthcare and claims experience with manual testing overall of 8 yrs experience Immediate joinee  more..

Somnath

Mobile: +91 89210 61945
Location: West Bengal, Online (Busselton)
Qualification: Btech

Experience: Flutter ios android xcode android studio git github and more  more..

Hardik

Mobile: +91 98474 90866
Location: Chandigarh, Online (Busselton)
Qualification: Under-Graduate

Experience: As a college student deeply passionate about technology and driven by a desire for continuous growth I am thrilled at  more..

vivek

Mobile: +91 89210 61945
Location: Uttar Pradesh, Online (Busselton)
Qualification: BE (bachelor of engineering)

Experience: operating system - kali linux ubuntu windows burpsuite metasploit jhonTheripper hydra maltengo gobuster&dirbuster c++ python javascript HTML CSS networking sql  more..

Arvind

Mobile: +91 91884 77559
Location: Uttarakhand, Online (Busselton)
Qualification: 12th pass & pursuing BBA online degree from Uttaranchal university

Experience: I work in GRD institute of management and technology college Rajpur dehradun i design - Social media posts banner brouchers  more..

BABITA

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

Experience: I have 1 year experience in wordpress designer  more..

Gagandeep

Mobile: +91 9446600368
Location: Punjab, Online (Busselton)
Qualification: B.Tech

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

Saran

Mobile: +91 98474 90866
Location: Tamil Nadu, Online (Busselton)
Qualification: B.Voc(Software development & System administration)

Experience: Skills - Manual Testing Basic Sql Experience - Experience in writing test scenarios & Test cases for Functionality integration System  more..

Navjot

Mobile: +91 98474 90866
Location: Maharashtra, Online (Busselton)
Qualification: M.tech

Experience: I am very good in html css and wordpress I made website for my client I also have knowledge of  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 busselton
Internship/projects in busselton
Internship/projects in busselton
Internship/projects in busselton
Internship/projects in busselton
Internship/projects in busselton
Internship/projects in busselton
Internship/projects in busselton
Internship/projects in busselton
Internship/projects in busselton
Internship/projects in busselton
Internship/projects in busselton

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer