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 Wollongong

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

  • 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 Wollongong
Data Science 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. There are numerous reasons why you should take this course. 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. 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. Cleaning and validating data to ensure that it is accurate and consistent. 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 Wollongong. This finest Data Science course was built with the needs of businesses in mind when it comes to the field of Data Science. This curriculum prepares you to work in a variety of Data Science professions and earn top-dollar wages. You'll have a personal mentor who will keep track of your development. 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 Wollongong.

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

Ojas

Mobile: +91 91884 77559
Location: Madhya Pradesh, Online (Wollongong)
Qualification: Currently pursuing Bachelors Degree in Game Design & Development

Experience: Ojas Taklikar is a passionate 4th-year student pursuing a Bachelor's degree in Game Design and Development specializing in 2D and  more..

Basavaraj

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

Experience: Skills : Java Kotlin Python Dart Platforms : Android Flutter Framework In previous organisation I worked on alot of android  more..

Mohd

Mobile: +91 91884 77559
Location: Mumbai, Online (Wollongong)
Qualification: Non destructive testing engineer

Experience: Python sql sjango web designing html css javascript angular 10 rest api git github Application for Python Django  more..

Sai

Mobile: +91 91884 77559
Location: Telangana, Online (Wollongong)
Qualification: DEGREE

Experience: I am passionate about graphic design and am continually educating myself with workshops and practice I believe success is not  more..

Farha

Mobile: +91 98474 90866
Location: Uttar Pradesh, Online (Wollongong)
Qualification: Masters

Experience: Dear I am writing to express my strong interest in the position of teacher at your Institute With over 11  more..

Nisha

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (Wollongong)
Qualification: B.A.Psychology

Experience: Interpersonal good communication leadership development Problem solving empathy time management  more..

Yogesh

Mobile: +91 98474 90866
Location: india, Online (Wollongong)
Qualification: BE(CSE)

Experience: Full stack web developer  more..

Jithin

Mobile: +91 91884 77559
Location: Kerala, Online (Wollongong)
Qualification: BCA

Experience: Manual and automation Functional and Non-functional Testing defect tracking and execution Selenium webdriver testNG 1year experience as a software developer  more..

Shipi

Mobile: +91 9446600368
Location: Coimbatore, Online (Wollongong)
Qualification: B. E

Experience: Skilled Professional over 2 + years of experience as Python django developer and Rest framework Attain complete knowledge of business  more..

Saksham

Mobile: +91 91884 77559
Location: Delhi, Online (Wollongong)
Qualification: B.Tech

Experience: I have 1 year of experience as dotnet developer  more..

JITHIN

Mobile: +91 8301010866
Location: Ernakulam, Online (Wollongong)
Qualification: BCA

Experience: App development Ui design web design Worked as Junior assistant at manappuram finance for last 5 months  more..

Ajinkya

Mobile: +91 91884 77559
Location: Maharashtra, Online (Wollongong)
Qualification: Bsc.Animation

Experience: 1+years of experience in graphic design Software used 1 Adobe Photoshop cc 2 Coreldraw 3 Adobe illustrator 4 Figma  more..

Anjana

Mobile: +91 8301010866
Location: Kerala, Online (Wollongong)
Qualification: Msw, MPhil

Experience: Dear Admin I am writing to express my strong interest in exploring career opportunities within the livelihood sector My 3  more..

Ram

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

Experience: Manual testing automation testing with Java selenium web driver testng junit SQL functional testing regression testing some test etc sdlc  more..

Pooja

Mobile: +91 91884 77559
Location: Maharashtra, Online (Wollongong)
Qualification: Bsc IT

Experience: Manual testing Automation Testing Java SQL  more..

Veena

Mobile: +91 8301010866
Location: Kerala, Online (Wollongong)
Qualification: Mphil English Language and literature

Experience: Communicative skills curriculum development   more..

Shiva

Mobile: +91 9895490866
Location: Andhra Pradesh, Online (Wollongong)
Qualification: Bachelors degree

Experience: Performed Penetration testing and Vulnerability Assessment Conducting web security testing according to OWASP standards Skilled in manual security testing with  more..

Athira

Mobile: +91 91884 77559
Location: Kerala, Online (Wollongong)
Qualification: BFA- Fine arts and animation

Experience: Hello Hr I have 4 years of work experience in graphic design and illustration Kindly find my attached resume and  more..

Ansh

Mobile: +91 9895490866
Location: Madhya Pradesh, Online (Wollongong)
Qualification: B.Tech

Experience: Technical Skills Languages: Java Dart Frameworks: Flutter NodeJs ExpressJs Databases: Firebase MongoDB Familiar with: C Python MySQL HTML CSS Javascript  more..

Jai

Mobile: +91 89210 61945
Location: Ahmedabad, Gujarat, Online (Wollongong)
Qualification: BCA graduated, pursuing MCA

Experience: Penetration Tester @ Cyber Octet Pvt ltd Skills: burp suite nmap wireshark firewall ethical hacking nessus metasploit hydra | Resume  more..

Satish

Mobile: +91 9446600368
Location: Madhya Pradesh, Online (Wollongong)
Qualification: Computer Science Engineering

Experience: As 2 years experienced flutter developer I have worked on Develope a responsive and High performance Ui Ux Integrate Rest  more..

Shalu

Mobile: +91 9446600368
Location: Punjab, Online (Wollongong)
Qualification: B tech

Experience: Skills :- time management hardworking adaptability computer language( python html css js) Experience:- 0  more..

Priyanka

Mobile: +91 8301010866
Location: Pune, Online (Wollongong)
Qualification: Diploma

Experience: I have knowledge about software testing also the knowledge about front end developing Application for Software Testing  more..

Anubhav

Mobile: +91 8301010866
Location: Uttar Pradesh, Online (Wollongong)
Qualification: B.Tech Computer science and engineering with Specialization in Cloud Technology

Experience: I've worked with AWS Kubernetes Terraform Ansible AWS Networking Git and Github Linux python ELK ArgoCD Docker  more..

suriya

Mobile: +91 89210 61945
Location: Chennai, Online (Wollongong)
Qualification: Be aeronautical

Experience: Looking for testing jobsApplication for Software Testing  more..

Salu

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

Experience: Selenium webdriver jira cucumber SQL php  more..

Krishna

Mobile: +91 91884 77559
Location: Odisha, Online (Wollongong)
Qualification: Btech in Computer Science

Experience: I am freelancing python developer i working on machine learning and automation testing deployment and monitoring I am working on  more..

K

Mobile: +91 9895490866
Location: Maharashtra, Online (Wollongong)
Qualification: Btech computer science 2nd year

Experience: Good communication skills knows programming languages like c and java Worked as an intern for an NGO Took part in  more..

Ankush

Mobile: +91 98474 90866
Location: Maharashtra, Online (Wollongong)
Qualification: Graduation from pune uni

Experience: I have 2 3 years of experience in software testing and 1 yeae in automation testing in selenium with java  more..

Chinmay

Mobile: +91 89210 61945
Location: Karnataka, Online (Wollongong)
Qualification: Nachel

Experience: Experience-1 1 years Skills-Manual testing SQL core java selenium API testing Jira |   more..

Swati

Mobile: +91 98474 90866
Location: Pune, Online (Wollongong)
Qualification: Bcca

Experience: Html css js tailwind bootstrap react Photoshop | Application for UI UX Designer  more..

Rehana

Mobile: +91 9895490866
Location: Jammu and Kashmir, Online (Wollongong)
Qualification: MSC.IT

Experience: Learned various programming languages such as C C++ Java HTML Python Data structures Php etc  more..

Aman

Mobile: +91 9895490866
Location: Delgi, Online (Wollongong)
Qualification: B. Tech

Experience: I have good knowledge in stlc sdlc Dlc and mannual testing | Resume for   more..

Battala

Mobile: +91 9446600368
Location: Telangana, Online (Wollongong)
Qualification: Degree

Experience: I am a fresher so that I don't have experience but I have done internship during my final year and  more..

Inthiyaz

Mobile: +91 9446600368
Location: Andhra Pradesh, Online (Wollongong)
Qualification: Btech

Experience: Manual testing postman MySQL selenium  more..

M

Mobile: +91 98474 90866
Location: Jammu and Kashmir, Online (Wollongong)
Qualification: B.tech Cse

Experience: I did my project and used to testing like black box testing white box testing and many more  more..

Shani

Mobile: +91 89210 61945
Location: Gujarat, Online (Wollongong)
Qualification: Mca

Experience: I have experience in Testing tools and 6month of experience Manual testing and automation testing |   more..

Kavita

Mobile: +91 89210 61945
Location: Chandigarh, Online (Wollongong)
Qualification: MCA

Experience: Html css bootstrap wordpress  more..

Ajeet

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Wollongong)
Qualification: Mca

Experience: Complete manual testing |   more..

Himanshu

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

Experience: Adobe illustrator coreldraw Adobe InDesign and Adobe Photoshop and Adobe creative suit andI'm a creative person driven by my passion  more..

Ramanpreet

Mobile: +91 9446600368
Location: Punjab, Online (Wollongong)
Qualification: BCA

Experience: Good communication skills Knowledge of computer language like #html #css #php ● But I have no job experience |   more..

Akanksha

Mobile: +91 9895490866
Location: Delhi, Online (Wollongong)
Qualification: Diploma in applied arts, Graduation

Experience: My skills: creativity communication branding designing interactive photoshop Corel draw InDesign illustrator My experience: freelancing 2017-2018 graphic design intern 2019  more..

Ayushi

Mobile: +91 8301010866
Location: Rajasthan, Online (Wollongong)
Qualification: B.tech

Experience: Designed and maintained websites for clients Designed many websites using html css bootstrap and JavaScript Implemented custom features and functionality  more..

Purvesh

Mobile: +91 91884 77559
Location: Gujarat, Online (Wollongong)
Qualification: B.tech

Experience: Currently pursuing a Bachelor's degree in Information Technology at the prestigious Indian Institute of Information Technology Vadodara (IIIT-Vadodara) I have  more..

Amitha

Mobile: +91 91884 77559
Location: Kochi, Online (Wollongong)
Qualification: MCA

Experience: Programming languages known like python HTML mysql c c++  more..

Selvaraj

Mobile: +91 8301010866
Location: Tamil Nadu, Online (Wollongong)
Qualification: B.E Electronics and Communication Engineering

Experience: I have good knowledge in both manual and automation testing I have hands on experience in Mobile app testing API's  more..

Zeeshan

Mobile: +91 9895490866
Location: Preet Vihar, Delhi, Online (Wollongong)
Qualification: 3rd year, BCA

Experience: an intermediate website penetration tester with expertise in cybersecurity I specialize in VAPT (Vulnerability Assessment and Penetration Testing) and NPT  more..

Muhammad

Mobile: +91 8301010866
Location: Uttar Pradesh, Online (Wollongong)
Qualification: BTECH (CSE)

Experience: Motivated and detail-oriented Software Engineering student with proficiency in C C++ and Java Eager to secure an internship position to  more..

Anuj

Mobile: +91 91884 77559
Location: Maharashtra, Online (Wollongong)
Qualification: BCA

Experience: Manual Testing C and C++ programming Core Java HTML CSS   more..

Aryaman

Mobile: +91 89210 61945
Location: Noida, Online (Wollongong)
Qualification: Btech

Experience: Have extensive and deep knowledge of python AI ML Deep Learning and Data science alongwith suitable certifications and on hand  more..

Sayali

Mobile: +91 91884 77559
Location: Maharashtra, Online (Wollongong)
Qualification: MCA

Experience: Manual testing Automation testing Java |   more..

Tushar

Mobile: +91 9446600368
Location: Haryana, Online (Wollongong)
Qualification: B.Tech

Experience: Dear Hiring Manager I hope this email finds you well My name is Tushar Singh and I recently completed my  more..

ARATHI

Mobile: +91 91884 77559
Location: MYSORE , Online (Wollongong)
Qualification: BCom

Experience: basic computer DTP & Canva Design 1 years experience print media solution ( private company) in Canva design  more..

Simran

Mobile: +91 98474 90866
Location: Punjab, Online (Wollongong)
Qualification: Masters

Experience: Along with expertise in ielts training i can provide interviews for immmigration purposes to countries such as United Kingdom Canada  more..

Himanshu

Mobile: +91 91884 77559
Location: Maharashtra, Online (Wollongong)
Qualification: M tech

Experience: SQL Excel SAP python manual testing   more..

sonali

Mobile: +91 98474 90866
Location: Odisha, Online (Wollongong)
Qualification: Graduated

Experience: Java html css c python data science AI   more..

Manasa

Mobile: +91 8301010866
Location: Uttar Pradesh, Online (Wollongong)
Qualification: BTech

Experience: Having knowledge on API testing and Postmam database SQL etl testing manual testing  more..

Vishnu

Mobile: +91 98474 90866
Location: Jharkhand, Online (Wollongong)
Qualification: Bca

Experience: 2 years experience in Graphic designer in new Delhi More then 1 year of experience in Jharkhand state mineral development  more..

VRINDA

Mobile: +91 89210 61945
Location: Kerala, Online (Wollongong)
Qualification: Master of Computer Application

Experience: o Handled development and management of front-end user interfaces with help of HTML CSS and JavaScript o Python Unit test  more..

Akhila

Mobile: +91 89210 61945
Location: Palakkad, Online (Wollongong)
Qualification: B.Tech CSE

Experience: Basic knowledge of software testing Manual Testing MS OFFICE   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 wollongong
Internship/projects in wollongong
Internship/projects in wollongong
Internship/projects in wollongong
Internship/projects in wollongong
Internship/projects in wollongong
Internship/projects in wollongong
Internship/projects in wollongong
Internship/projects in wollongong
Internship/projects in wollongong
Internship/projects in wollongong
Internship/projects in wollongong

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer