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 Adelaide

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

  • 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 Adelaide
Data Science To succeed as a data scientist, you must, nevertheless, make a particular effort to apply soft skills. Cleaning and validating data to ensure that it is accurate and consistent. This finest Data Science course was built with the needs of businesses in mind when it comes to the field of Data Science. You'll have a personal mentor who will keep track of your development. 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 Adelaide. Experts provide immersive online instructor-led seminars. 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 Adelaide. There are numerous reasons why you should take this course. .

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

C

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Adelaide)
Qualification: B.com

Experience: I’m an experienced UI UX designer I have 2 years of work experience in UI UX design I have a  more..

Shambhavi

Mobile: +91 8301010866
Location: Maharashtra, Online (Adelaide)
Qualification: MCA

Experience: I primarly worked as front end developer in WordPress and MVC net framework at Vsky Solutions for around 3 years  more..

MOHAMMAD

Mobile: +91 91884 77559
Location: MUMBAI, Online (Adelaide)
Qualification: BSC COMPUTER SCIENCE(3RD YEAR)

Experience: hey I have been more into the programming language PYTHON Recently created a major project on sales insights Data Analysis  more..

Pranjali

Mobile: +91 91884 77559
Location: Maharashtra, Online (Adelaide)
Qualification: BE E&TC

Experience: English Teacher Knowledge of Java programming   more..

Ganesh

Mobile: +91 9446600368
Location: Maharashtra, Online (Adelaide)
Qualification: Diploma in computer engineering

Experience: I have an experience of 1 year in Software tester at third eye incorporation I was done GUI Testing Regression  more..

JITHU

Mobile: +91 98474 90866
Location: Kerala, Online (Adelaide)
Qualification: Msc computer science

Experience: Flutter developer with 3 year experience Experience in dart firebase REST Api agile methodologies API calls firebase messaging and authentication  more..

Shrinivas

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

Experience: python django mysql hmtl css java c#  more..

Pratik

Mobile: +91 9895490866
Location: Navi mimbai, Online (Adelaide)
Qualification: BE

Experience: Maual Testing Automation Testing API testing 1 2 years of experience in manual testing in eLearning domain   more..

Jayesh

Mobile: +91 91884 77559
Location: Gujarat, Online (Adelaide)
Qualification: BE

Experience: Dear Hiring Manager I am writing to express my interest in the Mechanical Design Engineer position at your company With  more..

Arun

Mobile: +91 91884 77559
Location: Kerala, Online (Adelaide)
Qualification: B.Sc Multimedia

Experience: wordpress HTML CSS JavaScript reactjs Bootstrap woocommerce Mysqli |   more..

Aswathy

Mobile: +91 8301010866
Location: Kochin, Kerala, Online (Adelaide)
Qualification: MCA

Experience: I have been working as a Full Stack developer for the past 2 years and have gained a solid understanding  more..

ALFIYA

Mobile: +91 98474 90866
Location: Kerala, Online (Adelaide)
Qualification: Btech

Experience: I am a web developer with 4 years of experience Also done projects in python django  more..

Jyoti

Mobile: +91 9895490866
Location: Indore, Online (Adelaide)
Qualification: MCA

Experience: Dear hiring manager I am submitting my job application to you regarding the position of python engineer at your company  more..

Deep

Mobile: +91 91884 77559
Location: West Bengal, Online (Adelaide)
Qualification: B.Tech

Experience: php python django flask jquery postgres mysql |   more..

Abhishek

Mobile: +91 9446600368
Location: surst, Online (Adelaide)
Qualification: B-tech

Experience: python django uipath RpAApplication for Python Django  more..

Rajesh

Mobile: +91 9895490866
Location: Uttar Pradesh, Online (Adelaide)
Qualification: M. Tech in IT from NIT Raipur

Experience: Experienced professional with six years of expertise in Azure ADF DevOps ETL Python and SQL Development complemented by proficiency in  more..

Shalu

Mobile: +91 89210 61945
Location: Punjab, Online (Adelaide)
Qualification: B tech

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

sathiskumar

Mobile: +91 8301010866
Location: Tamil Nadu, Online (Adelaide)
Qualification: B.sc Computer science

Experience: i have strong knowledge in software testing and involved real time project and manual testing and automation testing of katalon  more..

Saiteja

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

Experience: MongoDB: Proficient in database design queries and aggregation for scalable data solutions Express js: Skilled in creating RESTful APIs and  more..

Anagha

Mobile: +91 8301010866
Location: calicut, Online (Adelaide)
Qualification: bsc maths

Experience: python django reactjs javascript orm html5 css3 bootstrapApplication for Python Django  more..

kiran

Mobile: +91 89210 61945
Location: Mysore , Online (Adelaide)
Qualification: b.com

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

Mohith

Mobile: +91 91884 77559
Location: Karnataka, Online (Adelaide)
Qualification: Bachelor of Computer Application

Experience: As a Flutter Developer intern I am gaining hands-on experience in developing cross-platform mobile applications using Flutter Collaborating with experienced  more..

Arati

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

Experience: 2 years experience in front end Just completed python Django course knowledge in Html Css php codeignitor ' javascript react  more..

Shilpa

Mobile: +91 9446600368
Location: Cherthala, Online (Adelaide)
Qualification: B. Tech

Experience: 4years of experience in digital marketing Skilla card design using canva seo techniques social media video uploading and positive thinker  more..

Kundan

Mobile: +91 89210 61945
Location: Uttar Pradesh, Online (Adelaide)
Qualification: B.arch

Experience: Architecture design Interior design working and detailing AutoCAD Photoshop Sketchup Lumion 10 years experience in the feild of Architecture   more..

Sunder

Mobile: +91 8301010866
Location: Uttarakhand, Online (Adelaide)
Qualification: Btech

Experience: Penetration testing OWASP 10 Networking Python Scripting SEIM tools Bug Bounty Report Making  more..

Shaik

Mobile: +91 8301010866
Location: Andhra Pradesh, Online (Adelaide)
Qualification: BCA

Experience: actually my previous experience is computer hardware and networking but i will do this job roll  more..

Nimisha

Mobile: +91 9446600368
Location: Madhya Pradesh, Online (Adelaide)
Qualification: B.tech

Experience: Html css javascript react js bootstrap 1 year experience  more..

Sayed

Mobile: +91 98474 90866
Location: Madhya Pradesh, Online (Adelaide)
Qualification: 12th

Experience: Hello my name is Sayed Sameer and while I do not have a formal degree I have spent a significant  more..

Anupama

Mobile: +91 91884 77559
Location: Kerala, Online (Adelaide)
Qualification: Msc

Experience: Experienced software tester over 2 5 years of hands-on experience in quality assurance and testing web and mobile application Skill:jira  more..

Priyanka

Mobile: +91 9446600368
Location: Vikhroli - Mumbai, Online (Adelaide)
Qualification: MCA

Experience: IsTqb certified Have 2 years of exp as manual tester in syntel ltd and 6 months experience in quality assurance  more..

Gayathri

Mobile: +91 98474 90866
Location: Telangana, Online (Adelaide)
Qualification: Maters

Experience: My 11 years of training in India and Dubai have helped me develop strategies to shape my training techniques according  more..

AMALJITH

Mobile: +91 91884 77559
Location: Ernakulam, Online (Adelaide)
Qualification: B-Tech

Experience: working as an intern at pumex infotech completed python 2 month courseApplication for Python Django  more..

Avesh

Mobile: +91 91884 77559
Location: Karnataka, Online (Adelaide)
Qualification: BCA

Experience: Hello I have 2 years and 3 months experience in QA Manual Testing Worked on E-commerce Trading Website Attendance Portal  more..

AKHILA

Mobile: +91 9895490866
Location: Kerala, Online (Adelaide)
Qualification: MBA

Experience: Key skills: Teaching trsining and development administration project management human resource management   more..

Marugani

Mobile: +91 91884 77559
Location: Kochi, Online (Adelaide)
Qualification: Mtech

Experience: OCJP(Oracle certified java programming) and OCWD( Oracle certified web development) Certified   more..

Muhammed

Mobile: +91 89210 61945
Location: Aluva, Online (Adelaide)
Qualification: Diploma computer engineering

Experience: Ip routing troubleshooting networking Application for System Administration  more..

Karredla

Mobile: +91 91884 77559
Location: Andhra Pradesh, Online (Adelaide)
Qualification: B tech - Electronics and communication engineering

Experience: Python programming SQL Manual testing | Resume for   more..

U

Mobile: +91 91884 77559
Location: Karnataka, Online (Adelaide)
Qualification: BBM

Experience: Im a good tester with good knowledge of SDLC STLC Regression testing smoke testing sanity testing Agile methodology  more..

Samriddh

Mobile: +91 89210 61945
Location: Telangana, Online (Adelaide)
Qualification: Btech

Experience: Cybersecurity Penetration testing splunk python wireshark firewall  more..

Muskan

Mobile: +91 98474 90866
Location: Himachal Pradesh, Online (Adelaide)
Qualification: MCA

Experience: I am a fresher knowledge and work with html css javascript bootstrap php and ms word Excel   more..

sonali

Mobile: +91 9446600368
Location: Maharashtra, Online (Adelaide)
Qualification: Bachelor's Degree in Engineering

Experience: I am a Good Programmer I am knowledgeable should in all programming languages including C C++ Python Core Java Advance  more..

Aiswarya

Mobile: +91 91884 77559
Location: Kochi, Online (Adelaide)
Qualification: Btech

Experience: Intern as python Django developerApplication for Python Django  more..

DHRUBA

Mobile: +91 91884 77559
Location: Assam, Online (Adelaide)
Qualification: 3years Diploma in computer engineering

Experience: Computer hardware networking and software troubleshooting replacement etc  more..

Shibla

Mobile: +91 91884 77559
Location: Ponnani, Online (Adelaide)
Qualification: MCA

Experience: I’m fresher recently graduated Mca student I have skills in python Php html css and javascript bootstrapApplication for Python Django  more..

Jagdish

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

Experience: Manual testing functional testing API testing UI UX testing black box and Unit testing create test case and execute test  more..

Gnaanesh

Mobile: +91 8301010866
Location: Tamil Nadu, Online (Adelaide)
Qualification: B.E

Experience: Python full stack developer for fresher |   more..

Vinodha

Mobile: +91 89210 61945
Location: chidambaram, Online (Adelaide)
Qualification: M.C.A

Experience: java Seleniunm manual testing and Automation testing  more..

Dharma

Mobile: +91 98474 90866
Location: Tamil Nadu, Online (Adelaide)
Qualification: Bca

Experience: Dart flutter mongoose firbase git iOS code flutter  more..

Nisha

Mobile: +91 98474 90866
Location: Tamil Nadu, Online (Adelaide)
Qualification: B.A.Psychology

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

Sowmya

Mobile: +91 89210 61945
Location: Telangana, Online (Adelaide)
Qualification: Msc

Experience: Manual testing knowledge about aws and I don't have any experience but I do projects in the learning time I  more..

Furqan

Mobile: +91 98474 90866
Location: Lucknow, Online (Adelaide)
Qualification: Btech.

Experience: I have 1 9 years of experience in python based webframework DjangoApplication for Python Django  more..

Siya

Mobile: +91 8301010866
Location: Madhya Pradesh, Online (Adelaide)
Qualification: Btech

Experience: python sql django frontend  more..

Rosmy

Mobile: +91 9446600368
Location: Kerala, Online (Adelaide)
Qualification: B.Tech

Experience: Having experience in manual testing the applications in different platforms like web Android and iOS  Writing and execution of test  more..

Vikas

Mobile: +91 98474 90866
Location: New Delhi, Online (Adelaide)
Qualification: MCA

Experience: Agile testing Agile methodology Regression testing Smoke and sanity testing SDLC and STLC Andriod app testing IOS app testingApplication for  more..

Sonali

Mobile: +91 91884 77559
Location: Madhya Pradesh, Online (Adelaide)
Qualification: Btech

Experience: Website development Content creator  more..

Mohammed

Mobile: +91 91884 77559
Location: Maharashtra, Online (Adelaide)
Qualification: B.tech

Experience: Dear Sir madam I am Mohammed Shaqueb Ekhlaque having 4 Years experience of Manual software testing including Web Application Mobile  more..

kalikota

Mobile: +91 89210 61945
Location: Telangana, Online (Adelaide)
Qualification: btech

Experience: python css html c devopes |   more..

Hariharan.R

Mobile: +91 98474 90866
Location: Tamil Nadu, Online (Adelaide)
Qualification: B.sc computer science

Experience: I'm working as a process associate in ruralshores business pvt Ltd from past 3 years and i completed React js  more..

Kalyani

Mobile: +91 91884 77559
Location: Maharashtra, Online (Adelaide)
Qualification: Bachelor of Engineering in electronics and communication

Experience: A skilled Python developer with 1 5 years of experience possessing a robust technical aptitude self-discipline and the ability to  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 adelaide
Internship/projects in adelaide
Internship/projects in adelaide
Internship/projects in adelaide
Internship/projects in adelaide
Internship/projects in adelaide
Internship/projects in adelaide
Internship/projects in adelaide
Internship/projects in adelaide
Internship/projects in adelaide
Internship/projects in adelaide
Internship/projects in adelaide

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer