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 Townsville

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

  • 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 Townsville
Data Science 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 Townsville. 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. There are numerous reasons why you should take this course. Identify and collect data from data sources. 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. Create data strategies with the help of team members and leaders. This finest Data Science course was built with the needs of businesses in mind when it comes to the field of Data Science. 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. You'll have a personal mentor who will keep track of your development.

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

MUHAMMED

Mobile: +91 9446600368
Location: Kerala, Online (Townsville)
Qualification: POST GRADUATE IN ENGLISH LITERATURE

Experience: Creates and delivers engaging lessons to diverse groups of students at all levels Promotes enthusiasm for learning and for subjects  more..

Muhammad

Mobile: +91 9895490866
Location: Pakistan, Online (Townsville)
Qualification: BS Computer Science

Experience: Hi Hope you are doing good I am an experienced Senior MERN Developer with 6 years of experience in website  more..

Vinuj

Mobile: +91 9446600368
Location: Gujarat, Online (Townsville)
Qualification: BSc

Experience: Good experience of software development in Python and IDEs - sublime text PyCharm Experience in Python Django and Django RestFramework  more..

rakshit

Mobile: +91 91884 77559
Location: Haryana, Online (Townsville)
Qualification: MCA

Experience: I am having hands on many tools like Nessus Burpsuite Accunetix and wireshark During My Post graduation i learnt the  more..

Shubham

Mobile: +91 98474 90866
Location: Maharashtra, Online (Townsville)
Qualification: BCA

Experience: Skills 1 Html 2 Css 3 Bosstrap 4 Js 5 C language 6 Flutter 7 Dart 8 Node js 9  more..

Manikandan.s

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Townsville)
Qualification: Bsc

Experience: System admin and computer networking  more..

Dipesh

Mobile: +91 98474 90866
Location: Maharashtra, Online (Townsville)
Qualification: BscIT

Experience: 3 project are Complete in manual testing |   more..

Adithyan

Mobile: +91 91884 77559
Location: Kerala, Online (Townsville)
Qualification: BCA, persuing MCA

Experience: Hy myself Adithyan I have more than one year of experience teaching field now i have working for high school  more..

RAVI

Mobile: +91 91884 77559
Location: hyderabad, Online (Townsville)
Qualification: B Tech(Computer Science Engineering)

Experience: I am python developer and I have 2 8 year experience in python I am proficient in python Django Django  more..

Er.

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

Experience: I am good in manual testing and ETL testing I have also learnt Automation testing like selenium testing with java  more..

Harinee

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (Townsville)
Qualification: B.Arch

Experience: Greetings I am Harinee from Chennai India I am an architect with a firm understanding of design principles and approach  more..

Boomika

Mobile: +91 9895490866
Location: Chennai , Online (Townsville)
Qualification: BE - computer science and engineering

Experience: Python (Basic and advanced) oops GUI SQl basic of HTML and c programming Application for Python Django  more..

Shakti

Mobile: +91 91884 77559
Location: Rajasthan, Online (Townsville)
Qualification: B.tech(cs)

Experience: Python django drd rest api html css bootstrap javascript react js |   more..

SHAIK

Mobile: +91 9895490866
Location: Andhra Pradesh, Online (Townsville)
Qualification: B.tech

Experience:  Better knowledge in Microsoft Excel Microsoft Word Powerpoint  Better knowledge in AUTOCAD  Basic knowledge in Revit 3ds  more..

prashant

Mobile: +91 91884 77559
Location: Madhya Pradesh, Online (Townsville)
Qualification: Graduate

Experience: I am Prashant Kushwah from Indore M P I am working as a software testing engineer with three years of  more..

Chandrashekhar

Mobile: +91 89210 61945
Location: Thane, Online (Townsville)
Qualification: BE -AIML

Experience: Development and Automation: Proficient in Python development with hands-on experience in web automation using Selenium Experience in web development with  more..

Vaishali

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

Experience: 1 yr experience in manual testing and also basic knowledge on selenium automation |   more..

Shubhamraj

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

Experience: I am a Experienced Python developer with a demonstrated track record of creating efficient and scalable solutions across diverse domains  more..

Reshmi

Mobile: +91 91884 77559
Location: Kerala, Online (Townsville)
Qualification: B tech computer science

Experience: Exp 12yr Skills Manual testing Functional testing Regression testing Integration testing Web testing Exposure and experience in all stages of  more..

Tamilarasi

Mobile: +91 8301010866
Location: Salem , Online (Townsville)
Qualification: Post graduate (M.Sc CS)

Experience: Java python No experience (Fresher)  more..

Madhav

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Townsville)
Qualification: BCA

Experience: Java selenium testNG BDD and 3 years experience in automation testing by using selenium & Java |   more..

Mulay

Mobile: +91 91884 77559
Location: Maharashtra, Online (Townsville)
Qualification: DME, TE Engineering apear

Experience: Lighting design engineer Juniour shop manager  more..

Savita

Mobile: +91 9895490866
Location: Maharashtra, Online (Townsville)
Qualification: BE Mechanical engineering

Experience: I have completed fullstack python developer course and I am looking an opportunity to put step into it field for  more..

Pragya

Mobile: +91 8301010866
Location: Delhi, Online (Townsville)
Qualification: Bachelors

Experience: I have an experience of around 1 5yrs I'm interested in Brand design Packaging design Publication design Typography and social  more..

P

Mobile: +91 9446600368
Location: INDIA, Online (Townsville)
Qualification: STUDENT

Experience: I did an internship on web penetration and vulnerability testing I have experience in performing tasks on Microsoft office I  more..

Sfurti

Mobile: +91 98474 90866
Location: Maharashtra, Online (Townsville)
Qualification: B.E

Experience: Software testing manual automation Java Sdlc stlc Selenium  more..

Sonali

Mobile: +91 89210 61945
Location: Maharashtra, Online (Townsville)
Qualification: Msc(cs)

Experience: Done SOftware testing course in Qspider pune proficient in software testing having good knowledge about java Sql  more..

Diana

Mobile: +91 9446600368
Location: Karnataka, Online (Townsville)
Qualification: Bachelor of Engineering

Experience: SDLC and STLC Functional and non functional testing Defect life cycle Agile Methodology Writing test cases SQL queries  more..

Preeti

Mobile: +91 98474 90866
Location: Chandigarh, Online (Townsville)
Qualification: B.Sc

Experience: I have 1 year experience in manual testing I have good knowledge of writing sql queries I am good at  more..

Apeksha

Mobile: +91 91884 77559
Location: Mangalore, Online (Townsville)
Qualification: BE

Experience: I am a skilled manual tester with two years of experience in the software testing industry I possess a strong  more..

Chand

Mobile: +91 91884 77559
Location: Delhi, Online (Townsville)
Qualification: pursuing master's in MCA

Experience: Earned CEH Certification with 100% marks knows core python and java good knowledge of linux mac os and windows operating  more..

Khaja

Mobile: +91 89210 61945
Location: Hyderabad , Online (Townsville)
Qualification: M.tech - CSE

Experience: Python Data science Azure Machine learning Deep learning Excel python data science artificial intelligence machine learning| Application for Python Data  more..

ESWARAPRASADREDDY

Mobile: +91 98474 90866
Location: Andhra Pradesh, Online (Townsville)
Qualification: Btech

Experience: Manual testing Automation testing Sql Core java |   more..

PRIYA

Mobile: +91 9895490866
Location: New Delhi, Online (Townsville)
Qualification: Mcom

Experience: I have 2 year 5 months of experience as Quality Analyst Proficient in test case design execution and defect tracking  more..

Roshan

Mobile: +91 89210 61945
Location: Maharashtra, Online (Townsville)
Qualification: Bachelor's of engineering

Experience: Software testing SDLC STLC JAVA PROGRAMMING |   more..

snehal

Mobile: +91 8301010866
Location: hingoli, Online (Townsville)
Qualification: bsc(computer science)

Experience: having 3 5 years of exp in react js material ui html css javascript mantine ui node js express js  more..

Kayathri

Mobile: +91 91884 77559
Location: Kumbakonam, Online (Townsville)
Qualification: B.E., Computer Science and Engineering

Experience: I have completed manual and automation testing courses from Qspiders Chrompet Chennai Having 5 years experience in Executive tutor Currently  more..

pranyaj

Mobile: +91 91884 77559
Location: Rajasthan, Online (Townsville)
Qualification: BA

Experience: Graphic design and video editing 7 years of experience |   more..

borra

Mobile: +91 9446600368
Location: Andhra Pradesh, Online (Townsville)
Qualification: b.tech

Experience: c java python and sql 3 years of experience in programmmming  more..

Huthaifa

Mobile: +91 89210 61945
Location: Palestine, Online (Townsville)
Qualification: Bachlers in Engineering

Experience: React JavaScript Typescript Figma Cypress Java Node js Redux python  more..

Varshitha

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

Experience: Experienced QA Engineer with over 1 year of experience in the Testing Industry Quality Assurance Engineer with great troubleshooting skills  more..

Vrushali

Mobile: +91 89210 61945
Location: Gujarat, Online (Townsville)
Qualification: I can do the job

Experience: HTML CSS Python developer Django  more..

Parag

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

Experience: I am in cyber security field since 2019 and have received many Hall of fame by Govt of India as  more..

Sankhadeep

Mobile: +91 89210 61945
Location: Kolkata, Online (Townsville)
Qualification: B.Tech

Experience: I have knowledge in Manual testing SQL Core Java and Selenium | Resume for   more..

Aman

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

Experience: Django python C++ HTML CSS JavaScript  more..

Ajayratna

Mobile: +91 89210 61945
Location: Hyderabad, Online (Townsville)
Qualification: B tech ece

Experience: Manual testing SQL core javaApplication for Software Testing  more..

Anjali

Mobile: +91 9446600368
Location: Kerala, Online (Townsville)
Qualification: Btech in electronics and communication engineering

Experience: Python3 MySQL sqlite3 html5 css bootstrap 5 javascript jQuery django flask angular  more..

Abdul

Mobile: +91 9446600368
Location: Karnataka, Online (Townsville)
Qualification: Bachelor of Engineering

Experience: Dear Hiring Team I wanted to express my enthusiasm for joining your organization and my flexibility to fit into any  more..

Priya

Mobile: +91 8301010866
Location: Banglore, Online (Townsville)
Qualification: BTech IT

Experience: C sharp asp Net mvc 2 5 yr experience  more..

Sudhanshu

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Townsville)
Qualification: MCA

Experience: I'm Sudhanshu and I'm a post graduate in MCA from Chandigarh University and completed my internship as a python developer  more..

Nikhil

Mobile: +91 9895490866
Location: Punjab, Online (Townsville)
Qualification: B. Tech CSE

Experience: I have 1 5 years of experience as a Software Developer specializing in Flutter I'm dedicated to creating impactful contributions  more..

Abilash

Mobile: +91 91884 77559
Location: Kerala, Online (Townsville)
Qualification: B.E

Experience: I currently have a good Understanding of basic design principles such as layout color theory typography and visual hierarchy is  more..

Hetal

Mobile: +91 9446600368
Location: Gujarat, Online (Townsville)
Qualification: Bachelor's of Engineering

Experience: I have 3 5 years of experience in Mobile Application Development and 2 5 years in flutter I have worked  more..

Prathamesh

Mobile: +91 9895490866
Location: Maharashtra, Online (Townsville)
Qualification: Bachelor in Computer Applications

Experience: Manual testing Functional testing |   more..

Rockson

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Townsville)
Qualification: Bsc computer science

Experience: I completed manual testing and java course in qspider I have a good knowledge in Sdlc(software development life cycle) stlc  more..

Jeyasneha

Mobile: +91 9895490866
Location: Madurai, Online (Townsville)
Qualification: MCA

Experience: Django java MySQL SQL lite c programming language | Resume for   more..

Ishika

Mobile: +91 91884 77559
Location: Madhya Pradesh, Online (Townsville)
Qualification: Master of computer application

Experience: I have 2 years experience in IT and 1 year experience as a QA Engineer I have hands on experience  more..

Surendiran.

Mobile: +91 9895490866
Location: Karnataka, Online (Townsville)
Qualification: BE

Experience: Iam fresher I done course in manual testing |   more..

Yogita

Mobile: +91 9895490866
Location: Hadpasar, Online (Townsville)
Qualification: Diploma

Experience: Software testing mscit  more..

Abhishek

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Townsville)
Qualification: Diploma in mechanical

Experience: Autocad and solidworks 2d and 3d Drafting 2 years experience in quality engineer 1 years experience in design engineer |  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 townsville
Internship/projects in townsville
Internship/projects in townsville
Internship/projects in townsville
Internship/projects in townsville
Internship/projects in townsville
Internship/projects in townsville
Internship/projects in townsville
Internship/projects in townsville
Internship/projects in townsville
Internship/projects in townsville

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer