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 Geelong

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

  • 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 Geelong
Data Science 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. 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 Geelong. Create data strategies with the help of team members and leaders. 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. This finest Data Science course was built with the needs of businesses in mind when it comes to the field of Data Science. The Data Science Process, Communicating with Stakeholders, Software Engineering Practices, Object-Oriented Programming, Web Development, ETL Pipelines, Natural Language Processing, Machine Learning Pipelines, Experiment Design, Statistical Concerns of Experimentation, A/B Testing, and Introduction to Recommendation Engines are some of the topics covered in. Identify and collect data from data sources. 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.

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

Jibin

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

Experience: I have 6 months of experience in software testing at Camerinfoks Ernakulam I possess a strong understanding of Selenium automation  more..

Deepak

Mobile: +91 91884 77559
Location: Mohali, Online (Geelong)
Qualification: BCA

Experience: I have been working as a flutter developer for the last two years I am expertise in Dart Flutter Firbase  more..

Madhav

Mobile: +91 89210 61945
Location: Uttar Pradesh, Online (Geelong)
Qualification: MCA

Experience: Java Html CSS Sql Sdlc agile scrum Have experience in front end development  more..

Sakib

Mobile: +91 9446600368
Location: Delhi, Online (Geelong)
Qualification: Bca

Experience: C# net asp net Mvc net core SQL html css reactjs  more..

Arvind

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

Experience: I have good knowledge Java programming and also know social media marketing and SEO and frond end technology  more..

Bhasker

Mobile: +91 98474 90866
Location: Uttarakhand, Online (Geelong)
Qualification: MSc Physics

Experience: Masters in Physics with experience in research fields like nanoparticles and biodegradable plastics Have good experience of how to handle  more..

Nitish

Mobile: +91 89210 61945
Location: Bihar, Online (Geelong)
Qualification: Btech

Experience: I have total 3 + year experience in android and flutter both  more..

Battala

Mobile: +91 8301010866
Location: Telangana, Online (Geelong)
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..

Varshitha

Mobile: +91 9446600368
Location: Karnataka, Online (Geelong)
Qualification: BE

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

Hemraj

Mobile: +91 8301010866
Location: Gujarat, Online (Geelong)
Qualification: Diploma

Experience: Hardware networking support engineer Hardware software engineer Desktop hardware networking support engineer |   more..

Dharmendrasinh

Mobile: +91 9895490866
Location: Gujarat, Online (Geelong)
Qualification: Applied Arts(Fine Arts)

Experience: Adobe suites corel draw and many other softwares basic knowledge of web design and development  more..

Kalicheti

Mobile: +91 89210 61945
Location: Hyderabad, Online (Geelong)
Qualification: BTech

Experience: I trained two in dealersocket company on testing role I learned java and selenium | Resume for   more..

sejal

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

Experience: A full-stack developer proficient in the Frappe framework possesses expertise in both front-end and back-end development They excel in utilizing  more..

Sunkari

Mobile: +91 91884 77559
Location: Andhra Pradesh, Online (Geelong)
Qualification: under graduate

Experience: ethical hacking penetration testion cyber security networking  more..

Sushmita

Mobile: +91 8301010866
Location: Assam, Online (Geelong)
Qualification: Master's in Physics

Experience: I have been providing private tutoring classes for maths and science from class 6 to 10 I have also conducted  more..

Krithika

Mobile: +91 9895490866
Location: Tamil Nadu, Online (Geelong)
Qualification: M.A English

Experience: My academic trajectory has been meticulously aligned with the imperatives of the teaching profession I possess a Master's degree in  more..

Tanish

Mobile: +91 8301010866
Location: Gujarat, Online (Geelong)
Qualification: Btech

Experience: Better in python fullstack  more..

Amanraj

Mobile: +91 98474 90866
Location: Mumbai, Online (Geelong)
Qualification: MCA (Pursuing)

Experience: Manual testing Automation testing Java HTML CSS MySQL | Resume for Application for Software Testing  more..

Namani

Mobile: +91 91884 77559
Location: Telangana, Online (Geelong)
Qualification: B.tech (ECE)

Experience: I am 2013 passes out i am learning software testing with manual and automation testing from 2 years But i  more..

Basil

Mobile: +91 91884 77559
Location: Kochi , Online (Geelong)
Qualification: BCA

Experience: Understanding and design thinking Data analytics Video Marketing Graphic Designing   more..

Dimpal

Mobile: +91 8301010866
Location: Delhi , Online (Geelong)
Qualification: Ba prog

Experience: 6 years real estate sales manager 11 month seo excutive page traffic candid software Pvt Ltd   more..

Shubham

Mobile: +91 9895490866
Location: Maharashtra, Online (Geelong)
Qualification: Bachelor of Engineering

Experience: Core Java Fundamentals OOP Concepts SQL Database Queries Manual Testing Bug Defect Lifecycle SDLC STLC Test Cases Jira Tool Regression  more..

NIKHIL

Mobile: +91 89210 61945
Location: Gola gokaran nath kheri 262802, Online (Geelong)
Qualification: Greguate

Experience: Cctv service engineer and computer hard ware and networking   more..

Lavanya

Mobile: +91 91884 77559
Location: Visakhapatnam , Online (Geelong)
Qualification: Bsc mecs

Experience: Web developer   more..

Jigar

Mobile: +91 89210 61945
Location: Gujarat, Online (Geelong)
Qualification: MCA

Experience: asp net asp net mvc asp net core Angular knockout js SQL  more..

Jahnavi

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

Experience: Good knowledge on SDLC and STLC Good knowledge on defect life cycle regression testing exploratory testing smoke testing adhoc testing  more..

Praveen

Mobile: +91 9446600368
Location: Bangalore , Online (Geelong)
Qualification: BSC

Experience: Fortinet firewall and sophos firewall  more..

Lavanya

Mobile: +91 8301010866
Location: Tamil Nadu, Online (Geelong)
Qualification: BCA

Experience: web design MySQL mongodb django python bootstrap |   more..

Ricky

Mobile: +91 91884 77559
Location: Kerala, Online (Geelong)
Qualification: Bachelor's in Electrical and Electronics Engineering

Experience: With nearly 1 8 years of experience in manual testing I specialize in commodity trading and risk management platforms My  more..

Harsha

Mobile: +91 8301010866
Location: Kerala, Online (Geelong)
Qualification: MA English Literature

Experience: I have completed both my bachelor's degree and masters degree in English language and literature I am also experienced in  more..

Kalpana

Mobile: +91 98474 90866
Location: Uttar Pradesh, Online (Geelong)
Qualification: B. Tech

Experience: Wordpress php laravel jeera git html css experience - 3 7 year  more..

Souberi

Mobile: +91 9446600368
Location: Andaman and Nicobar Islands, Online (Geelong)
Qualification: M.A. B.Ed

Experience: Experience * Teaching * Language Teaching * Storytelling * Spoken English * Interpersonal skill development * LSRW development Experience 2  more..

bharat

Mobile: +91 8301010866
Location: Jharkhand, Online (Geelong)
Qualification: Mca

Experience: I have 2 years of experience as a python developer I have done many project related to data science  more..

Karthika

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

Experience: I have 2 years experience in asp net MVC and 2 5 years of experience in net core MVC with  more..

Muhammed

Mobile: +91 9446600368
Location: Malappuram , Online (Geelong)
Qualification: Plus two

Experience: I have good knowledge of python and django and also i know html css and javascript I know postgreSQL and  more..

Aashima

Mobile: +91 8301010866
Location: Punjab, Online (Geelong)
Qualification: Masters of Computer Applications

Experience: I am a Senior Software Developer with over four years of experience specializing in backend engineering and mobile development I  more..

Shubhojit

Mobile: +91 91884 77559
Location: Durgapur, Online (Geelong)
Qualification: B. Tech

Experience: Manual testing automation testing java selenium jira agileApplication for Software Testing  more..

Divya

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

Experience: Manual Testing Regression testing Bug reporting Agile methodology SDLC SQLApplication for Software Testing  more..

Aiswarya

Mobile: +91 98474 90866
Location: Kerala, Online (Geelong)
Qualification: Mtech in Electronics and Communication Engineering with Specialization in wireless technology

Experience: Flutter Kotlin C C++ Android Game development Unreal engine |   more..

Palak

Mobile: +91 98474 90866
Location: Rajasthan, Online (Geelong)
Qualification: Bachelor of computer application

Experience: An enthusiastic programmer adept in Python R and ADBMS with intermediate skills in C C++ Java and HTML Possessing a  more..

Tarun

Mobile: +91 91884 77559
Location: Talwara, Online (Geelong)
Qualification: B.tech (CSE)

Experience: python django mysql mongodb html css js bootstrap Also familiar with flask postgresql I have done 5-6 months training in  more..

Aishwarya

Mobile: +91 9895490866
Location: Maharashtra, Online (Geelong)
Qualification: Msc. Computer science

Experience: Manual testing java python selenium html software testing   more..

Pankaj

Mobile: +91 98474 90866
Location: Madhya Pradesh, Online (Geelong)
Qualification: B tech

Experience: 1 year experience wordpress developer  more..

Alana

Mobile: +91 8301010866
Location: Uttar Pradesh, Online (Geelong)
Qualification: Btech

Experience: I have a experience of 5 months in sales where I used to interact with customers and make sure to  more..

Richa

Mobile: +91 9446600368
Location: Maharashtra, Online (Geelong)
Qualification: M.tech

Experience: devops git jenkins docker ansible terraform python promotheus  more..

Sowmya

Mobile: +91 91884 77559
Location: Telangana, Online (Geelong)
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..

Pesari

Mobile: +91 89210 61945
Location: Telangana, Online (Geelong)
Qualification: mba

Experience: 1 I have good communication skills in both oral & written 2 im expertise in software testing at manual as  more..

Mancy

Mobile: +91 9895490866
Location: Kerala, Online (Geelong)
Qualification: Bsc. Computer science

Experience: Software testing manual testing automation testing SDLC TestNG selenium Appium java html CSS SQL   more..

AMRITHA

Mobile: +91 91884 77559
Location: Kochi, Online (Geelong)
Qualification: bsc computer science

Experience: python Django machine learning  more..

Sukanya

Mobile: +91 91884 77559
Location: Kollam , Online (Geelong)
Qualification: Msc CS

Experience: C c++ php HTML MySQLApplication for Software Testing  more..

UJJWAL

Mobile: +91 91884 77559
Location: FARIDABAD, Online (Geelong)
Qualification: BTECH CSE

Experience: With 1 year of experience in Django and REST API development I have gained proficiency in building robust web applications  more..

Tameem

Mobile: +91 9446600368
Location: Delhi, Online (Geelong)
Qualification: B.tech(ece)

Experience: Knowledge of functional testing regression testing UI testing Retesting adhoc testing smoke testing hands on knowledge of selenium webdriver maven  more..

Hardeep

Mobile: +91 8301010866
Location: Punjab, Online (Geelong)
Qualification: BCA

Experience: html css java script jqueery wordpress core php  more..

Tallam

Mobile: +91 9446600368
Location: Guntur, Online (Geelong)
Qualification: B.tech

Experience: Fresher and had a course of software testing in Java SQL queries manual and automation testing and course completion certificate  more..

Harsh

Mobile: +91 9895490866
Location: Maharashtra, Online (Geelong)
Qualification: Bca

Experience: In computer java php |   more..

Vasanthi

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

Experience: One year BPO telecalling work and marketing analyst in work from home job programing language python in basic knowledge and  more..

sisir

Mobile: +91 98474 90866
Location: Odisha, Online (Geelong)
Qualification: b.tech

Experience: java selenium manual testing sql api  more..

Ichha

Mobile: +91 89210 61945
Location: Maharashtra, Online (Geelong)
Qualification: Be

Experience: Html CSS javascript Bootstrap c# dot net MVC entity framework I have 2 years experience in UI developer Now currently  more..

Rutuja

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

Experience: 7 month experience in AutoCAD design consultant - HTJA and associates nashik  more..

Chithra

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Geelong)
Qualification: Bachelor of engineering

Experience: I have 1 year experience in software development in maxbyte technology and I know MS office thingworx tool web development  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 geelong
Internship/projects in geelong
Internship/projects in geelong
Internship/projects in geelong
Internship/projects in geelong
Internship/projects in geelong
Internship/projects in geelong
Internship/projects in geelong
Internship/projects in geelong
Internship/projects in geelong
Internship/projects in geelong
Internship/projects in geelong

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer