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 Rotorua

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

  • 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 Rotorua
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. Cleaning and validating data to ensure that it is accurate and consistent. 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. This curriculum prepares you to work in a variety of Data Science professions and earn top-dollar wages. Experts provide immersive online instructor-led seminars. A data scientist is a person who uses a variety of procedures, methods, systems, and algorithms to analyze data to provide actionable insights. You'll have a personal mentor who will keep track of your development. There are numerous reasons why you should take this course. To find trends and patterns, use algorithms and modules. This finest Data Science course was built with the needs of businesses in mind when it comes to the field of Data Science.

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

Sanya

Mobile: +91 89210 61945
Location: Haryana, Online (Rotorua)
Qualification: Btech

Experience: As a backend python django developer i am working in the organisation from past 2 years I am responsible for  more..

Priyanshu

Mobile: +91 8301010866
Location: Haryana, Online (Rotorua)
Qualification: BCA

Experience: Flutter developer fresher  more..

Rutvik

Mobile: +91 9895490866
Location: pune, Online (Rotorua)
Qualification: BE Computer

Experience: python django HTML CSS Microsoft officeApplication for Python Django  more..

B

Mobile: +91 91884 77559
Location: Trivandrum , Online (Rotorua)
Qualification: BE electrical and electronics

Experience: Python developer Django framework Mongo db MySQL Application for Python Django  more..

CHRISTINA

Mobile: +91 89210 61945
Location: Kerala, Online (Rotorua)
Qualification: M.Sc Chemistry

Experience: Having worked as a home tutor during my undergraduate studies I am a seasoned online tutor who brings a wealth  more..

Karthick

Mobile: +91 9895490866
Location: Tamil Nadu, Online (Rotorua)
Qualification: B.Tech(Information technology)

Experience: My skills are core Java mysql Android app development Linux commands and now I'm currently learning aws cloud partioner certificates  more..

Farzeen

Mobile: +91 9895490866
Location: West Bengal, Online (Rotorua)
Qualification: 12 pass

Experience: I have extensive experience in creating eye-catching and visually appealing shirt designs My expertise includes mastering design software such as  more..

Pratap

Mobile: +91 89210 61945
Location: Odisha, Online (Rotorua)
Qualification: Bsc graduate in computer science

Experience: As an IT fresher gaining proficiency in programming languages such as Java or C++ is essential Familiarity with database management  more..

Purva

Mobile: +91 89210 61945
Location: Maharashtra, Online (Rotorua)
Qualification: Bachelor of science in information technology

Experience: Java cloud computing aws Microsoft azure c++ Html android studio |   more..

Gayathri.J.P

Mobile: +91 98474 90866
Location: Kerala, Online (Rotorua)
Qualification: MCA

Experience: My skills are *Leadership *Communication *Problem solving Doing internship (Python django with full stack development )  more..

sneha

Mobile: +91 91884 77559
Location: Maharashtra, Online (Rotorua)
Qualification: BE Computer

Experience: 6 month of software testing internship 1 year software testing course completed   more..

Samim

Mobile: +91 89210 61945
Location: Gujarat, Online (Rotorua)
Qualification: Hsc

Experience: I am impressed with the innovative and visually appealing work that you produce I believe that my skills and experience  more..

Preeti

Mobile: +91 91884 77559
Location: Chandigarh, Online (Rotorua)
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..

Manpreet

Mobile: +91 91884 77559
Location: Punjab, Online (Rotorua)
Qualification: B.tech

Experience: I have 3 year experience in flutter My skills are flutter dart firebase api integration mvc mvvm   more..

Veerapandian

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Rotorua)
Qualification: BE

Experience: Hi My name is Veerapandian earned a Bachelor of Engineering in Mechanical Engineering from SSN College of Engineering I worked  more..

Himanshu

Mobile: +91 91884 77559
Location: Jaipur, Online (Rotorua)
Qualification: B-Tech

Experience: Currently I am working as a jr front end developer in a product based company where ux and ui is  more..

JAYASURYA

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

Experience: Python web development SQL Django Git &GitHub javascript html css  more..

Prapanna

Mobile: +91 89210 61945
Location: Sikkim, Online (Rotorua)
Qualification: Bachelor in Computer Science and Information Technology

Experience: Django Development: Proficient in building and maintaining web applications using Django React Development: Skilled in creating interactive user interfaces with  more..

Pratham

Mobile: +91 98474 90866
Location: Delhi, Online (Rotorua)
Qualification: Master in computer application in cyber security

Experience: Skills: - Networking - VAPT (Vulnerability Assessment and Penetration Testing) - Linux - Bug Bounty - Burp Suite - Offensive  more..

Shahabas

Mobile: +91 98474 90866
Location: Thrissur, Online (Rotorua)
Qualification: Diploma in computer science

Experience: 1 year experience in Python django developer HTML css bootstrap MySQL javascript jQueryApplication for Python Django  more..

Pranita

Mobile: +91 9895490866
Location: Nagpur, Online (Rotorua)
Qualification: BE

Experience: I have a knowledge in html css javascript pyton c c++ and react js   more..

Gayatri

Mobile: +91 9895490866
Location: Maharashtra, Online (Rotorua)
Qualification: MBA IT

Experience: Core java HTML SQL c# net ASP net c c++ Manual Testing Automation testing Selenium Cucumber jira tool 6 month  more..

Prasad

Mobile: +91 91884 77559
Location: Maharashtra, Online (Rotorua)
Qualification: Bachelors in Computer science

Experience: Possessing hands-on experience in Vulnerability Assessment and Penetration Testing (VAPT) I excel in utilizing leading tools such as Burp Suite  more..

Rajat

Mobile: +91 8301010866
Location: Jaipur, Online (Rotorua)
Qualification: B-Tech [CSE]

Experience: I have overall 2+ years of experience and the reason I find myself fit for this role is because with  more..

Sabna

Mobile: +91 8301010866
Location: Kerala, Online (Rotorua)
Qualification: MSc.Computing

Experience: I am a MSc Computing graduate In my post graduation learned web designing and web development and business intelligence And  more..

Sourabh

Mobile: +91 9895490866
Location: Himachal Pradesh, Online (Rotorua)
Qualification: B. Tech cse

Experience: Technical documentation Problem-solving Team collaboration Project management Research and development Software performance optimization Software maintenance and updates Customer satisfaction and  more..

Vallarasu

Mobile: +91 89210 61945
Location: Chennai , Online (Rotorua)
Qualification: B.E - ECE

Experience: Hello sir I am Vallarasu I have gone through your company Python Django developer job post in online I am  more..

Kshitija

Mobile: +91 8301010866
Location: Maharashtra, Online (Rotorua)
Qualification: Graduate

Experience: Dear Hiring Manager With over 1 6 years of experience in crafting intuitive and engaging user experiences I am writing  more..

Deepali

Mobile: +91 8301010866
Location: Uttar Pradesh, Online (Rotorua)
Qualification: Master of Technology

Experience: sql oracle asp net html css java script python pycharm  more..

Surendran

Mobile: +91 9446600368
Location: Ooty, tamilnadu, Online (Rotorua)
Qualification: BCA

Experience: Software testing training completed | Resume for   more..

Aditya

Mobile: +91 91884 77559
Location: Karnataka, Online (Rotorua)
Qualification: B.E

Experience: Java C# Automation Testing Manual testing HTML5 CSS3 Javascript 2 years of experience |   more..

Priyanka

Mobile: +91 89210 61945
Location: Chhattisgarh, Online (Rotorua)
Qualification: MBA

Experience: To secure a position as a teacher and utilize my dedication to foster quality education required for a child development  more..

Polasa

Mobile: +91 91884 77559
Location: Telangana, Online (Rotorua)
Qualification: B.tech specialised in cybersecurity

Experience: As a fresher I don’t have that experience in the job I look forward for the opportunity to learn and  more..

Abhijith

Mobile: +91 98474 90866
Location: Kerala, Online (Rotorua)
Qualification: ADCD

Experience: Enthusiastic and detail-oriented cybersecurity graduate with a strong foundation in network security ethical hacking and risk assessment Eager to leverage  more..

Digvijay

Mobile: +91 91884 77559
Location: Maharashtra, Online (Rotorua)
Qualification: BE CS

Experience: 1 year experience in software testing Manual Testing Selenium Postman core java  more..

Abhay

Mobile: +91 89210 61945
Location: Delhi, Online (Rotorua)
Qualification: B.Tech in Information Technology and PG diploma in advanced computing

Experience: Test planning requirements analysis client interaction keyword driven test automation framework test scripts defect Tracking jira alm testing on Automotive  more..

MOHD

Mobile: +91 91884 77559
Location: Rajasthan, Online (Rotorua)
Qualification: MCA

Experience: python django djago-restframework RestApi Pandas github mysql etc |   more..

Muddssirhusain

Mobile: +91 98474 90866
Location: Maharashtra, Online (Rotorua)
Qualification: Bsc

Experience: I have been doing API penetration testing and web application penetration testing for 3 years and am doing full time  more..

Raj

Mobile: +91 9895490866
Location: Gujarat, Online (Rotorua)
Qualification: BBA

Experience: Python programming language Django Flask DjangoRest Framework AWS services such as EC2 S3 Stripe payment integration Twilio Verison control system  more..

Angel

Mobile: +91 89210 61945
Location: Kerala, Online (Rotorua)
Qualification: Bca

Experience: Computer skill Speaking skill Experience:- Trained as a flutter developer Worked at ICICI Bank - Credit card executive Telecalling Executive  more..

Anushka

Mobile: +91 9895490866
Location: Delhi, Online (Rotorua)
Qualification: Bca

Experience: Hey I am Anushka jain and I have 1 5 year of experience as a dotnet developer My last organization  more..

sumaiya

Mobile: +91 91884 77559
Location: kochi, Online (Rotorua)
Qualification: b tech

Experience: software testing pythonApplication for Software Testing  more..

Shekh

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Rotorua)
Qualification: PGDCA

Experience: Hi I am flutter Developer and nodejs  more..

Teena

Mobile: +91 8301010866
Location: Kerala, Online (Rotorua)
Qualification: B.Tech Electronics and Communications

Experience: Dear Hiring Manager I am writing to express my interest in the python developer position advertised by TechnoMaster With a  more..

Amaresh

Mobile: +91 8301010866
Location: Odisha, Online (Rotorua)
Qualification: Bca

Experience: Ccna it infrastructure system administrator networking server administrator lan wan man routing switching active directory sccm Etc  more..

Shraddha

Mobile: +91 91884 77559
Location: Pune, Online (Rotorua)
Qualification: Masters

Experience: I am writing to express my interest in the position of Associate Software Tester at your company I believe that  more..

Manoj

Mobile: +91 9446600368
Location: Madhya Pradesh, Online (Rotorua)
Qualification: MCA

Experience: I know Python and robotic automation and I have 3 years of experience in Python development  more..

Shreya

Mobile: +91 9895490866
Location: Uttar Pradesh, Online (Rotorua)
Qualification: Bachelor

Experience: I have worked with two interior design companies and i have advanced diploma in interior design  more..

Jyothi

Mobile: +91 9895490866
Location: Kukatpally ,Hyderabad, Online (Rotorua)
Qualification: B.tech

Experience: Knowledge on SDLC and STLC Knowldge on bug life cycle Knowldge on regression testing Knowledge on smoke performance adoch testong  more..

Darshan

Mobile: +91 9446600368
Location: Mumbai, Online (Rotorua)
Qualification: Master in Computer Application

Experience: Html css js sass wordpress reactjs and responsive website development  more..

vishnu

Mobile: +91 98474 90866
Location: pathanamthitta, Online (Rotorua)
Qualification: diploma

Experience: manual testing sdlc stlc regression testing levels of testing testcase preparation test scenario preparation functional testing and non-functional testing sql  more..

Komal

Mobile: +91 89210 61945
Location: Maharashtra, Online (Rotorua)
Qualification: B.tech

Experience: I am trained fresher i have completed my software testing course |   more..

Naveen

Mobile: +91 8301010866
Location: Tamil Nadu, Online (Rotorua)
Qualification: Bachelor of fine arts (BFA) - VISUAL COMMUNICATION DESIGN

Experience: Hi I'm Naveen from salem Tamilnadu I'm completed degree in bachelor of fine arts department of visual communication design at  more..

Harshit

Mobile: +91 89210 61945
Location: Punjab, Online (Rotorua)
Qualification: 12th pass

Experience: I'm a Graphic Designer with an experience of 2 5 years I have my expertise in photoshop xd illustrator Skills:  more..

Ajaysingh

Mobile: +91 8301010866
Location: Surat, Gujarat, Online (Rotorua)
Qualification: Master's

Experience: Manual Testing Java Selenium Unit testing Integration testing black Box Jira Application for Software Testing  more..

Rachi

Mobile: +91 91884 77559
Location: Gujarat, Online (Rotorua)
Qualification: btech

Experience: php sql wordpress html css laravel bootstrap javascript angular  more..

Aashima

Mobile: +91 98474 90866
Location: Punjab, Online (Rotorua)
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..

Rahul

Mobile: +91 91884 77559
Location: Gujarat, Online (Rotorua)
Qualification: BCA Bachelor Degree

Experience: I am an android developer I have 5 years plus experience and android with kotlin viper architecture  more..

Saleha

Mobile: +91 91884 77559
Location: Maharashtra, Online (Rotorua)
Qualification: M.com

Experience: C c++ python core java |   more..

ARAVA

Mobile: +91 91884 77559
Location: Andhra Pradesh, Online (Rotorua)
Qualification: B.Tech

Experience: Python developer Python:1 year Oops: 1 year MySQL:6months Django:6 months Html:6 months Css: 6months Javascript:6 months  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 rotorua
Internship/projects in rotorua
Internship/projects in rotorua
Internship/projects in rotorua
Internship/projects in rotorua
Internship/projects in rotorua
Internship/projects in rotorua
Internship/projects in rotorua
Internship/projects in rotorua
Internship/projects in rotorua
Internship/projects in rotorua
Internship/projects in rotorua

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer