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 Bunbury

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

  • 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 Bunbury
Data Science . Cleaning and validating data to ensure that it is accurate and consistent. There are numerous reasons why you should take this course. 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. 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. 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. Experts provide immersive online instructor-led seminars. Effectively analyze both organized and unstructured data Create strategies to address company issues. This finest Data Science course was built with the needs of businesses in mind when it comes to the field of Data Science. 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.

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

kiran

Mobile: +91 89210 61945
Location: Karnataka, Online (Bunbury)
Qualification: BE

Experience: I have knowledge on python i have worked as a intern in mean stack domain   more..

Priyanka

Mobile: +91 98474 90866
Location: Maharashtra, Online (Bunbury)
Qualification: Post graduate in organic Chemistry

Experience: Committed assistant teacher with 4 years of teaching experience skilled in classroom management assessment communication and pedagogy Known for adapting  more..

Nandini

Mobile: +91 9446600368
Location: Maharashtra, Online (Bunbury)
Qualification: Bachelor's

Experience: Typography Print design Layout Color Theory Content Creation Creativity Critical Thinking Communication Problem Solving Concept and Design Development Worked as  more..

Neha

Mobile: +91 91884 77559
Location: Indore, Online (Bunbury)
Qualification: b.tech

Experience: I am Neha Dhanuk and I am fresher I am from khandwa but currently living in Indore I have completed  more..

Mohammad

Mobile: +91 91884 77559
Location: Bihar, Online (Bunbury)
Qualification: Master

Experience: I have 6 years experience in shopify and 1 year in php  more..

Gargi

Mobile: +91 98474 90866
Location: Maharashtra, Online (Bunbury)
Qualification: Msc(cs)

Experience: I have certified in salesforce admin and testing course I have completed my post graduation in computer science My skills  more..

Ekta

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

Experience: Skills:- Flutter SQL Server Integration Dot Net Laravel C# Laravel(Api) Experience - Having an experience on live Projects for flutter  more..

Prajan

Mobile: +91 89210 61945
Location: Karnataka, Online (Bunbury)
Qualification: Batchelor of engineering

Experience: have 6years experience in graphic design and 2years experience in visual design 2years in UIUX 2years in motion graphics and  more..

Rajnish

Mobile: +91 89210 61945
Location: Gujarat, Online (Bunbury)
Qualification: BCA

Experience: I have two years of experience in python django and also have a good knowledge in MySQL and PostgreSQL databases  more..

Veera

Mobile: +91 9446600368
Location: Tamil Nadu, Online (Bunbury)
Qualification: BE ECE

Experience: Creative independent and detail-oriented graphic designer with 5 years of experience in digital brand management logo design and layout design  more..

ASWATHI

Mobile: +91 9446600368
Location: Tamil Nadu, Online (Bunbury)
Qualification: MCA

Experience: I am writing to express my interest in the internship opportunity within your esteemed TECHNO MASTER company as advertised Currently  more..

Sajal

Mobile: +91 91884 77559
Location: Delhi, Online (Bunbury)
Qualification: M.Sc Psychology

Experience: Academic Credentials - Strong academic background with distinction throughout schooling and university education as evidenced by high scores and ranks  more..

Pradeep

Mobile: +91 9446600368
Location: Madhya Pradesh, Online (Bunbury)
Qualification: Bcom, visual effects design maac institute

Experience: Myself Pradeep suryawanshi I am working in Dainik bhaskar as a design head My experience last 16 years working in  more..

Veerendra

Mobile: +91 89210 61945
Location: Andhra Pradesh, Online (Bunbury)
Qualification: BTech

Experience: Manual testing (test case creation execution bug reporting) Debugging Test management tools Api testing  more..

Sandeep

Mobile: +91 98474 90866
Location: Maharashtra, Online (Bunbury)
Qualification: Be cse

Experience: Android dart agile flutter gitlab GitHub cicd sdlc telicom HealthCare kotlin basic html css javascript test scripts testing automation  more..

Ebin

Mobile: +91 98474 90866
Location: Ernakulam, Online (Bunbury)
Qualification: Degree in b. Voc software development and system administration

Experience: 3 years practical studies about software development React python html css java data scientist Android application mysql MONGOdb | Resume  more..

Lalam

Mobile: +91 91884 77559
Location: Andhra Pradesh, Online (Bunbury)
Qualification: Btech

Experience: I am fresher The skills are basic knowledge in c c++ python   more..

Tasmiya

Mobile: +91 9446600368
Location: Uttar Pradesh, Online (Bunbury)
Qualification: Diploma

Experience: Technical Support Firebase Solid knowledge of dart Rest APi Integration FlutterFlow Fronted development SQflite |   more..

Drupal

Mobile: +91 9895490866
Location: Gujarat, Online (Bunbury)
Qualification: B.E.COMPUTER SCIENCE

Experience: Logo design editing video editing   more..

Sravan

Mobile: +91 91884 77559
Location: Kerala, Online (Bunbury)
Qualification: B tech

Experience: Virtual machine deployment (windows linux) Azure security (nsg firewall aad iam rbac mfa ) Azure storage and types and storage  more..

Swapnil

Mobile: +91 9446600368
Location: Nashik , Online (Bunbury)
Qualification: BE - Information Technology

Experience: Python certified As a Python Trainer one year of experience In the future Interested in Data Science python data science  more..

Indrajit

Mobile: +91 91884 77559
Location: West Bengal, Online (Bunbury)
Qualification: Bsc(pursuing)

Experience: Operating systems: Microsoft Windows Linux MacOS ● Programming languages: Java Python C C++ ● Web development: Html Css Javascript Php  more..

sangeetha

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (Bunbury)
Qualification: MCA

Experience: I am sangeetha I have completed MCA in A V C College of Engineering I got 81 1% CGPA i  more..

DARPAN

Mobile: +91 89210 61945
Location: Ujjain, Online (Bunbury)
Qualification: B tech

Experience: I have a 1+ years of experience in python and django i have very deep knowledge in python as compared  more..

Dipali

Mobile: +91 89210 61945
Location: Maharashtra, Online (Bunbury)
Qualification: B.E civil

Experience: My name is dipali khandekar I am from amravati and I have 3 year of experience in interior designer and  more..

Prachi

Mobile: +91 91884 77559
Location: Maharashtra, Online (Bunbury)
Qualification: B.E Computer

Experience: Skills: Python Django Mysql HTML CSS Experience: 1 2 yrs of experience as backend developer  more..

Priyanka

Mobile: +91 8301010866
Location: Pune, Online (Bunbury)
Qualification: BE(Computer Science)

Experience: Java manual testing and automation testing | Resume for   more..

PATEL

Mobile: +91 9446600368
Location: Gujarat, Online (Bunbury)
Qualification: BE

Experience: C c++ html AutoCAD python |   more..

Chitra

Mobile: +91 9446600368
Location: Haryana, Online (Bunbury)
Qualification: Msc Cs

Experience: I have good knowledge of python django sql Html and css ad well as intermediate experience of javascript and c#  more..

Jeet

Mobile: +91 9446600368
Location: West Bengal, Online (Bunbury)
Qualification: Graduate

Experience: I have an experience of six years in graphic design I know adobe photoshop illustrator figma premiere pro and after  more..

Pankaj

Mobile: +91 98474 90866
Location: Maharashtra, Online (Bunbury)
Qualification: Master of Computer Application

Experience: I have expert in Oracle Database Queries Asp net Web application Development and Html Css or JavaScript use design the  more..

Dhaval

Mobile: +91 9446600368
Location: Gujarat, Online (Bunbury)
Qualification: B.Tech

Experience: I am working as a backend engineer in python stack from past 3 years My expertise spans Python Django Django  more..

NIHAD

Mobile: +91 89210 61945
Location: Calicut , Online (Bunbury)
Qualification: B.sc computer science

Experience: Html css javascript python python django frame work Application for Python Django  more..

Amit

Mobile: +91 9446600368
Location: Maharashtra, Online (Bunbury)
Qualification: Bachelor degree

Experience: I have 3 months experience as a intern in python django developer also worked on 2 project that's help me  more..

Moin

Mobile: +91 9446600368
Location: Rajasthan, Online (Bunbury)
Qualification: Graduate

Experience: Web development skill I am fresher in field and accounted worker and more year experience and sales marketing experience and  more..

Joy

Mobile: +91 9446600368
Location: Jharkhand, Online (Bunbury)
Qualification: Btech (CSE)

Experience: Recently done training in full stack -html css js python django SQL Worked on web development knowledge of front end  more..

Ashok

Mobile: +91 98474 90866
Location: Rajasthan, Online (Bunbury)
Qualification: BCA

Experience: Proficient in backend development with Django and Django REST Framework (DRF) Experience in building RESTful APIs and handling complex backend  more..

Deepika

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

Experience: I was worked as software developer for 2 5 years I have knowledge about software programming and all other basic  more..

Rahul

Mobile: +91 9446600368
Location: Uttar Pradesh, Online (Bunbury)
Qualification: B.tech in computer science

Experience: I worked as a backend developer in php but I have completed my internship in PHP laravel   more..

Saumya

Mobile: +91 89210 61945
Location: Uttarakhand, Online (Bunbury)
Qualification: Bca

Experience: 6 months experience as a ace since counsellor role 6 month experience manual testing  more..

Ginumol

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

Experience: I am currently interning as a Python Full-stack Developer at Camerinfolks Pvt Ltd located in Kakkanad Ernakulam The internship spans  more..

Deepak

Mobile: +91 91884 77559
Location: Haryana, Online (Bunbury)
Qualification: B Tech in Computer Science and engineering

Experience: Dear Hiring Manager I am writing to express my interest in the NET Developer position as advertised With a solid  more..

Gaurav

Mobile: +91 9895490866
Location: Maharashtra, Online (Bunbury)
Qualification: B.Sc(CS)

Experience: I have experienced of a one-month internship as a software tester(manual testing) where my responsibilities were to do different types  more..

Kamseng

Mobile: +91 9446600368
Location: Karnataka, Online (Bunbury)
Qualification: bachelors degree

Experience: I am eager to apply for the Graphic Designer role in your company With a degree in Design and 1  more..

Dipshree

Mobile: +91 89210 61945
Location: pune, Online (Bunbury)
Qualification: Bachelors of engineering

Experience: sql core java mannual testing  more..

Akshaya

Mobile: +91 91884 77559
Location: Telangana, Online (Bunbury)
Qualification: Pursuing BTech

Experience: I have done internships in Frontend development Data visualization AWS Cloud computing and projects like buliding Web pages AI chatbot  more..

Basab

Mobile: +91 91884 77559
Location: Assam, Online (Bunbury)
Qualification: BCA

Experience: Have an experience of training more than 100 students in telecom sector And have all the necessary skills required for  more..

Mohd

Mobile: +91 91884 77559
Location: Kanpur uttarpradesh, Online (Bunbury)
Qualification: Undergraduate

Experience: Web design Social media marketing Graphic design   more..

Farhan

Mobile: +91 8301010866
Location: Uttar Pradesh, Online (Bunbury)
Qualification: MCA

Experience: I have an experience of web development And my skills are angular python js SQL html and css   more..

Naveenkumar

Mobile: +91 9895490866
Location: Tamil Nadu, Online (Bunbury)
Qualification: BCA

Experience: I am software developer with 2 years of experience at Imagecon India Pvt Ltd For the last 2 years I  more..

Pooja

Mobile: +91 9446600368
Location: Maharashtra, Online (Bunbury)
Qualification: MCS

Experience: I have only 1year experience in WordPress but I Loved to design and develop website  more..

Sugandh

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

Experience: Manual testing and 2 or more years of experience have knowledge about Jira Asana and other skills required in manual  more..

Joseph

Mobile: +91 9446600368
Location: Kerala, Online (Bunbury)
Qualification: Degree

Experience: python full stack django css html SQL java React excel  more..

Badavathu

Mobile: +91 91884 77559
Location: Telangana, Online (Bunbury)
Qualification: B.sc (Mpcs)

Experience: I have hand on experience ethical hacking and cybersecurity tool like SIEM and Other tools  more..

Chandrashekhar

Mobile: +91 9895490866
Location: Thane, Online (Bunbury)
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..

shweta

Mobile: +91 8301010866
Location: Uttar Pradesh, Online (Bunbury)
Qualification: MCA

Experience: I'm an assistant professor at IPEM College with expertise in teaching C programming data structures and software engineering I'm passionate  more..

Nandini

Mobile: +91 98474 90866
Location: Telangana, Online (Bunbury)
Qualification: BTech

Experience: Java html css javascript sql oracle  more..

Komal

Mobile: +91 91884 77559
Location: Maharashtra, Online (Bunbury)
Qualification: M.sc computer science

Experience: Salesforce admin trainer 3 5 year Salesforce development trainer 3 5 year experience Salesforce certified faculty  more..

Aashi

Mobile: +91 9895490866
Location: Uttar Pradesh, Online (Bunbury)
Qualification: Bsc. Food Technology

Experience: When it comes to design I'm good at making templates fit specific needs while keeping the brand's look consistent by  more..

Harshit

Mobile: +91 98474 90866
Location: Uttarakhand, Online (Bunbury)
Qualification: MCA

Experience: Manual testing API testing performance testing load testing accessibility testing python programming regression testing integration testing   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 bunbury
Internship/projects in bunbury
Internship/projects in bunbury
Internship/projects in bunbury
Internship/projects in bunbury
Internship/projects in bunbury
Internship/projects in bunbury
Internship/projects in bunbury
Internship/projects in bunbury
Internship/projects in bunbury
Internship/projects in bunbury

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer