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 Hamilton

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

  • 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 Hamilton
Data Science To find trends and patterns, use algorithms and modules. There are numerous reasons why you should take this course. Identify and collect data from data sources. . 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. 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. 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. To succeed as a data scientist, you must, nevertheless, make a particular effort to apply soft skills.

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

Rahil

Mobile: +91 9895490866
Location: Punjab, Online (Hamilton)
Qualification: Graduation

Experience: 1 Administrative 2 Flexibility 3 Attention to details 4 Problem solving skills 5 Experience in computer hardware & networking Marketing  more..

Sathiyapriya

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

Experience: Dear Hiring Manager I'm applying with interest from your website regarding the recent opening in your organization In such regards  more..

Hari

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

Experience: Two years of experience in python developer at Fabhost web solution I have good knowledge in python SQL front end  more..

Aarti

Mobile: +91 91884 77559
Location: Nagpur, Online (Hamilton)
Qualification: Graduate

Experience: I have 4+ years of experience in manual testing writing test cases creating test scenarios and familiar with methodologies Application  more..

Harikrishnan

Mobile: +91 89210 61945
Location: kollam, Online (Hamilton)
Qualification: MCA

Experience: fresher python java sqlApplication for Python Django  more..

Sanidhi

Mobile: +91 8301010866
Location: Jammu and Kashmir, Online (Hamilton)
Qualification: M.Sc/B.ed

Experience: Total 5 years of experience in teaching Biology and 2 years of experience in online teaching to students across the  more..

sumana

Mobile: +91 8301010866
Location: India, Online (Hamilton)
Qualification: Post graduate

Experience: I have total 7 years exp in seo smo ads email marketing wordpress html design  more..

KUMARI

Mobile: +91 98474 90866
Location: West Bengal, Online (Hamilton)
Qualification: M.Com.

Experience: Dear Hiring Manager I am writing to express my interest in the Graphic Designer position I have a keen eye  more..

Wasi

Mobile: +91 8301010866
Location: Delhi, Online (Hamilton)
Qualification: B.ed

Experience: I have over 12 years of experience teaching mathematics at various levels including middle school and high school and competitive  more..

Hemachandran

Mobile: +91 98474 90866
Location: Tamil Nadu, Online (Hamilton)
Qualification: Be.CSE

Experience: Participated in CTF challenges and found authentication vulnerability in my college website Skilled in penetration testing   more..

lija

Mobile: +91 91884 77559
Location: Angul, Online (Hamilton)
Qualification: B.tech

Experience: I have total 3 7 years of experience in Manual testing Also I have good experience in Functional Testing system  more..

Albin

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Hamilton)
Qualification: Bachelor's

Experience: 1 year experience in Training python programming SDLC and specialised programs such as django and data analytics 6 years of  more..

Neeraj

Mobile: +91 91884 77559
Location: Nainital, Online (Hamilton)
Qualification: Mca

Experience: Laravl php jquery html css 3+Application for PHP Laravel  more..

Harshith

Mobile: +91 89210 61945
Location: Kerala, Online (Hamilton)
Qualification: BCA

Experience: Proven IELTS Impact: Demonstrated success in positively influencing and guiding students achieving consistent score improvements Dynamic Lesson Planning: Specialized in  more..

Baraneetharan

Mobile: +91 9895490866
Location: Tamil Nadu, Online (Hamilton)
Qualification: BSc Information Technology

Experience: Selenium automation testing Jira Mssql |   more..

Shailja

Mobile: +91 9446600368
Location: Pune, Online (Hamilton)
Qualification: M.Des graphic designer

Experience: 2 years working experience and 3 years of design experience Skills include Adobe Illustrator Adobe photoshop Adobe XD Adobe InDesign  more..

Rohit

Mobile: +91 91884 77559
Location: Karnataka, Online (Hamilton)
Qualification: Graduate

Experience: Wapt firewall Server security network security Linux python   more..

sofiya

Mobile: +91 9895490866
Location: Kerala, Online (Hamilton)
Qualification: BTech CSE

Experience: Angular react frontend development fullstack development dotnet core javascript typescript  more..

Anshuman

Mobile: +91 8301010866
Location: Kolkata , Online (Hamilton)
Qualification: Bsc in fashion design

Experience: 2years experience in Graphic design content creating content editing social media creatives posters logos brochures and everything in creative and  more..

Vinduja

Mobile: +91 91884 77559
Location: Palakkad, Online (Hamilton)
Qualification: B-Tech

Experience: Manual Testing Automation testing Selenium webdriver  more..

Ashutosh

Mobile: +91 9895490866
Location: Uttarakhand, Online (Hamilton)
Qualification: Graduate

Experience: I am proficient in Flutter dart Google Firebase Postman C Java Python REST API integration Riverpod UI Development I am  more..

Sindhi

Mobile: +91 91884 77559
Location: Gujarat, Online (Hamilton)
Qualification: 12th pass

Experience: Tally prime ccc graphic design  more..

Sarangi

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

Experience: I have 3 years experience in Ui Ux design  more..

Swapnil

Mobile: +91 89210 61945
Location: Pune, Online (Hamilton)
Qualification: B.E Mechanical

Experience: AutoCAD Solid work Mastercam CNC VMC programming | Resume for   more..

Aagna

Mobile: +91 9895490866
Location: Ernakulam , Online (Hamilton)
Qualification: Bsc computer science

Experience: Java python Microsoft word excel power point c++ c  more..

Afiya

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

Experience: I am a trainee of python with data science data analyst web development artificial intelligence and machine learning with 1  more..

Anju

Mobile: +91 8301010866
Location: Kerala, Online (Hamilton)
Qualification: B- Tech CSE

Experience: With a tenure of two years at Infosys as a System Engineer I have garnered expertise in manual testing automation  more..

Aalti

Mobile: +91 91884 77559
Location: Hyderabad, Online (Hamilton)
Qualification: Graduation (B.SC)

Experience: As a part of Q spiders I am upgrading my testing skills this course contains SQL Manual testing Aumation testing  more..

Pavani

Mobile: +91 9446600368
Location: Telangana, Online (Hamilton)
Qualification: B.Tech

Experience: I worked on planning design and MS office I have 3 years of experience   more..

himanshu

Mobile: +91 8301010866
Location: Rajasthan, Online (Hamilton)
Qualification: B.Tech

Experience: Tutor of interior & extrior design Experience of Industrial design Architecture design Furniture design and Event wedding site 3d Design  more..

Abilash

Mobile: +91 89210 61945
Location: Kerala, Online (Hamilton)
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..

Sk.

Mobile: +91 8301010866
Location: West Bengal, Online (Hamilton)
Qualification: B. Tech

Experience: UX research Wireframing Prototyping Visual design Usability testing Figma  more..

Chittari

Mobile: +91 91884 77559
Location: Hyderabad, Online (Hamilton)
Qualification: Bachelors

Experience: I am doing now internship at Ramanasoft private limited python DjangodeveloperApplication for Python Django  more..

Ashi

Mobile: +91 91884 77559
Location: Dadar and Nagar Haveli, Online (Hamilton)
Qualification: Masters in cyber security

Experience: I have done my masters in cyber security and bachelors in Information technology I have good knowledge of SQL Java  more..

vikram

Mobile: +91 91884 77559
Location: Punjab, Online (Hamilton)
Qualification: master

Experience: Hi Team i have 10 year experience in front end backend design development field i have mentioned my skill into  more..

Vishnu

Mobile: +91 91884 77559
Location: Chennai, Online (Hamilton)
Qualification: B.com

Experience: As a fresher I have no experience I am fresher I am looking forward for this opportunity Skilled in C  more..

Vikash

Mobile: +91 8301010866
Location: Madhya Pradesh, Online (Hamilton)
Qualification: BSC

Experience: Python django HTML CSS bootstrap web development Rest API   more..

Priya

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (Hamilton)
Qualification: Diploma

Experience: UX UI Design Prototyping Visual design Brochure design  more..

Bhavya

Mobile: +91 91884 77559
Location: Bangalore, Online (Hamilton)
Qualification: Graphic designer

Experience: I have worked as a freelance graphic designer and worked at an advertising agency so I’ve been involved in interesting  more..

Revathi

Mobile: +91 8301010866
Location: Chennai, Online (Hamilton)
Qualification: Msc. Computer science

Experience: Test planning and strategy Test case development and execution Automated testing tools and frameworks Manual testing techniques Defect tracking and  more..

Robin

Mobile: +91 9446600368
Location: Adoor, Online (Hamilton)
Qualification: MCA

Experience: Software testing intern at luminar technolab Kochi QA QC SDLC AGILE SCRUM STLC TESTING TYPES SCENARIO PREPARATION TEST CASE PREPARATION  more..

Darshan

Mobile: +91 98474 90866
Location: Karnataka, Online (Hamilton)
Qualification: BE

Experience: CATIA Solid works Excel CNC programming CAD |   more..

ArunKumar

Mobile: +91 91884 77559
Location: Coimbatore, Online (Hamilton)
Qualification: B.E-EEE

Experience: Client communication and Link Building Keyword Research  Communication  Campaign management  Content Development  SEO & SEM strategy  more..

Bhavdip

Mobile: +91 8301010866
Location: Gujarat, Online (Hamilton)
Qualification: B.Tech(Computer Engineering)

Experience: Amazon Web Services S3 VPC EC2 Cloud Formation ElasticBeanstalk CiCd DevOps Bash Git Kubernetes Docker Jenkins python  more..

Pavankumar

Mobile: +91 98474 90866
Location: Karnataka, Online (Hamilton)
Qualification: BCA

Experience: Jira Builder zpyher Web and mobile testing API testing and 2 8 years |   more..

Rokesh

Mobile: +91 98474 90866
Location: Tamil Nadu, Online (Hamilton)
Qualification: B.E.Computer science and engineering

Experience: Skills: flutter dart git azure linux java Experience: custom component developemnet using flutter apolication development using flutter with bloc state  more..

Piyush

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

Experience: I am using React Js library to design the UI components and Tailwind CSS for styling the components   more..

Adithya

Mobile: +91 89210 61945
Location: Kerala, Online (Hamilton)
Qualification: B.tech

Experience: C C++ programming Microcontrollers  more..

Pratik

Mobile: +91 9446600368
Location: Maharashtra, Online (Hamilton)
Qualification: Masters

Experience: Penetration testing cybersecurity analysis and ethical hacking expertise with a focus on web application database system and network testing Extensive  more..

payal

Mobile: +91 9895490866
Location: Maharashtra, Online (Hamilton)
Qualification: Masters

Experience: Manual automation in python selenium API performance testing  more..

Samuel

Mobile: +91 91884 77559
Location: Kerala, Online (Hamilton)
Qualification: Diploma on civil

Experience: Well experience draughtman (14 yrs) In uae Expert in design drafting & presentation drawing and details in civil & mechanic  more..

Arjun

Mobile: +91 89210 61945
Location: Kerala, Online (Hamilton)
Qualification: Currently upto Senior Secondary Level (Pending acquiring a degree)

Experience: In web development space - primarily with the JavaScript ecosystem React is the frontend library framework I have used most  more..

Suchitra

Mobile: +91 89210 61945
Location: Kerala, Online (Hamilton)
Qualification: MBA

Experience: C c++ ms excel python sql  more..

Fathimath

Mobile: +91 9895490866
Location: Kerala, Online (Hamilton)
Qualification: BCA

Experience: Computer programming language like python Django Angular HTML Javascript Css   more..

Naveen

Mobile: +91 98474 90866
Location: Tamil Nadu, Online (Hamilton)
Qualification: BE - COMPUTER SCIENCE AND ENGINEERING

Experience: Automation testing manual testing python selenium jira git performance testing database testing  more..

Perepu

Mobile: +91 89210 61945
Location: Chennai, Online (Hamilton)
Qualification: BTech in ECE

Experience: Software testing (Manual) Seo (basic) Excel(basic)  more..

Prasheek

Mobile: +91 89210 61945
Location: Chhattisgarh, Online (Hamilton)
Qualification: B. Des

Experience: I’m a graphic designer with work experience in 2D design 3D design social media posts animation 3D modelling and video  more..

Ashish

Mobile: +91 89210 61945
Location: Maharashtra, Online (Hamilton)
Qualification: Bsc it

Experience: Well in manual testing and automation also good in java selenium |   more..

Avijeet

Mobile: +91 9446600368
Location: West Bengal, Online (Hamilton)
Qualification: bca

Experience: As a BCA fresher aspiring to embark on a career in analytics my primary objective is to leverage my foundational  more..

Preksha

Mobile: +91 9895490866
Location: Kochi, Online (Hamilton)
Qualification: BTech

Experience: Selenium MySql java c JMeter Postman Manual testing Automation 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 hamilton
Internship/projects in hamilton
Internship/projects in hamilton
Internship/projects in hamilton
Internship/projects in hamilton
Internship/projects in hamilton
Internship/projects in hamilton
Internship/projects in hamilton
Internship/projects in hamilton
Internship/projects in hamilton
Internship/projects in hamilton
Internship/projects in hamilton

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer