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 Brampton

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

  • 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 Brampton
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 Brampton. The top Data Science course online for professionals who wish to expand their knowledge base and start a career in this industry is NESTSOFT in Brampton. 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. Create data strategies with the help of team members and leaders. 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. Identify and collect data from data sources. Effectively analyze both organized and unstructured data Create strategies to address company issues. 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.

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

Jyoti

Mobile: +91 8301010866
Location: Maharashtra, Online (Brampton)
Qualification: BE

Experience: I have 6 month experince in Rubiscape Pvt Ltd as a QA intern I worked on the Product rubiscape there  more..

Archana

Mobile: +91 98474 90866
Location: Telangana, Online (Brampton)
Qualification: Bachelors degree

Experience: Manual testing Automation testing Selenium JIRA Agile |   more..

Harshada

Mobile: +91 9895490866
Location: Maharashtra, Online (Brampton)
Qualification: BSc

Experience: I have a strong foundation in the fundamentals of UI design and am skilled with programs like Figma Sketch Adobe  more..

Sambasiva

Mobile: +91 98474 90866
Location: Hyderabad , Online (Brampton)
Qualification: B.tech

Experience: Python django developer full stack developer Application for Python Django  more..

Namrata

Mobile: +91 98474 90866
Location: RATLAM, Online (Brampton)
Qualification: MBA

Experience: Logo posters new design video editing   more..

Rahul

Mobile: +91 89210 61945
Location: Haryana Kaithal, Online (Brampton)
Qualification: Bachelor of Computer Application

Experience: Flutter Developer And Ios developer xcode third parti API | Resume for   more..

Vinodha

Mobile: +91 9895490866
Location: chidambaram, Online (Brampton)
Qualification: M.C.A

Experience: java Seleniunm manual testing and Automation testing  more..

Mymoon

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

Experience: Manual testing Automation testing Salesforce testing Api testing JIRA GitHub Selenium java  more..

NUSHABA

Mobile: +91 9446600368
Location: Karnataka, Online (Brampton)
Qualification: Electrical and Electronics Engineering

Experience: Knowledge on circute design cade c and c++ basic computer knowledge  more..

Ashlesha

Mobile: +91 91884 77559
Location: Mumbai, Online (Brampton)
Qualification: M. Sc. - I. T.

Experience: Assistant Professor with 4 years of experience in teaching Python JAVA AI Datascience R programming etc to Degree college students  more..

Rangisetti

Mobile: +91 98474 90866
Location: Andhra Pradesh, Online (Brampton)
Qualification: B.Sc

Experience: Proficient in Linux awareness of Aws cloud Git Git Hub networking concept   more..

AKHIL

Mobile: +91 8301010866
Location: Kerala, Online (Brampton)
Qualification: SSLC, PLUSTWO, DIPLOMA IN GWD, FSWD

Experience: Counter Staff Cashierin Ariesplex SlCinemas TVM Kerala : 2 5years Sales Assistant in Big Bazaar TVM Kerala :1year Sales man  more..

abhishek

Mobile: +91 8301010866
Location: Bihar, Online (Brampton)
Qualification: B.sc

Experience: I did CCNA cloud practitioner AWS Linux operating system and knowledge of python programming language  more..

Mohamed

Mobile: +91 9446600368
Location: Edappal, Online (Brampton)
Qualification: B Tech in Electronics and Communication Engineering

Experience: Red Hat Linux administration C++ programming Application for System Administration  more..

Harikrishna

Mobile: +91 91884 77559
Location: Telangana, Online (Brampton)
Qualification: B.Tech

Experience: Manual Testing Core Java JIRA Selenium TestNg Cucumber Database Testing performance testing SQL Jmeter Blazemeter etc   more..

Arpit

Mobile: +91 8301010866
Location: Pune, Online (Brampton)
Qualification: Bachelors Of Engineering

Experience: JAVA Manual testing Functional testing Selenium webDriver Automation testing API SQL | Resume for   more..

Surya

Mobile: +91 9446600368
Location: Chennai , Online (Brampton)
Qualification: B .tech

Experience: python data science artificial intelligence machine learning| Application for Python Data Science Machine Learning Artificial Intelligence  more..

Amar

Mobile: +91 89210 61945
Location: Uttar Pradesh, Online (Brampton)
Qualification: B. Tech in computer science and engineering

Experience: Python programming django javascript php SQL basic of c programming  more..

Prathamesh

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

Experience: Skills - HTML5 CSS Javascript React js Node js php etc  more..

dorababu

Mobile: +91 8301010866
Location: Andhra Pradesh, Online (Brampton)
Qualification: B.Tech

Experience: linux scripting vmware networking  more..

Salini

Mobile: +91 89210 61945
Location: Tripunithura, Online (Brampton)
Qualification: Msc Computer Science

Experience: Trained fresher in software testing ISTQB foundation level certified   more..

Tejaswini

Mobile: +91 9446600368
Location: Telangana, Online (Brampton)
Qualification: Btech

Experience: 3 years of experience in manual testing Api Testing and DB testing Knowledge in automation selenium Java |   more..

Priyanka

Mobile: +91 8301010866
Location: Maharashtra, Online (Brampton)
Qualification: BE Computer science and engineering

Experience: As a fresher Programming Languages-Proficiency in languages such as Python Java C++ or JavaScript is valuable Database Management-Understanding of SQL  more..

Dev

Mobile: +91 9446600368
Location: Pune, Online (Brampton)
Qualification: B.A.

Experience: My skills - Html css java script react node sql Exp - total 2 yrs of experience in web development  more..

Agnes

Mobile: +91 8301010866
Location: Panangad , Online (Brampton)
Qualification: Bcom finance and taxation, Diploma in computerized financial accounting

Experience: 6 month experience in accounting (Unidor Fincorp pvt Ltd) 6 month experience in business development executive (Orion edutech)  more..

Kumaraguru

Mobile: +91 89210 61945
Location: Salem, Online (Brampton)
Qualification: BCA

Experience: I have good knowledge in manuel and automation testing I have good knowledge in cucumber framework and junit testng maven  more..

Aneesha

Mobile: +91 8301010866
Location: Kochi, Online (Brampton)
Qualification: MCA

Experience: I have one year of experience in testing My skills including regression testing ad-hoc testing re-testing system testing exectra Also  more..

Kirty

Mobile: +91 8301010866
Location: Durgapur, Online (Brampton)
Qualification: Graduate

Experience: Experienced in IT sector for Website and all development xomox technology and FORERUNNER Experienced in working for educational application software  more..

Shaik

Mobile: +91 89210 61945
Location: Khammam, Online (Brampton)
Qualification: MBA HR

Experience: Present Working on Digital Marketing in Feednet solutions pvt Ltd i have Experience On website design ADs- FB Instagram and  more..

JANANI.K

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (Brampton)
Qualification: B. Sc. Cs

Experience: Manual testing Automation testing test case test plan selenium QA testing I complete software testing course in Qtree technology for  more..

chandru

Mobile: +91 91884 77559
Location: Puducherry, Online (Brampton)
Qualification: b.tech CSE

Experience: Skills --Automation testing(Seleninum with java) Manual testing Sql |   more..

Dinesh

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

Experience: Manual testing Automation Testing Bug reporting STLC |   more..

RAMEESHA

Mobile: +91 98474 90866
Location: Kerala, Online (Brampton)
Qualification: Doing mca

Experience: I am a fresher with strong passion in software development and teaching willing to work dedicatedly   more..

Uma

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Brampton)
Qualification: Mca

Experience: I have 1 years of experience in data analyst 1 year has a business development executive and 1 has a  more..

Kalaivani

Mobile: +91 98474 90866
Location: Tamil Nadu, Online (Brampton)
Qualification: Mba finance and business analyst

Experience: 3 years experience in finance marketing manager 1 year experience in ERP development and 1 year experience in HR department  more..

Jahid

Mobile: +91 89210 61945
Location: Hyderabad , Online (Brampton)
Qualification: Btech

Experience: Manual testing HTML&CSS Basic of python  more..

Sruthy

Mobile: +91 91884 77559
Location: Kerala, Online (Brampton)
Qualification: MTech

Experience: Manual testing Selenium Java testng Eclipse browserstack pom Page factory maven Eclipse smoke testing sanity testing Regression testing  more..

Amarnath

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Brampton)
Qualification: B.tech

Experience: I am currently pursuing b tech in information technology I have good grip on full stack web development both front  more..

Crescentia

Mobile: +91 91884 77559
Location: Rajasthan, Online (Brampton)
Qualification: M.A., B.Ed.

Experience: More than 18 years in the educational industry with almost 10 years in ICSE schools Passionate about teaching and training  more..

Manas

Mobile: +91 98474 90866
Location: Bengaluru, Online (Brampton)
Qualification: Mtech in Design

Experience: 4 year in AI ML under Techmahindra python data science artificial intelligence machine learning| Application for Python Data Science Machine  more..

Jyoti

Mobile: +91 9446600368
Location: Gujarat, Online (Brampton)
Qualification: Pursuing B.E

Experience: I'm react js developer having 6 month training in html css and bootstrap as well   more..

Jalathijaa

Mobile: +91 9895490866
Location: Tamil Nadu, Online (Brampton)
Qualification: BE

Experience: I'm currently pursuing my final semester in Computer science and engineering I wanted to gain an industry experience to upscale  more..

muhammed

Mobile: +91 91884 77559
Location: kochin, Online (Brampton)
Qualification: bca

Experience: data science machine learning programming languages etcApplication for Python Django  more..

Pooja

Mobile: +91 9895490866
Location: Maharashtra, Online (Brampton)
Qualification: Bachelor in civil engineering

Experience: 3D design - 1 year experience 2D design - 7 month experience  more..

James

Mobile: +91 89210 61945
Location: Remote, Online (Brampton)
Qualification: MFA Illustration

Experience: 40 years of illustration and design experience spanning retail to publishing   more..

Manisha

Mobile: +91 91884 77559
Location: Delhi, Online (Brampton)
Qualification: Master

Experience: Hello there so basically i have 4+ years experience in web designing by using these skills languages HTML HTML5 css  more..

Astha

Mobile: +91 8301010866
Location: Maharashtra, Online (Brampton)
Qualification: Btech CSE

Experience: WordPress Plugin development Theme development React JavaScript Jquery Ajax HTML CSS MySQL  more..

Ashwin

Mobile: +91 9895490866
Location: Delhi, Online (Brampton)
Qualification: Under Graduate(Last Year) BCA

Experience: Completed Python training with IBM Developed two websites Hands-on experience with web development tools Knowledge in HTML CSS and JavaScript  more..

Amit

Mobile: +91 89210 61945
Location: Ujjain , Online (Brampton)
Qualification: Mba

Experience: 4 years of experience in seo   more..

Sneha

Mobile: +91 8301010866
Location: Maharashtra, Online (Brampton)
Qualification: HSC

Experience: Hey! Some of the best skills i have as a graphic designer include creativity attention to detail communication and proficiency  more..

Mosesvasu

Mobile: +91 9895490866
Location: Andhra Pradesh, Online (Brampton)
Qualification: Btech

Experience: I have a strong foundation on artificial intelligence over python I done many projects over AI using python Project are  more..

Shibla

Mobile: +91 9446600368
Location: Kerala, Online (Brampton)
Qualification: MCA

Experience: Flutter developer Communication skill Managing UI UXdesign API handling Git hub | Resume for IT Counselor (Work from Home) Hindi  more..

Shivam

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Brampton)
Qualification: B.C.A

Experience: web design Graphic design Seo Smm Smo Ppc  more..

Ankita

Mobile: +91 98474 90866
Location: Maharashtra, Online (Brampton)
Qualification: masters of Science (information technology)

Experience: earlier i was working as trainee test engineer and recently i have join one course in testing also searching for  more..

Ramesh

Mobile: +91 91884 77559
Location: Bangalore, Online (Brampton)
Qualification: B.E computer science and Engineering

Experience: I have total 11 months experience in IT sector in this 11 months i have 5 months experience as a  more..

Neha

Mobile: +91 8301010866
Location: Punjab, Online (Brampton)
Qualification: MCA

Experience: Functional Testing UI UX testing Cross Browser Testing Mobile App Testing Website Testing Pursuing Automation Testing   more..

Nehal

Mobile: +91 91884 77559
Location: Haryana, Online (Brampton)
Qualification: Garduay

Experience: Serching for manual testing job  more..

Fallou

Mobile: +91 9446600368
Location: DAKAR, Online (Brampton)
Qualification: Développement web

Experience: Web development with HTML and CSSAdvanced proficiency in the Wix applicationDesigning attractive websitesOptimizing website performanceClient collaborationProblem-solving skills  more..

Sreeju

Mobile: +91 91884 77559
Location: PALAKKAD, Online (Brampton)
Qualification: BBA CA, Diploma in web designing

Experience: html css js python django sqlApplication for Python Django  more..

Swati

Mobile: +91 9895490866
Location: Maharashtra, Online (Brampton)
Qualification: Bsc

Experience: Azure cloud computing admiration Linux jira overview and C programming language practice  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 brampton
Internship/projects in brampton
Internship/projects in brampton
Internship/projects in brampton
Internship/projects in brampton
Internship/projects in brampton
Internship/projects in brampton
Internship/projects in brampton
Internship/projects in brampton
Internship/projects in brampton
Internship/projects in brampton

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer