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 Montreal

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

  • 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 Montreal
Data Science You'll have a personal mentor who will keep track of your development. 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. 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 curriculum prepares you to work in a variety of Data Science professions and earn top-dollar wages. A data scientist is a person who uses a variety of procedures, methods, systems, and algorithms to analyze data to provide actionable insights. 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. To find trends and patterns, use algorithms and modules. 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 Montreal. Effectively analyze both organized and unstructured data Create strategies to address company issues. 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.

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

Tushar

Mobile: +91 89210 61945
Location: Maharashtra, Online (Montreal)
Qualification: BBA(Computer Application)

Experience: i was doing Bug Hunting And penetration testing and submitted some Bugs on Hackerone and i Clear My CEH Master  more..

Maha

Mobile: +91 91884 77559
Location: Coimbatore, Online (Montreal)
Qualification: Bachelor of engineering

Experience: I am completed software testing course including manual Automation Selenium Jira TestNG I have 1 2 years experience as a  more..

Dheeraj

Mobile: +91 91884 77559
Location: Delhi Ncr, Online (Montreal)
Qualification: B.tech

Experience: Software testing Core Java SQL Selenium website testing git hub | Resume for   more..

Aditya

Mobile: +91 8301010866
Location: Madhya Pradesh, Online (Montreal)
Qualification: B.tech

Experience: Python and manual testing |   more..

mohit

Mobile: +91 9895490866
Location: New delhi, Online (Montreal)
Qualification: BCA

Experience: I have 1 4 years of experience in manual testing   more..

Vijaya

Mobile: +91 9895490866
Location: Tamil Nadu, Online (Montreal)
Qualification: BE&MBA

Experience: I know programming languages like python java and html I am fresher  more..

Ankit

Mobile: +91 98474 90866
Location: Jabalpur, Online (Montreal)
Qualification: Web developer

Experience: Ive good knowledge about web development including html css Javascript reactjs springboot etc   more..

Vignesh

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

Experience: Hi I'm Vignesh a passionate cybersecurity enthusiast dedicated to making an impact in ethical hacking and penetration testing With a  more..

Ruksana

Mobile: +91 91884 77559
Location: Perumbavoor, Online (Montreal)
Qualification: BTech computer science

Experience: Python django HTML CSS Javascript MySQL 6month intership in python full stack development 2 month work as intern in the  more..

Khushboo

Mobile: +91 9895490866
Location: Madhya Pradesh, Online (Montreal)
Qualification: bca honours

Experience: web development leadership quality time management  more..

satyanarayan

Mobile: +91 9895490866
Location: Maharashtra, Online (Montreal)
Qualification: BSc - Physics

Experience: Hi there Thank you for this opportunity Myself "satya sir" I teach Science Physics & Programing languages from last 10years  more..

Priyanka

Mobile: +91 91884 77559
Location: Kasargod , Online (Montreal)
Qualification: MCA

Experience: Application for php DeveloperApplication for PHP Laravel  more..

Naraharisetti

Mobile: +91 8301010866
Location: Vijayawada, Online (Montreal)
Qualification: Under Graduate

Experience: I have experience in the role BDA which is related to sales field but as python developers I’m fresher with  more..

vijay

Mobile: +91 91884 77559
Location: Telangana, Online (Montreal)
Qualification: BCA

Experience: Python- it is simple and easy to use and it is high level programming language HTML CSS  more..

Ashik

Mobile: +91 9895490866
Location: Nagercoil , Online (Montreal)
Qualification: B.Tech

Experience: 1 year experience as python Trainer in Nyeste Venture Technologies Pvt Ltd Trivandrum Skills: python django tkinter sqlite3 MySQL Application  more..

Ponkiya

Mobile: +91 9895490866
Location: Gujarat, Online (Montreal)
Qualification: MCA

Experience: I’m a net developer at RKIT Software located in rajkot Gujarat I have a 1 5 years of experience in  more..

Abhijeet

Mobile: +91 91884 77559
Location: Gujarat, Online (Montreal)
Qualification: DME

Experience: • A senior-level mechanical engineer with more than 15 years of experience in research and development manufacturing engineer leadership skill  more..

Tamilselvi

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

Experience: Java SQL manual testing selenium TestNG API GitHub |   more..

Tohid

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

Experience: my self tohid ansar pathan I'm from solapur and currently i am living in Koparkhairne navi mumbai I had complete  more..

Divyalakshmi

Mobile: +91 9895490866
Location: Tamil Nadu, Online (Montreal)
Qualification: Bsc Mathamatics

Experience: 1year 3 Month experience on manual testing find the defect and executing test case and good understanding products and write  more..

Nayera

Mobile: +91 98474 90866
Location: Jammu and Kashmir, Online (Montreal)
Qualification: Btech in Computer science and Engineering

Experience: I have 2 years of experience in Python development My skills include Python Django Django REST Framework Flask React Native  more..

Kosireddy

Mobile: +91 9895490866
Location: Andhra Pradesh, Online (Montreal)
Qualification: Bachelor degree

Experience: I have a skillset of python windows AWS and basics of linux I have also worked as system associate in  more..

Hitesh

Mobile: +91 9446600368
Location: Maharashtra, Online (Montreal)
Qualification: MCA

Experience: Flutter development with 2yr experience |   more..

Simanta

Mobile: +91 9446600368
Location: Assam, Online (Montreal)
Qualification: MCA

Experience: Internship at Catla Broadband Services Computer data operator at Local Hospital for 3 5 months Skills : MS office suite  more..

Aleesha

Mobile: +91 89210 61945
Location: Kodungallur , Online (Montreal)
Qualification: BCA

Experience: I currently doing in python full stack internship at kerala stedsApplication for Python Django  more..

Sanidhya

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

Experience: Corejava c SQL DSA Basics of testing Currently I am fresher Application for Software Testing  more..

Kunal

Mobile: +91 9446600368
Location: Maharashtra, Online (Montreal)
Qualification: BE

Experience: Automation Testing Manual Testing and 2 monthy finance testing experience |   more..

Bhavesh

Mobile: +91 98474 90866
Location: Gujarat, Online (Montreal)
Qualification: Greduate

Experience: I am fresher looking for react js job  more..

Adarsh

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

Experience: I have a good knowledge of programming and web development also have some knowledge regarding power bi  more..

Sivakarna

Mobile: +91 9446600368
Location: Yusufguda, Hyderabad, Online (Montreal)
Qualification: Master

Experience: I have 2 Years Of experience in Automation testing(selenium with java Cypress) and Manual testing Application for Software Testing  more..

ShyamalaGanesan

Mobile: +91 8301010866
Location: Bengaluru, Online (Montreal)
Qualification: B. E Computer Science

Experience: Having hands on experience in Manual testing and Done internship training at Mobile Automation Having teaching experience at school |  more..

Shah

Mobile: +91 91884 77559
Location: Jammu and Kashmir, Online (Montreal)
Qualification: Bachelor of Technologoy in Computer Science and Engineering

Experience: Skills : Flutter dart FastApi(python) Firebase Mongo Docker Experience : Lead Flutter Developer at Volobot Advanced Systems Before that worked  more..

Taslim

Mobile: +91 91884 77559
Location: Maharashtra, Online (Montreal)
Qualification: BA

Experience: SQL python Linux Pandas power bi software testing testcase writing |   more..

Irfan

Mobile: +91 9446600368
Location: malappuram, Online (Montreal)
Qualification: plus two

Experience: flutter dart   more..

Amina

Mobile: +91 91884 77559
Location: Kerala, Online (Montreal)
Qualification: MA , BED

Experience: Experienced Hindi teacher with 3 years in a reputable CBSE school Proficient in teaching Hindi language and literature adept at  more..

Raheel

Mobile: +91 9895490866
Location: Dhule Maharashtra, Online (Montreal)
Qualification: Diploma in Civil engineering

Experience: Innovative Resident Engineer with proficiency in planning and execution Led teams from front Excellent blueprint interpreting and leadership skills Experienced  more..

Sandhana

Mobile: +91 91884 77559
Location: Kerala, Online (Montreal)
Qualification: Msc cs

Experience: Work as E learning developer for 1 year   more..

Nishant

Mobile: +91 9895490866
Location: New Delhi, Online (Montreal)
Qualification: MCA

Experience: I have 3 year experience in website Design and development I worked more then 50 plus website I worked single  more..

SATHEESHKUMAR

Mobile: +91 9895490866
Location: Kumbakonam-Tamilnadu, Online (Montreal)
Qualification: Bsc.IT

Experience: Senior System Administrator -11 years Windows server and network firewall vmware Hard wareApplication for System Administration Server Admin  more..

Rajeev

Mobile: +91 9446600368
Location: Ongole, Online (Montreal)
Qualification: BCA July 2022

Experience: Python Java c c++ dbms Html php photos hop digital marketing technical consulting customer support business analytics   more..

Ashija

Mobile: +91 8301010866
Location: Kerala, Online (Montreal)
Qualification: Diploma in electronics engineering

Experience: Knowledge in WordPress php   more..

ajith

Mobile: +91 9446600368
Location: Kochi, Online (Montreal)
Qualification: Bba

Experience: Automation testing manual testing STLC SDLC JMETER POST MAN etc Fresher | Resume for   more..

Ameersohil

Mobile: +91 9895490866
Location: Belgaum , Online (Montreal)
Qualification: MCA

Experience: Java C C++ Aws Python Php Reactjs Web developer intern at Living tech software solutions   more..

Eppalapally

Mobile: +91 9895490866
Location: Telangana, Online (Montreal)
Qualification: Diploma in laboratory sciences

Experience: Html CSS javascript react js node js mongo BD bootstrap My must skills I'm recently mainly focus on front end  more..

Manjari

Mobile: +91 91884 77559
Location: Punjab, Online (Montreal)
Qualification: Masters of science in Biotechnology

Experience: Passionate educator with one year of experience teaching Science and Mathematics Committed to fostering a stimulating learning environment where students  more..

Dhairya

Mobile: +91 8301010866
Location: Uttar Pradesh, Online (Montreal)
Qualification: B tech

Experience: C C++ HTML CSS Javascript node js Oops concepts Sql DBMS Git Interned at Bharat intern - prjoects based on  more..

Plabon

Mobile: +91 9895490866
Location: Burdwan, Online (Montreal)
Qualification: B.tech in Electronics and Communication

Experience: Software manual testing Functional Testing Scenario testing Retesting Regression testing | Resume for   more..

preethy

Mobile: +91 91884 77559
Location: Kerala, Online (Montreal)
Qualification: mca

Experience: software testing in manual and automation testing   more..

Tharanadh

Mobile: +91 89210 61945
Location: Kerala, Online (Montreal)
Qualification: Graduate in Btech - electronics and communication

Experience: Networking skills ( CCNA and AWS) Basic knowledge in python c++ PSpice stimulation Arduino programming  more..

Anand

Mobile: +91 9446600368
Location: Tamil Nadu, Online (Montreal)
Qualification: Msc (IT)

Experience: Java flutter dart javascript and mysql  more..

Nipun

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

Experience: Proficient in Python development specializing in Django framework for web applications Skilled in MySQL database management for efficient data storage  more..

Nihar

Mobile: +91 9446600368
Location: Odisha, Online (Montreal)
Qualification: M.sc

Experience: Skills: Routing & switching network troubleshooting firewall setup VM server configuration Networking protocols like OSPF BGP EIGRP etc Work experience:  more..

Rajeshwari

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (Montreal)
Qualification: M. Sc

Experience: Hi I'm Automation testing selenium in Java fresher and have used to many framework in TestNG Cucumber page object model  more..

R

Mobile: +91 98474 90866
Location: chennai, Online (Montreal)
Qualification: tamil english

Experience: 5 years work experience as assistant professor and worked as JRF in DRDO done course in software testing know manual  more..

Pradeep

Mobile: +91 91884 77559
Location: Noida, Online (Montreal)
Qualification: BSC

Experience: I have 1 6 years of experience in software testing and I am having knowledge of selenium webdriver core java  more..

Deeksha

Mobile: +91 9446600368
Location: Maharashtra, Online (Montreal)
Qualification: B.E.

Experience: Manual testing Smoke testing Regression testing Sanity testing Writing the test cases Bug tracking via JIRA Script writing via Selenium  more..

Krishnaprabha

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (Montreal)
Qualification: BE Computer science and engineering

Experience: I strive to maintain accuracy and consistency in task completion individual performance and team goal-achievement using acute attention to detail  more..

Devika

Mobile: +91 91884 77559
Location: Kerala, Online (Montreal)
Qualification: Bsc computer science and pgdca

Experience: 2 years experience ans skills for php c c++ java html sql  more..

Paras

Mobile: +91 9895490866
Location: Haryana, Online (Montreal)
Qualification: B.Tech (CSE)

Experience: Python Django DRF Html css js bootstrap ajax postgrsql SQL mysql sqlite3 angular experience of 2 years as data analyst  more..

Mohd

Mobile: +91 89210 61945
Location: Uttar Pradesh, Online (Montreal)
Qualification: B tech

Experience: I have 2+ years of experience in python django Python Django DRF MySQL RestApi FastApi Html5 CSS3 React js  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 montreal
Internship/projects in montreal
Internship/projects in montreal
Internship/projects in montreal
Internship/projects in montreal
Internship/projects in montreal
Internship/projects in montreal
Internship/projects in montreal
Internship/projects in montreal
Internship/projects in montreal
Internship/projects in montreal
Internship/projects in montreal

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer