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 Cleaning and validating data to ensure that it is accurate and consistent. Effectively analyze both organized and unstructured data Create strategies to address company issues. To find trends and patterns, use algorithms and modules. There are numerous reasons why you should take this course. 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. This curriculum prepares you to work in a variety of Data Science professions and earn top-dollar wages. Identify and collect data from data sources. 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 Montreal. 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. Experts provide immersive online instructor-led seminars.

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

Swetha

Mobile: +91 9895490866
Location: Tamil Nadu, Online (Montreal)
Qualification: BE Computer science

Experience: Iam already worked in excelacom technology located in Chennai been 1 yr iwn I the role of testing and worked  more..

Sandeep

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

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

Danish

Mobile: +91 9895490866
Location: Mumbai, Online (Montreal)
Qualification: Diploma in Computer Engineering

Experience: I have been a solo Android developer in my current company This company focuses on digitalizing universities and schools I  more..

Saqib

Mobile: +91 9895490866
Location: Uttar Pradesh, Online (Montreal)
Qualification: B.twch

Experience: I have experience in flutter development as well as native Android app Development in Java I have worked on many  more..

Uzma

Mobile: +91 91884 77559
Location: Delhi, Online (Montreal)
Qualification: Graduation

Experience: I have done graduation in visual design from a renowned college of design CHITKARA UNIVERSITY I am well know at  more..

mansi

Mobile: +91 91884 77559
Location: New delhi , Online (Montreal)
Qualification: Mcom

Experience: I have total 3+ years experience in seo and digital marketing   more..

Namrata

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

Experience: I am had completed my diploma in graphic design and diploma in VFX After that I have study digital marketing  more..

AMALDEV

Mobile: +91 91884 77559
Location: calicut, Online (Montreal)
Qualification: graduation

Experience: digital marketing smm seo video editing graphic designing  more..

Basu

Mobile: +91 9446600368
Location: Lucknow, Online (Montreal)
Qualification: Btech

Experience: Mongodb express node react Html css js core Java etc  more..

Nikhilesh

Mobile: +91 9446600368
Location: Maharashtra, Online (Montreal)
Qualification: Diploma Mech. Engg.

Experience: my self Nikhilesh professionally I am a mechanical engineer I have 6+ year of experience in design office and project  more..

T

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

Experience: With over 2 years of experience in Web and Network Pentesting I specialize in using Burp Suite Metasploit Nessus and  more..

Safiya

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

Experience: Cyber security aws cloud computing information security ISO 27001 business continuity ISO 22301 python linux  more..

Rutvik

Mobile: +91 89210 61945
Location: Rajkot, Online (Montreal)
Qualification: B,E/I.T

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

ANANYA

Mobile: +91 8301010866
Location: Kozhikode, Online (Montreal)
Qualification: Msc computer science

Experience: software testing documentation java php python communication skill  more..

Apurva

Mobile: +91 9446600368
Location: Pune, Online (Montreal)
Qualification: BE-Computer Engineering

Experience: I am a fresher I have knowledge about Web development HTML CSS React js and Sql language I have knowledge  more..

Paramjit

Mobile: +91 91884 77559
Location: Punjab, Online (Montreal)
Qualification: Mca

Experience: I'm fresher and have no experience now I have skills like html python cssApplication for Python Django  more..

Rakesh

Mobile: +91 91884 77559
Location: West Bengal, Online (Montreal)
Qualification: B.A

Experience: Graphics design Motion graphics  more..

Chinmayee

Mobile: +91 98474 90866
Location: Odisha, Bhubaneswar, Online (Montreal)
Qualification: MCA

Experience: Hello I have knowledge of Python odoo PostgreSql HTML5 CSS3 Bootstrap And I have 1 2 months of professional experience  more..

Ubaid

Mobile: +91 98474 90866
Location: Mumbai, Online (Montreal)
Qualification: Graduate

Experience: I have an year of experience in Seo I have knowledge in all three forms of seo on page off  more..

Tanish

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

Experience: Cyber Security pen testing  more..

Pinaki

Mobile: +91 91884 77559
Location: West Bengal, Online (Montreal)
Qualification: BTech

Experience: Hardware & networking Troubleshooting Software solution  more..

nimisha

Mobile: +91 89210 61945
Location: Kerala, Online (Montreal)
Qualification: Bsc Fashion design

Experience: 6years of experience Well versed in illustrator photoshop and other design softwares Experience in creating post (image &video) and handling  more..

Rishi

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

Experience: I am working as python developer now I can work as part time python trainer https: youtu be _Ju5s8OLB5k my  more..

Sagar

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

Experience: Python Django HTML CSS JavaScript SQL Bootstrap Git MVC architecture Database management Front-end frameworks Back-end development Object-oriented programming Debugging Code  more..

Sachins

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

Experience: Html css bootstrap javascript react js jQuery 2 year experience   more..

Kunal

Mobile: +91 9895490866
Location: Maharashtra, Online (Montreal)
Qualification: BE IT

Experience: Core Java Manual Testing API Testing Postman JMeter Jira Functional testing RPA testing PostgreSQL | Resume for   more..

Neha

Mobile: +91 9895490866
Location: Udgir, Online (Montreal)
Qualification: BTech

Experience: I didn't have any experience but I know sdlc stlc manual testing I completed my software testing course | Resume  more..

Rajith

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

Experience: Sdlc stlc manual testing |   more..

Vikram

Mobile: +91 9895490866
Location: Bangalore, Online (Montreal)
Qualification: Master in physcology

Experience: 9 years of experience in training and development Stakeholder management content management   more..

Kavitha

Mobile: +91 8301010866
Location: Kerala, Online (Montreal)
Qualification: BA, TESOL

Experience: I have been teaching English language since 2010 and as being a module developer I can easily create the module  more..

Tanya

Mobile: +91 91884 77559
Location: Varanasi, Online (Montreal)
Qualification: 12th, Diploma in Fashion Design & Currently pursuing Graduation

Experience: Canva designer video editor social media post design  more..

Shashank

Mobile: +91 9895490866
Location: Karnataka, Online (Montreal)
Qualification: Bachelor of Engineering

Experience: Proficient in using AutoCAD CATIA and SolidWorks for CAD design and 3D modeling Experience in aerodynamics and propulsion design with  more..

Chetan

Mobile: +91 98474 90866
Location: Maharashtra, Online (Montreal)
Qualification: Btech

Experience: Web Security: Familiar with basic concepts of SQL Injection CSRF XSS Authentication Access Control Business Logic Vulnerability – Security Tools:  more..

Antima

Mobile: +91 9446600368
Location: Indore, Online (Montreal)
Qualification: B.tech

Experience: 6 month training on mern stack developer   more..

Nikita

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

Experience: I have 3 years experience I am working as a web designer and WordPress developer I am working on WordPress  more..

Jai

Mobile: +91 98474 90866
Location: Jammu and Kashmir, Online (Montreal)
Qualification: B.tech

Experience: 3 months in asp net development html css c# c++ sql |   more..

Kanchan

Mobile: +91 91884 77559
Location: Maharashtra, Online (Montreal)
Qualification: Bachelor's of fine arts

Experience: With four years of experience as a graphic designer I have honed my skills in creating visually compelling designs using  more..

Sudheesh

Mobile: +91 91884 77559
Location: palakkad, Online (Montreal)
Qualification: B.sc

Experience: With one year of dedicated experience as a UI developer at SafeSoftware in Palakkad I have honed my skills in  more..

Sharayu

Mobile: +91 89210 61945
Location: Maharashtra, Online (Montreal)
Qualification: BCS(Computer Science)

Experience: WIPRO LIMITED JULY 2022 - PRESENT Dedicated and motivated Test Engineer drives high levels of process accuracy and data Integrity  more..

Sreeju

Mobile: +91 8301010866
Location: PALAKKAD, Online (Montreal)
Qualification: BBA CA, Diploma in web designing

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

AMRITHES

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

Experience: MCA graduate with 3 months of Internship experience as a Python Full Stack developer Done projects using Django HTML CSS  more..

Ammu

Mobile: +91 9895490866
Location: Trivandrum, Online (Montreal)
Qualification: Btech

Experience: I am a btech grauduate and i have complete a manual testing course and pursuing automation testing and seeking a  more..

Ram

Mobile: +91 98474 90866
Location: Odisha, Online (Montreal)
Qualification: Btech(end year)

Experience: Professional degree:Btech in CSE Passout year: mid 2025 CGPA:8 1 Technical skill(Future):- AI ML Python programming C++ with DSA Extra  more..

Pallavi

Mobile: +91 91884 77559
Location: Bihar, Online (Montreal)
Qualification: Master of Arts

Experience: I have qualified West Bengal SET exam in Economics and have a teaching experience of 5+ years in which I  more..

Manoj

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

Experience: I had 1 year experience in software Testing in cisco systems pvt ltd In 1 year experience I used python  more..

Mala

Mobile: +91 91884 77559
Location: Karnataka, Online (Montreal)
Qualification: Diploma

Experience: Tool design auto cad solid works |   more..

Md

Mobile: +91 91884 77559
Location: Bihar, Online (Montreal)
Qualification: Diploma In Computer Science Engg

Experience: TML CSS BOOTSTRAP WORDPRESS Convert HTML Theme to Wordpress Web design Web development Responsive web design Website Management Website Maintenance  more..

Annapoorani

Mobile: +91 8301010866
Location: Tamil Nadu, Online (Montreal)
Qualification: M.E.,MBA

Experience: Dear sir mam I’m Annapoorani has my experience 7 years in autocad designs i’m looking forward cad design role Am  more..

Krishan

Mobile: +91 91884 77559
Location: Bihar, Online (Montreal)
Qualification: graduate

Experience: Flutter dart firebase java kotlin android sql etc  more..

Uttam

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

Experience: Flutter full stack developer 1 5 years of experience | Resume for   more..

Akbar

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

Experience: I'm a flutter developer with 3+ years of experience I have developed apps on logistics and social deployment of app  more..

Kranthi

Mobile: +91 91884 77559
Location: Telangana, Online (Montreal)
Qualification: Btech in EEE

Experience: I have hands on experience in few web based applications as part of manual testing and now iam learning automated  more..

MANISH

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

Experience: c c++ java python css html javascript php  more..

ANJUSREE

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

Experience: python html CSS JavaScript bootstrap Django  more..

Janvi

Mobile: +91 8301010866
Location: Maharashtra, Online (Montreal)
Qualification: B.sc

Experience: Html css core php Wordpress  more..

Sharmika

Mobile: +91 8301010866
Location: Telangana, Online (Montreal)
Qualification: B.Pharmacy

Experience: • Testing: Manual Testing API Testing Automation Testing with selenium and java • Testing Methodologies: SDLC STLC Agile Model •  more..

Kush

Mobile: +91 8301010866
Location: Delhi, Online (Montreal)
Qualification: B.A. Digital Media and Design

Experience: I have a strong background in graphic design with experience in UI UX logo creation and video editing My portfolio  more..

AMRITHA

Mobile: +91 8301010866
Location: Kochi, Online (Montreal)
Qualification: bsc computer science

Experience: python Django machine learning  more..

Vijayalakshmi

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

Experience: Core Java python SQL html css bootstrap javascript hibernate   more..

Atia

Mobile: +91 9895490866
Location: Telangana, Online (Montreal)
Qualification: BA hons.

Experience: SQL ETL testing Manual Testing Jira Test Cases Scenarios Documentations involved in Agile Methodology |   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