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 Winnipeg

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

  • 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 Winnipeg
Data Science To find trends and patterns, use algorithms and modules. 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 Winnipeg. 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. 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. 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. . To succeed as a data scientist, you must, nevertheless, make a particular effort to apply soft skills. A data scientist is a person who uses a variety of procedures, methods, systems, and algorithms to analyze data to provide actionable insights. 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.

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

T.Chandanapriyanaka

Mobile: +91 9446600368
Location: Andhra Pradesh, Online (Winnipeg)
Qualification: Btech

Experience: Hello Iam chandana i would like to join with for the growth and development of the company and I am  more..

Sameer

Mobile: +91 89210 61945
Location: New Delhi, Online (Winnipeg)
Qualification: Graduation

Experience: An enthusiastic learner with a strong will to give vision to exceptional ideas that communicate the brand’s mission at large  more..

Kapil

Mobile: +91 9895490866
Location: Haryana, Online (Winnipeg)
Qualification: B.tech cse

Experience: I'm working currently as a flutter developer in fuerte developer I worked on three products of company I manged full  more..

neha

Mobile: +91 89210 61945
Location: Gujarat, Online (Winnipeg)
Qualification: BSC (CA & IT)

Experience: i have worked as an android developer for 3 years in most of companies i worked as senior developer and  more..

Kunal

Mobile: +91 9895490866
Location: Maharashtra, Online (Winnipeg)
Qualification: Msc IT

Experience: Java c c++ html AI programming  more..

Vidhya

Mobile: +91 98474 90866
Location: Tamil Nadu, Online (Winnipeg)
Qualification: Msc CS

Experience: net programming designer Backend customer support Mutual fund data collection and stock data collection Account opening stock analysis personal  more..

Suraj

Mobile: +91 91884 77559
Location: Rajasthan, Online (Winnipeg)
Qualification: BCA

Experience: I’ve been coding for four years and have spent over a year working with Rust mainly in the open-source arena  more..

Pooja

Mobile: +91 8301010866
Location: Maharashtra, Online (Winnipeg)
Qualification: MSC computer science

Experience: C html css javascript reactjs nodejs nestjs SQl git GitHub I have 1 4 year experience in full stack web  more..

Surya

Mobile: +91 9895490866
Location: Kerala, Online (Winnipeg)
Qualification: PG

Experience: I have 2 year experience of content development  more..

Disha

Mobile: +91 9895490866
Location: Maharashtra, Online (Winnipeg)
Qualification: Graduate

Experience: Vulnerability assessment Penetration testing Familiar with security tools like nessus burpsuite metasploite Wireshark Familiar with owasp top 10  more..

Prajwal

Mobile: +91 98474 90866
Location: Maharashtra, Online (Winnipeg)
Qualification: M.Sc(Computer Science)

Experience: 1 year of experience as backend developer in python django rest framework  more..

Payal

Mobile: +91 8301010866
Location: Uttar Pradesh, Online (Winnipeg)
Qualification: BTech

Experience: I am a Btech student with computer science and engineering branch I am a frontend developer I have 4 years  more..

Deepak

Mobile: +91 9895490866
Location: Uttar Pradesh, Online (Winnipeg)
Qualification: graduation

Experience: Drafting planning constrution work design   more..

Arjun

Mobile: +91 9446600368
Location: Palakkad, Online (Winnipeg)
Qualification: Graduated

Experience: I have completed my course CCNA windows Linux MySQL firewall database I have experience in system admin from webcastle media  more..

Sathishkumar

Mobile: +91 91884 77559
Location: Erode, Online (Winnipeg)
Qualification: BE CSE

Experience: A graduate in Computer Science with over 7 9 years of vast experience in Software Testing backed by in-depth knowledge  more..

Amrutha

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

Experience: I have 1 year experience as Business development executive in an leading Edtec company in Kerala Also done a role  more..

Jayesh

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

Experience: I know web development networking and testing too and I am good in communication skills Computer skills Customer service skills  more..

Aishwarya

Mobile: +91 98474 90866
Location: Maharashtra, Online (Winnipeg)
Qualification: Btech in Computer Science and Engineering

Experience: Proficient in computer science subjects Final year project - YouTube Toxic Comment Classifier build using nlp concepts and python libraries  more..

Aiswarya

Mobile: +91 89210 61945
Location: Calicut , Online (Winnipeg)
Qualification: MSc Computer science

Experience: Iam a Post Graduate Holder (Msc computer science) And Currently doing an internship in software testing   more..

Abinaya

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Winnipeg)
Qualification: MCA B.ed

Experience: Python programming PGT - 3 years of experience  more..

Nidhin

Mobile: +91 91884 77559
Location: Kerala, Online (Winnipeg)
Qualification: Diploma in multimedia

Experience: 6 years experience in Graphic design and 2 years experience in Motion designing  more..

Vaishali

Mobile: +91 9895490866
Location: Maharashtra, Online (Winnipeg)
Qualification: Btech

Experience: SQL java manual testing automation testing  more..

Vinay

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

Experience: I worked in IT industry and have experience in meetings and clients interaction and having knowledge in testing and worked  more..

Nitish

Mobile: +91 91884 77559
Location: Maharashtra, Online (Winnipeg)
Qualification: B.Tech in Information Technology

Experience: Flutter- Working on flutter with about 5 years from now  more..

K.Shanmuka

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

Experience: I have 5 years of experience in both automation and manual testing Skills : Automation selenium java pom cucumber functionall  more..

Gigi

Mobile: +91 98474 90866
Location: Kerala, Online (Winnipeg)
Qualification: Bachelors degree

Experience: Skills:* - Design Software: Adobe Creative Suite (advanced) - Design Skills: Visual design branding typography - Digital Skills: Social media  more..

Shalini

Mobile: +91 9895490866
Location: Tamil Nadu, Online (Winnipeg)
Qualification: Btech

Experience: • Experience in Kotlin programming language • Experience in Jetpack Compose UI • Experience in Graphql implementation using Apollo Client  more..

Ravulakol

Mobile: +91 9446600368
Location: Hyderabad, Online (Winnipeg)
Qualification: Degree

Experience: Fresher Manual testing concepts Selenium Java TestNG Cucumber BDD | Resume for   more..

Veenashree

Mobile: +91 9446600368
Location: Karnataka, Online (Winnipeg)
Qualification: Bachelor of Engineering

Experience: Manual testing automation testing sql corejava html css JavaScript Fresher  more..

Anju

Mobile: +91 9895490866
Location: Thrissur, Online (Winnipeg)
Qualification: Degree

Experience: C c++ java html php Sql sas Application for Python Django  more..

Prince

Mobile: +91 91884 77559
Location: Nagaland, Online (Winnipeg)
Qualification: IT and Graphic design

Experience: Graphic design Coding Photography Videography Animation Website developer  more..

Amundla

Mobile: +91 91884 77559
Location: Telangana, Online (Winnipeg)
Qualification: Post graduation

Experience: White box black box agile sdlc stlc frame works maven cucumber functional testing |   more..

Pooja

Mobile: +91 98474 90866
Location: Gujarat, Online (Winnipeg)
Qualification: BCA

Experience: UI ux design Visual design Wireframe Time management Creativity Critical thinking  more..

Hemadhri

Mobile: +91 9446600368
Location: Tamil Nadu, Online (Winnipeg)
Qualification: BCA

Experience: My Name is Hemadhri K Applying form Chennai and I'm a Flutter Developer Total experience having in flutter (8-months) I  more..

Mehvish

Mobile: +91 98474 90866
Location: Uttarakhand, Online (Winnipeg)
Qualification: Final year student of BCA

Experience: I am final year student of Bachelor of computer applications As a cs student I am good in HTML CSS  more..

Gautam

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

Experience: Fronted skill Like Html css and javascript responsive layout Back-end like python django |   more..

vidya

Mobile: +91 89210 61945
Location: Maharashtra, Online (Winnipeg)
Qualification: Graduated

Experience: SDLC STLC SDLC models Test design techniques write Test Cases Test Scenerios Defect Life Cycle Defect Tracking |   more..

Surbhi

Mobile: +91 8301010866
Location: Maharashtra, Online (Winnipeg)
Qualification: B.E

Experience: Manual testing Jira Agile Methodology Test data technique Functional & Non-functional Testing |   more..

Abhishek

Mobile: +91 9446600368
Location: Maharashtra, Online (Winnipeg)
Qualification: Master in Computer Application

Experience: Linux dot net Aws devops python problem solving critical thinking extrovert time management information gathering  more..

Nikunj

Mobile: +91 91884 77559
Location: Karnataka, Online (Winnipeg)
Qualification: Msc IT

Experience: asp net mvc c@ sql server javascript jquery ajax  more..

Chetashree

Mobile: +91 8301010866
Location: Maharashtra, Online (Winnipeg)
Qualification: Architecture Draftsman

Experience: Hi I have 8year experience in AutoCAD drafting and Google SketchUp model's making And interior design 3d and 2d working  more..

sobin

Mobile: +91 9895490866
Location: cochin, Online (Winnipeg)
Qualification: btech

Experience: asp net angularjs javascript mysql pyhton jquery ajax css html python django frameworkApplication for Python Django  more..

Mohamed

Mobile: +91 8301010866
Location: Tamil Nadu, Online (Winnipeg)
Qualification: B.Sc Information technology

Experience: Flutter developer dart firebase GetX  more..

Pallavi

Mobile: +91 9895490866
Location: Maharashtra, Online (Winnipeg)
Qualification: B. Com

Experience: Adobe Photoshop Adobe illustrator basic knowledge in Coral drwa wireframe design Logo design Banner design print media design typography ect  more..

Akash

Mobile: +91 9446600368
Location: Pune, Online (Winnipeg)
Qualification: BTech

Experience: Java selenium SQL automation testing manual testing   more..

Ishika

Mobile: +91 91884 77559
Location: Noida, Online (Winnipeg)
Qualification: Bca 2nd year student

Experience: Python programming Data analytics  more..

Lakshmi

Mobile: +91 91884 77559
Location: Telangana, Online (Winnipeg)
Qualification: Bachelor's Degree

Experience: Python Django mysql react ja node js JavaScript and 2years experience  more..

shahrukh

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

Experience: manual testing automation testing SDLC Agile scrum java python my-sql jira selenium TestNG API(Postman ) |   more..

Rajiv

Mobile: +91 9446600368
Location: Bihar, Online (Winnipeg)
Qualification: MCA

Experience: Html CSS javascript bootstrap tailwind css react js next js django template python django django-ninja  more..

Prathyusha

Mobile: +91 9895490866
Location: Palakkad, Online (Winnipeg)
Qualification: BE-electronics and communication engineering

Experience: HTML5 css django PostgreSQL JavaScript bootstrap git Now iam completed python fullstack course Application for Python Django  more..

Meghana

Mobile: +91 8301010866
Location: Karnataka, Online (Winnipeg)
Qualification: engineering

Experience: languages: c python |   more..

Lalit

Mobile: +91 91884 77559
Location: Aligarh, Online (Winnipeg)
Qualification: B.Tech

Experience: Test cases writing manual testing SDLC STLC SRS documents knowledge and automation tools knowledgeApplication for Software Testing  more..

Shivani

Mobile: +91 8301010866
Location: Maharashtra, Online (Winnipeg)
Qualification: M.sc in mathematics

Experience: Patience and empathy Ability to create engaging learning materials Technological proficiency (using educational software and tools) Adaptability to diverse learning  more..

Bineesha

Mobile: +91 91884 77559
Location: Kerala, Online (Winnipeg)
Qualification: B.Tech Computer science engineering

Experience: Skills are html css django bootstrap python c cpp javascript jquery json ajax Jquery ui java(few)  more..

Manas

Mobile: +91 9446600368
Location: Una, Online (Winnipeg)
Qualification: B. Tech

Experience: I have done training in python django and have made some projects using these technologyApplication for Python Django  more..

Khushi

Mobile: +91 8301010866
Location: Uttar Pradesh, Online (Winnipeg)
Qualification: Polytechnic

Experience: Python java sal css html php  more..

Sanket

Mobile: +91 9446600368
Location: Pune, Online (Winnipeg)
Qualification: BE

Experience: I'm fresher and I have skills like python angular Javascript typescript bootstrap mysqlApplication for Python Django  more..

Jatin

Mobile: +91 91884 77559
Location: Uttarakhand, Online (Winnipeg)
Qualification: Graduation

Experience: I have no experience yet I am fresher I am skilled in python SQL power BI   more..

Srashti

Mobile: +91 89210 61945
Location: Uttarakhand, Online (Winnipeg)
Qualification: BCA (2021-2024)

Experience: I am familiar with the language like C C++ HTML CSS python javascript MySql |   more..

Gowri

Mobile: +91 9895490866
Location: Kerala, Online (Winnipeg)
Qualification: Bachelor in Architecture

Experience: I have an experience of years in the field of architecture and design wherein I have dealt with reasearch and  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 winnipeg
Internship/projects in winnipeg
Internship/projects in winnipeg
Internship/projects in winnipeg
Internship/projects in winnipeg
Internship/projects in winnipeg
Internship/projects in winnipeg
Internship/projects in winnipeg
Internship/projects in winnipeg
Internship/projects in winnipeg
Internship/projects in winnipeg
Internship/projects in winnipeg

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer