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Data science course in Canada

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Data Science Course Canada - Course Overview

Data Science is a collection of statistical, data analysis, and machine learning approaches for extracting and analyzing large amo.....unts of structured and unstructured data. A Data Scientist is a researcher tasked with preparing large volumes of big data for analysis, using complex quantitative algorithms to organize and synthesize the data, and presenting the findings to senior management through engaging visualizations. A Data Scientist improves business decision-making by speeding up the process and giving it more direction. In today's data-driven world, a data science course in Canada can help you prepare for the growing demand for Data Science skills and technologies across all industries. In the subject of data science, there are numerous job opportunities, and this curriculum is one of the most comprehensive in the business today. This training in Canada is tailored to both data experts and beginners interested in pursuing a career in this fast-growing field. This course will provide students with the necessary logical and applicable programming skills to create database models. They will be able to solve issues and effectively convey solutions using elementary machine learning methods such as K-Means Clustering, Decision Trees, and Random Forest.. Enroll now to get the most out of your Data Science certification course in Canada Read more

Who Should Attend

  • AI & ML aspirants
  • Software developers
  • Data scientists
  • Data analysts
  • IT Professionals
  • Software engineers

Prerequisites

To apply for the Data science course in Canada, you need to either:

  • You need to have a good foundation in mathematical concepts like linear algebra, calculus, probability and statistics
  • You need to know at least one programming language like Python or R. You need to have a good understanding of OOPs concepts, algorithms, and data structures.
  • You need to have some basic data analysis and data visualisation skills.

Data science course in Canada Objectives

The following list of things can be learned or explored during the data science course in Canada. They are:

  • Collaborate with a variety of data production sources.
  • Create a Customer Sentiment Analysis using Text Mining.
  • Use various tools and strategies to analyze organized and unstructured data.
  • Learn the difference between descriptive and predictive analytics.
  • For business decisions, use data-driven, machine learning methodologies.
  • Create models that can be used on a daily basis.
  • To make proactive business decisions, use forecasting.
  • To make data easier to grasp, use Data Concepts.

The Data Science training Certification offered in Canada was designed for professionals with and without work experience in any of the profiles below: 

  • IT Professionals
  • Analytics Managers
  • Business Analysts
  • Banking and Finance Professionals
  • Marketing Managers
  • Supply Chain Network Managers
  • Beginners or Recent Graduates in Bachelors or Master’s Degree

Any learner who wants to get the most out of HKR trainings Data Scientist Course in Canada should have the following skills:

  • A fundamental understanding of statistics and related principles is required.
  • At least one of the top/relevant programming languages is required.

Data Science Course Canada - Course Content

We at HKR trainings provides an optimized Data Science course structure that helps the individual to gain the concepts easily. Now let's explore each module one after the other.

In this module, you are going to learn about the various Data Science concepts, as follows:

  • Introduction to Data Science, Importance of data science, applications, lifecycle, and components.
  • Big data Hadoop, machine learning and deep learning
  • Introduction to R programming and R studio.

  • Introduction to data exploration
  • Importing and exporting data to and from external sources
  • Data exploratory analysis
  • Data Frames, factors, loops, operators, conditional and looping statements, user-defined functions and data types, etc.

  • Introduction to data manipulation
  • Introduction to dplyr package
  • Briefing about functions and combining different features with the pipe operator
  • Implementing SQL operations with sqldf.

  • Introduction to data visualization
  • Explaining different graphs functions and it's implementations
  • Multivariate analysis with geom_boxplot
  • Univariate analysis with a barplot
  • Creation of barplots
  • Visualization with Plotly
  • Working with themes and coordinates to present graphs more visually and clearly.
  • Geographic visualization with ggmap() and building applications with shinyR.

  • Need for statistics
  • Categories of statistics
  • Correlation and covariance, standardization, normalization, normal distribution, chi-square testing, ANOVA, and binary distribution.
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Data Science Course London Options

Live Online Training

  • Interactive sessions
  • Learn by doing
  • Instant doubt resolution
  • Expert's guidance
  • Industry-ready skills

Batch

Start Date

Time

Fast Track

6-Oct - 26-Oct

09:30 AM IST

Weekday

10-Oct - 9-Nov

11:30 AM IST

Weekend

14-Oct - 13-Nov

01:30 PM IST

Ends in h : m : s

Pay installments with no cost EMI

1:1 Live Online Training

  • Exclusive training
  • Flexible timing
  • Personalized curriculum
  • Hands-on sessions
  • Simplified Learning
Exclusive learning from industry experts

Self-Paced E-Learning

  • Skillup easily
  • Learn in no hurry
  • Less expensive
  • Unlimited access
  • Convenient
Hone your skills from anywhere at anytime
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Corporate Training

Training for Employees

HKR will help you learn anytime, anywhere with easily accessible online training. Experience immersive learning and equip your teams with the skills of tomorrow.

We deliver the right skills to the aspirant from day one that meets today's business requirements. It also helps to increase the productivity of the employee. So, joining HKR Trainings means becoming extremely productive to achieve goals in real-time.

Go to Corporate Training

Hire Train Deploy

We at HKR Trainings provide the best IT Training skills on different technologies to the aspirants that meet the existing industry standards. Our training courses are up to date and make the aspirants job-ready with real-time working knowledge.

We deliver the right skills to the aspirant from day one that meets today's business requirements. It also helps to increase the productivity of the employee. So, joining HKR Trainings means becoming extremely productive to achieve goals in real-time.

Go to Hire Train Deploy

Frequently Asked Questions

Corporate training is a way of upskilling the employees with new technologies and skills that helps the employees to perform well on the job and improve the project's productivity through which the organization can benefit.

Corporate training can help the employees to be updated with the new technologies. Attending Corporate training will also help the employees to learn new skills that make them work effectively. It also increases team functionality, improves employee engagement and productivity in the project, etc.

We provide corporate training on all the courses. We even provide customized curriculum for corporate training as per the organization's requirements.

Following are some of the benefits of Corporate training:
  • It improves the skills of the employees
  • It helps the employees to work effectively and grow within the organization
  • It also increases the organization's brand
  • It also offers direct & indirect financial benefits through tax savings, etc

Our Corporate trainers possess good research, adaptive, and communication skills. They also have a passion for continuous learning. So they can offer you the best Corporate training.

In its Corporate training, HKR Trainings offers the flexibility to customize the curriculum for the Corporate training as per your organizational needs, ensuring that the training is interactive and engaging. Moreover we are ready to provide Live online or in-person training at your organization that can help the employee to work effectively and efficiently.

Data science project

HKR Website Reviews

Mounika Reddy
Mounika Reddy

Technology Analyst

  • 5

I wanted to upskill myself and enrolled at HKR Trainings for Snowflake training. The trainer kumar for the Snowflake course was very friendly and delivered the sessions in an interesting and innovative approach. Moreover the course was up to date with the current market needs. I felt this course was very helpful for moving ahead in my career.

Nagarani
Nagarani

PA at Cognizant

  • 5

I took Mulesoft Training from HKR Trainings where I learned the concepts practically. The trainer was highly qualified, had good teaching experience, and explained each concept with real-time examples. Also, the project work helped me get hands-on experience with the Mule concepts.

Srijan
Srijan

Presales Consultant - Cyber Security @ Tech First Gulf

  • 5

It was a great learning experience with HKR Trainings, getting an online OKTA Course. The way of teaching was very professional, and the trainer clearly explained everything without lagging. He resolved all the queries in real time and helped with hands-on practicals. I wish the team HKR and the trainer the best in all their future endeavours.

Data science course in Canada FAQ's

Yes, You need to have some coding skills. However you don't need to be perfect or an expert in coding to learn Data Science.

Any individual from Science, Engineering, technology or mathematics background is eligible for taking up this data Science Course.

If you are an individual having knowledge on core elements of data science like computer science, mathematics and statistics, you don’t feel any difficulty in learning Data Science. 

Data Scientists need a programming language to interact with the computer. There are a number of programming languages that are used by data scientists for various purposes. They are Python, SQL, R, Java, JavaScript, C/C++, Scala, etc.

Data related job roles like data scientists, data analytics, data managers, big data engineers and managers have a huge scope in the current market and will continue its demand even in the future.

...

HKR Trainings is one of the fastest growing online IT Training platforms with good achievements. We provide industry-oriented training skills to students and corporate employees to make them highly skilled and ready to work from day one. Also, we support the learners so they can acquire skills of good quality. Our trainers are also well experienced with many years of real-time industry exposure.

Training the candidates includes a lot of time, effort and money. Even then sometimes the candidates may not reach the expectations of the company. Using this Hire Train Deploy program offered by HKR Trainings, Corporate companies can save a lot of time and money and can get the resources with all the skills they need, to work on the project right from the first day.

At HKR Trainings, we Conduct “Hire, Train and deploy” programs on various trending technologies. However we are experts in Digital Marketing, Python, Data Science, Full stack Java and Full stack Web development

Before we train the candidate we gather your requirements, identify the skills gap of the candidates and start our training to the candidates. We ensure that we train the candidate as per your requirements. We even test them and analyze their skills if they meet your requirements and will be able to work right from day one or not before we deploy them. So there is no question of not being satisfied.

We train the candidates as per your requirements. You are welcome, if you would like the candidate to acquire additional skills during our training process. We are even ready to serve you better by providing the candidate with additional specialized skills even in the future after the deployment.
...

HKR Trainings is one of the fastest growing online IT Training platforms with good achievements. We provide industry-oriented training skills to students and corporate employees to make them highly skilled and ready to work from day one. Also, we support the learners so they can acquire skills of good quality. Our trainers are also well experienced with many years of real-time industry exposure.

Training the candidates includes a lot of time, effort and money. Even then sometimes the candidates may not reach the expectations of the company. Using this Hire Train Deploy program offered by HKR Trainings, Corporate companies can save a lot of time and money and can get the resources with all the skills they need, to work on the project right from the first day.

At HKR Trainings, we Conduct “Hire, Train and deploy” programs on various trending technologies. However we are experts in Digital Marketing, Python, Data Science, Full stack Java and Full stack Web development

Before we train the candidate we gather your requirements, identify the skills gap of the candidates and start our training to the candidates. We ensure that we train the candidate as per your requirements. We even test them and analyze their skills if they meet your requirements and will be able to work right from day one or not before we deploy them. So there is no question of not being satisfied.

We train the candidates as per your requirements. You are welcome, if you would like the candidate to acquire additional skills during our training process. We are even ready to serve you better by providing the candidate with additional specialized skills even in the future after the deployment.
...

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