Once you complete the course, you are ensured that you will get the right job. Along with the course-related knowledge, our experienced trainers at the platform also offer job-related training that prepares you to clear the IBM Certified Data Science Professional exam , Microsoft Professional Program in Data Science in a first attempt. There is already a huge demand for data science with python in leading industries such as trade analytics, banking, retail, manufacturing and cybersecurity. If candidates believe on the sources, upon the completion the average received by the Data science with python expert is 120000 dollars. So, unlock new opportunities with Data science and python training course in Toronto at ProICT Training.
Learning Data Science with python is an all in one course which offers all the intensive knowledge about technology along with placement-oriented training. It does not matter whether you have worked on this technology or not, with this course you will get to know all about data science in no time. Being a perfect combination of theoretical as well as practical, it ensures that every candidate gets to know about Data Science with Python. During this data science with a python training course, you will get to learn an immense number of skills including data visualization, web scraping, python programming concepts, data exploration, and many others.
What Does One Learn in Data Science with Python Certification Training in Toronto?
Before you enroll yourself for this great course, it is necessary to know about the topics that will be covered in it so that you can ensure that this is the right path for you. Here are some of the topics that you will learn.
- Ndarray Manipulation
- Statistical Functions
- Basics of Pandas
- Tour of Python 2 Environment on Raspberry Pi
- Array Creation Routines
- Bitwise Operations
- Basics and Installation of Jupyter
- MySQL and Python 3
- Time Series in Pandas
- Data Acquisition with Pandas
- Random Array Generation
There are many other major to minor topics that are covered in this course.
Who Can Surely Opt for Data Science with Python Certification Training in Toronto?
Getting online classes for Data Science with Python training is beneficial for all the below-mentioned professionals.
- AI Learning Professionals
- Python Developers
- Business Professionals
- Data Science Engineers
- Data Scientists
What are the Prerequisites for Data Science with Python Certification Training in Toronto?
There is no such certification or prerequisite necessary to get this online certification. However, prior knowledge of computer programming languages is a plus point. In addition to that, practice on data analysis fundamentals on tools like SAS is an added advantage as well.
Why Data Science with Python Certification Training in Toronto is so Desirable for You?
Python is the most popular coding language in the present time and learning this language surely gives a boost to the career. Computers are used everywhere are attaining knowledge in computer language means that you will have a vast variety of companies where you can work on your will.
What you'll learn from this course?
- Introduction of python
- Data types in python
- Loops and expression in python
- Load and export files in python
- user-defined function in python
- Exception handling in python
- Working pandas in python
- Data science
- Ensemble method Techniques
Upcoming Batches for Data Science with Python Course
Our Data Science with Python Online Course gives students the opportunity to take classes on your flexible timings. Choose from a number of batches as per your convenience. If you got something urgent to do, reschedule your batch for a later time. The classes can be attended to at any place and at any time as per your choice.
Data Science with Python Course Syllabus
Session 1: Introduction of python
- Why do we need Python?
- Program structure
- Interactive Shell
- Executable or script files
- User Interface or IDE
Session 2: Datatypes in python
Memory management and Garbage collections
- Object creation and deletion
- Object properties
Data Types and Operations
- Other Core Types
Session 3: Loops and expression in python
Statements and Syntax
- Assignments, Expressions and prints
- If tests and Syntax Rules
- While and For Loops
- Iterations and Comprehensions
Session 4: Load and export files in python
- Opening a file
- Using Files
- Find and replace
Session 5: user defined function in python
- Function definition and call
- Function Scope
- Function Objects
- Anonymous Functions
Session 6: Exception handling in python
- Default Exception Handler
- Catching Exceptions
- Raise an exception
- User defined exception
Session 7: Working pandas in python
- Python Pandas – Introduction
- Introduction to Data Structures
- Python Pandas – Series
- Python Pandas – Data Frame
- Python Pandas – Basic Functionality
- Python Pandas – Descriptive Statistics
- Python Pandas – Indexing and Selecting Data
- Python Pandas – Function Application
- Python Pandas – Reindexing
- Python Pandas – Iteration
- Python Pandas – Sorting
- Python Pandas – Working with Text Data
- Python Pandas – Options and Customization
- Python Pandas – Missing Data
- Python Pandas – GroupBy
- Python Pandas – Merging/Joining
- Python Pandas – Concatenation
- Python Pandas – IO Tools
- Python Pandas – Comparison with SQL
- Python Pandas – Dates Conversion
Session 8: Data science
Data Science and AI
All the topics in data science will covered with following concept:
- Mathematics beside of each model
- Which scenario we want to use particular algorithm
- How to apply it in tool
- Inferential thing of each model
- Difference between each model
- Introduction to Machine Learning & Predictive Modelling
- Major Classes of Learning Algorithms -Supervised vs Unsupervised Learning
- Standard Deviation
- Concept of hypothesis testing
- T test
- Chi square
- Drop highly correlated features
Supervised Learning – Classification
- Support vector machines classifier
- Naïve Bayes
- Nearest Neighbour
- Logistic Classification
- Decision tree Classifier
- Random forest classifier
Supervised learning -Regression
- Linear Regression
- Multiple Regression
- Polynomial Regression
- Exponential Regression
- Decision tree Regression
- Random forest Regression
- Feature selection using regression
Unsupervised Learning -Clustering
- K means clustering
- Hierarchical clustering
Ensemble method Techniques
Are you Looking for Customized Syllabus
We are also providing customized syllabus to the students according to their needs and projects requirements for the consRequest a Call
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Counselling by Experts
If you are in dilemma to choose a course, we are having experts in counselling team to help you with perfect projection of your career.
Own Course Materials
We have every course material to understand which is prepared by our trainers and we will share with you after session completes.
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Data Science with Python Exam and Certification
GangBoard Certification is Accredited by all major Global Companies around the world. We provide after completion of the theoretical and practical sessions to fresher’s as well as corporate trainees.
Our certification at GangBoard is accredited worldwide. It increases the value of your resume and you can attain leading job posts with the help of this certification in leading MNC’s of the world. The certification is only provided after successful completion of our training and practical based projects.
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Course Completion Rate
At the End of our Data Science with Python Online Course, you will be assigned to work real-time projects. Once you completed the project with expected results we will verify and issue a globally recognized Data Science with Python Course Completion Certificate from GangBoard.
Data Science with Python Training Reviews
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GangBoard is the perfect platform to learn online courses with live classes along with exceptionally great trainers. I have completed Data Science with Python Training in Toronto. The trainers share a true passion for teaching along with technical knowledge, which gets the students more deeply involved. Thanks to GangBoard.
I have enrolled in Data Science with Python Training in Toronto with GangBoard. All the courses are well structured with live classes and assessments. The trainers are real-world experts. The overall experience has been really good from my side. Thanks to my trainer and GangBoard.
It is my first experience with GangBoard, i enrolled for Data Science with Python Training in Toronto and it is fantastic. The course content is excellent and unique. Faculties are very experienced and skillful. I really appreciate the efforts of the GangBoard team.
The Data Science with Python Training in Toronto was handled very well by the GangBoard instructor. The trainers are well trained, easily connect well with the students, and are good at resolving your questions. It is an amazing experience for me to take this online training. Thanks a lot to GangBoard.
I got a good experience by taken Data Science with Python Training in Toronto from GangBoard. My trainer Ankit sir’s teaching is good and he gave us good practical knowledge, Thanks Ankit and GangBoard team.