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Data Science with Python 1 year without exam
Data Science with Python 1 year without exam online course in English provided by iLEARN Innovative Learning
Python is a general-purpose programming language that is growing in popularity. Businesses worldwide use Python to harvest insights from data to gain an edge over their competitors. Unlike any other Python course, this one focuses on Python specifically for data science. You’ll learn how to store and manipulate data as well as useful tools to start your own analysis.
The Python for Data Science course covers the fundamental concepts of programming with Python and explains data analytics, machine learning, data visualisation, web scraping and natural language processing. You’ll gain a comprehensive understanding of the packages and libraries required to perform data analysis.
The Data Science with Python course is provided by ILX Group
ACCESS DURATION
- 1 year of access to the platform
DATA SCIENCE WITH PYTHON ONLINE COURSE DETAILS
- 12 months online access to the course
- This course is expected to take approximately 12 hours to complete
- Course completion certificate included
Typology
Online course without examLocation
OnlineIndividual price
Access duration of the course
1 yearLanguage
EnglishObjectives
By the end of the course, you’ll learn and understand:
- Data science processes, hypothesis building and testing
- Techniques including data wrangling, exploration, and visualization
- How to install the required Python environment
- Essential concepts of Python programming
- How to perform high-level mathematical computing using NumPy
- How to perform scientific and technical computing using SciPy
- Data analysis execution and manipulation using Pandas
- Supervised and unsupervised learning models
- How to extract useful data from websites using web scrapping
- How you can integrate Python with Hadoop, Spark and MapReduce
Who it is aimed at
Software professionals, IT professionals or graduates looking to start a career in analytics; analytics professionals interested in working with Python; experienced professionals looking to apply data science in their field.
Contents
Discover how Python powers data science by mastering data storage, manipulation, and visualisation techniques. Dive into data wrangling with powerful libraries, explore statistical and predictive modelling, and implement machine learning algorithms to tackle real-world challenges with confidence.
- Python programming concepts - Mastering Python programming concepts provides numerous benefits. Understanding data types, tuples, lists, and dictionaries allows you to organise and process information efficiently, making it easier to manage complex data. Basic operators enable you to perform calculations and implement logic seamlessly. While functions help you write cleaner, reusable code, saving time and reducing errors. These skills are essential for solving real-world problems and advancing in fields like data science, software development, and automation.
- Supervised and unsupervised learning models - Explore Python’s supervised and unsupervised learning models, including linear and logistic regression for predictions and analysis, clustering for grouping data, and dimensionality reduction for simplifying datasets. You’ll also learn about techniques like K-NN and pipeline streamline processes, helping you tackle complex data tasks with ease. These models are key to unlocking insights and driving smarter decisions.
- Integrating Python with other tools - Learn how to integrate Python with powerful tools like Hadoop, Spark, and MapReduce to handle big data efficiently. This course shows you how to combine Python’s flexibility with these platforms to process, analyse, and manage massive datasets, making it easier to drive insights and solutions in data-intensive environments.
Prerequisites
There are no prerequisites for Data Science with Python course.
Teacher language
Certificate type
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With the purchase of e-learning packages with 30 days and 1 year of duration, exam doesn’t have to be necessarily taken within the closing date of the account on the e-learning platform. The validity of the exam voucher code is 12 months starting from the issue date.
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30 days or 1 year are to be considered as the period, so the days, during which it is possible to access the purchased training courses on our e-learning platform. These periods start on the activation date selected during the purchase process on our webiste. The activation date can be chosen and selected within 30 days from the purchase date. If you need more flexibility, do not hesitate to contact us.
Exam voucher code is usually issued at the activation of the e-learning course, anyway it can also be issued at the end of the e-learning course of sent after 24/48 hours from the order date. In case of purchase for exam only, exam voucher code is issued at purchase confirmation, always after the receipt of payment.