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Full Stack Python: Complete Guide to Programming, Data Analysis, and Machine Learning
Imperial Academy

Flash Sale | 25-in-1 Advanced Bundle | 250 CPD Points | Free PDF & Hardcopy Certificate | 24/7 Tutor Support

Summary

Price
£259 inc VAT
Or £43.17/mo. for 6 months...
Study method
Online
Duration
150 hours · Self-paced
Access to content
Lifetime access
Qualification
No formal qualification
CPD
250 CPD hours / points
CPD What's this?
Assessment details
  • Multiple Choice Questions (MCQ)/Assignment (included in price)
Additional info
  • Tutor is available to students

Overview

24-Hour Flash SALE! Don’t miss your chance to save on this Full Stack Python course – offer ends soon!

Join the ranks of Python experts before it's too late! Secure your spot in the 'Full Stack Python' course bundle now, and don't miss out on the chance to transform your career with the most in-demand programming skills. Limited enrollments – act fast to claim your place in the tech industry's future

Foundational Python Programming

  1. Python Basic Programming for Absolute Beginners: Introduction to Python syntax and programming fundamentals.
  2. Python Intermediate: Building on the basics with more complex programming concepts.
  3. Code with Python: Learn Classes, Methods and OOP: Diving into object-oriented programming in Python.
  4. Computer Science With Python: Exploring computer science principles using Python.
  5. Automation of Processes: Learning how to automate repetitive tasks with Python scripts.

Database Management and Web Development

  1. SQL Database Basics for Everyone: Introduction to SQL databases and basic data manipulation.
  2. Python Programming from Scratch with My SQL Database: Integrating Python programming with MySQL for database management.
  3. Building Web Applications with Django and PostgreSQL: Developing web applications using Django framework and PostgreSQL.
  4. Web Scraping and Mapping Dam Levels in Python and Leaflet: Techniques for web scraping and visualizing data on maps using Python and Leaflet.

Data Science and Machine Learning

  1. Python Data Science with Numpy, Pandas and Matplotlib: Getting started with data analysis and visualization in Python.
  2. Quick Data Science Approach from Scratch: Fast-track approach to data science concepts and applications.
  3. SQL for Data Science, Data Analytics and Data Visualization: Advanced SQL techniques for data science applications.
  4. Big Data Analytics with PySpark Power BI and MongoDB: Handling big data using PySpark, Power BI, and MongoDB.
  5. Machine Learning Basics: Introduction to machine learning concepts and algorithms.
  6. Machine Learning with Python: Applying Python to develop machine learning models.
  7. Deep Learning & Neural Networks Python — Keras: Exploring deep learning frameworks and neural networks using Keras.
  8. Deep Learning Projects — Convolutional Neural Network: Hands-on projects focusing on CNNs for image recognition.
  9. Project on Deep Learning — Artificial Neural Network: Implementing ANNs in Python for various applications.

Specialized Python Applications

  1. Spatial Data Visualisation and Machine Learning in Python: Combining machine learning with spatial data visualization.
  2. Machine Learning for Predictive Maps in Python and Leaflet: Creating predictive maps using machine learning techniques.
  3. Python for Spatial Analysis in ArcGIS: Applying Python in geographic information systems (GIS) for spatial analysis.
  4. Blockchain & Cryptocurrency: Introduction to blockchain technology and cryptocurrency concepts using Python.
  5. Cyber Security Advanced Training: Understanding cybersecurity principles and practices with Python.

Real-World Python Projects

  1. Making Automated Trading Bot Using Python: Developing an automated trading bot with Python.
  2. Create Smart Maps in Python and Leaflet: Advanced project for creating interactive maps with Python and Leaflet.

Assessment details

Multiple Choice Questions (MCQ)/Assignment

Included in course price

CPD

250 CPD hours / points
Accredited by CPD Quality Standards

Course media

Description

Dive into the dynamic world of Python with the "Full Stack Python: Complete Guide to Programming, Data Analysis, and Machine Learning" course bundle. This extensive collection of 25 CPD-accredited courses is meticulously designed to take you on a transformative journey through the realms of programming, data wrangling, and artificial intelligence. Whether your goal is to develop cutting-edge web applications, unlock the secrets hidden in data, or pioneer the next AI breakthrough, this bundle lays the groundwork for your success. Tailored for both beginners and seasoned coders, these courses sharpen your technical skills and arm you with a portfolio of CPD certificates, showcasing your dedication and expertise in Python. Propel your career to new heights and become an indispensable asset in the tech world with this comprehensive Python mastery bundle.

Who is this course for?

  • Aspiring programmers seeking to master Python from the ground up.
  • Data analysts aim to enhance their skills with Python’s powerful libraries.
  • Web developers are looking to expand their backend development skills.
  • Professionals in any field are looking to leverage data analysis and machine learning.
  • Students and recent graduates aim to boost their employability in the tech sector.

Career path

  • Python Developer: £25,000 — £70,000
  • Data Analyst: £24,000 — £60,000
  • Machine Learning Engineer: £30,000 — £80,000
  • Full Stack Developer: £30,000 — £75,000
  • Data Scientist: £35,000 — £80,000
  • Web Developer: £25,000 — £55,000
  • Database Administrator: £30,000 — £70,000

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Legal information

This course is advertised on Reed.co.uk by the Course Provider, whose terms and conditions apply. Purchases are made directly from the Course Provider, and as such, content and materials are supplied by the Course Provider directly. Reed is acting as agent and not reseller in relation to this course. Reed's only responsibility is to facilitate your payment for the course. It is your responsibility to review and agree to the Course Provider's terms and conditions and satisfy yourself as to the suitability of the course you intend to purchase. Reed will not have any responsibility for the content of the course and/or associated materials.

FAQs

Study method describes the format in which the course will be delivered. At Reed Courses, courses are delivered in a number of ways, including online courses, where the course content can be accessed online remotely, and classroom courses, where courses are delivered in person at a classroom venue.

CPD stands for Continuing Professional Development. If you work in certain professions or for certain companies, your employer may require you to complete a number of CPD hours or points, per year. You can find a range of CPD courses on Reed Courses, many of which can be completed online.

A regulated qualification is delivered by a learning institution which is regulated by a government body. In England, the government body which regulates courses is Ofqual. Ofqual regulated qualifications sit on the Regulated Qualifications Framework (RQF), which can help students understand how different qualifications in different fields compare to each other. The framework also helps students to understand what qualifications they need to progress towards a higher learning goal, such as a university degree or equivalent higher education award.

An endorsed course is a skills based course which has been checked over and approved by an independent awarding body. Endorsed courses are not regulated so do not result in a qualification - however, the student can usually purchase a certificate showing the awarding body's logo if they wish. Certain awarding bodies - such as Quality Licence Scheme and TQUK - have developed endorsement schemes as a way to help students select the best skills based courses for them.
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