Python Bootcamp And Introduction To Artificial Intelligence

Python Bootcamp And Introduction To Artificial Intelligence
Published 8/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 6.78 GB | Duration: 5h 46m

Master Python Programming and Dive into the World of AI: A Beginner-Friendly Journey from Coding Basics to AI Concepts

What you'll learn

Gain a strong understanding of Python, including data types, operators, control structures, functions, and classes, enabling you to write efficient and organize

Apply Python concepts to solve real-world problems, automate tasks, and create projects, enhancing your logical and algorithmic thinking.

Learn foundational concepts of Artificial Intelligence and Machine Learning, including key topics like supervised and unsupervised learning.

Use Python libraries like TensorFlow, Keras, and scikit-learn to build, train, and evaluate basic AI models, gaining hands-on experience in AI and ML.

Requirements

No Prior Programming Experience Needed: This course is designed for absolute beginners, so no previous programming experience is required. We'll start from the basics and guide you through each step.

Basic Computer Skills: Familiarity with using a computer, including navigating files and installing software, will be helpful but not mandatory.

A Willingness to Learn: Bring your enthusiasm and curiosity! A proactive attitude towards learning will help you get the most out of the course.

Access to a Computer and Internet Connection: You'll need a computer (Windows, macOS, or Linux) with internet access to download and install Python, follow along with the lessons, and practice coding.

Description

Welcome to the Python Bootcamp and Introduction to Artificial Intelligence, your comprehensive guide to mastering Python programming and exploring the exciting world of Artificial Intelligence. This course is designed for beginners and those with little to no programming experience who want to build a strong foundation in Python and gain an introductory understanding of AI.Throughout this course, you will:Learn Python from Scratch: Start with the basics of Python programming, including variables, data types, control flow, functions, and modules. You'll build your coding skills step by step, working on real-world projects and examples.Explore Advanced Python Concepts: As you progress, you'll dive into more advanced topics such as object-oriented programming (OOP), file handling, and data manipulation. These skills will prepare you for more complex coding challenges.Introduction to AI and Machine Learning: Transition from Python programming to understanding the fundamentals of AI and Machine Learning. Learn key concepts like supervised and unsupervised learning, and discover how AI is applied in various industries.Hands-On Projects: Apply your knowledge through hands-on projects that reinforce your learning. By the end of the course, you'll have a portfolio of projects that demonstrate your skills in both Python and AI.Capstone Project: Complete a final capstone project where you'll integrate everything you've learned to solve a real-world problem using Python and AI techniques.Whether you're aiming to start a career in tech, add programming to your skillset, or simply explore the fascinating world of AI, this course is the perfect starting point. By the end, you'll be confident in your Python programming abilities and have a solid understanding of how AI works, setting you up for future success in the field.Enroll now and start your journey into Python programming and Artificial Intelligence!

Overview

Section 1: Introduction to Python Programming

Lecture 1 Module 1: Introduction to Python Programming

Section 2: Module 2: Control Flow in Python

Lecture 2 Control Flow in Python

Section 3: Module 3: Functions and Modules in Python

Lecture 3 Module 3: Functions and Modules in Python

Section 4: Module 4: Working with Files and Data

Lecture 4 Working with Files and Data

Section 5: Module 5: Introduction to Object-Oriented Programming (OOP) in Python

Lecture 5 Introduction to Object-Oriented Programming (OOP) in Python

Section 6: Module 6: Introduction to Artificial Intelligence and Machine Learning

Lecture 6 Introduction to Artificial Intelligence and Machine Learning

Section 7: Module 7: Data Preprocessing and Visualization

Lecture 7 Data Preprocessing and Visualization

Section 8: Module 8: Supervised Learning Techniques

Lecture 8 Supervised Learning Techniques

Section 9: Module 9: Unsupervised Learning Techniques

Lecture 9 Unsupervised Learning Techniques

Section 10: Module 10: Introduction to Neural Networks and Deep Learning

Lecture 10 Introduction to Neural Networks and Deep Learning

Section 11: Module 11: Final Capstone Project

Lecture 11 Final Capstone Project

Complete Beginners: If you've never programmed before and want to start with Python, this course is designed to guide you from the very basics to more advanced concepts.,Aspiring Programmers: Those interested in developing a strong foundation in Python programming as a stepping stone towards a career in software development, data science, or web development.,Students and Professionals: Whether you're a student exploring programming for the first time or a professional looking to add Python and AI skills to your toolkit, this course offers practical, hands-on experience.,AI and Machine Learning Enthusiasts: If you're curious about Artificial Intelligence and Machine Learning but don't know where to start, this course provides an accessible introduction to key concepts and tools.