SignUp to ChatGPT

When to get ChatGPT Plus

Tour of ChatGPT Interface

OpenAI Playground ExampleUse Cases

Quick Preview of Chat GPT 4

Course Outline

Quick Preview of Midjourney V5

Introduction to OpenAI's History

Transformer architecture behind GPT models

How to create an OpenAI account and generate your very own API key

All about GPT

Insertion

Question Answering

Information Extraction

Text Classification

Critical Reasoning

Summarisation

Basics of Prompting

Blogs, Social Media and Website Content

Programming, Midjourney, Ebook & Emails

Career Advancement, Podcast Writing, Student, Entrepreneur

Chrome Extensions of GPT to increase productivity

Context & Input Data

Output Style & Format

Identity

Objective

Task Decomposition

Large Language Models (ChatGPT) vs Search Engine (Google)

Intro to Bing AI

Compose with Bing AI

BING Interface Walkthrough

The anatomy of a prompt

Settings & Info Command and use of emoji

Account Setup and Subscription Plans

Upscaling Parameter Options,

Intro to text prompts

Colour and Theme & Style

Material, Medium, Emotions, Location

Lighting, artists, camera angle and camera types

Stop & Stylise

Aspect Ratio & Quality

Chaos, Seed & Tile

Text Weights

Blend & Remix Feature

Using Images as input prompt and Image weights

Introduction to the Section

How Gemini Differs from Other AIs

What is Google Gemini

Setting Up Your Google Gemini Account and Creating Your First Prompt

Image Generation and Upload Features

Unleashing More Prompts A Comparison with GPT

HuggingFace vs. HuggingChat What Sets Them Apart

Understanding Mistral Mixture Key Features and Benefits

Exploring LLaMA Features and Capabilities

POE The Platform for Optimal Efficiency

Unpacking Perplexity What It Is and How It Works

Understanding Diffusion Models A Deep Dive into the Future of AI

Quick image generation with DALL-E and Gemini

The SEED , Introduction to SeaArt

Understanding Stable Diffusion Key Concepts and Applications

Exploring DALL-E Features and Creative Possibilities

Understanding Aspect Ratios How They Affect Your Images and Designs

Comprehensive guide on Prompt Engineering

DALL-E 2 methods and what is Gen-ID

Why Perplexity AI is a Game-Changer and Why I'm Excited to Teach It

Unlocking the Pro Feature Advanced Tools and Benefits with Perplexity

Understanding the Perplexity AI User Interface

Leveraging the Attach Feature Enhancing Your Data with Perplexity

The Focus feature in Perplexity

Utilizing the Collections Feature Organize and Manage Your Data

The Playground feature in Perplexity AI

Utilizing the Library feature in Perplexity AI

Exploring the Settings Customizing Your Perplexity Experience

Exploring the Rewrite Feature and Other Tools in Perplexity

Exploring Perplexity's Pricing Plans What You Need to Know

Understanding Perplexity's Privacy Policy Key Points and Considerations

Academic Research Summarizing Papers with Perplexity AI

Leveraging Perplexity AI for Topic Research as a Content Creator

Business Analysis Doing General Company-Based Research with Perplexity AI

Product Analysis Understanding User Sentiment with Perplexity AI

Perplexity AI can be a game-changer for sales research

Mastering Math with Perplexity AI’s Focus Feature

Coding with Perplexity AI Enhancing Your Development Workflow

How to Make Money Using Perplexity AI

The Pricing of Leonardo AI Start for Free in Stable Diffusion!

The First Images with Leonardo AI and Stable Diffusion

Leonardo.AI How to get access and the Interface of the Stable Diffusion App

Using Negative Prompts with Stable Diffusion Techniques and Tips

Leonardo AI Image to Image

Understanding LoRa in Leonardo AI Features and Applications

Real Time Generations in Leonardo AI

Exploring the Canva Editor Features and How to Use Them

Exploring Real Time Canvas

Strategy for writing the book

Intro

Creating an outline

Writing Content for Ebook Chapter by Chapter

Training the model

Book Cover Image

Choosing a Niche

Publishing Options

Writing chapters continued

Decomposing Tasks and creating an action plan

Intro to Affiliate Marketing

Transactional vs Authoritative Blogs

Content Strategy

Ai detection and Google Stance on ranking AI generated content

Adding Images & Publishing Content

Content Calendar Continued & Writing Blogs

Intro to Website Content

Generating a website sitemap

Creating Content for various sections

About Us page

Midjourney for generating website images

Brainstorming and finalising an idea - TasteTrends

Legal & HR

Creative marketing ideas for TasteTrends

Lets write the code for TasteTrend MVP

Business, Operational, Strategy, Finance & Marketing Plans

Exploring DataTypes

Importing data into Python

Finding Min, Max and Average Price

Dealing with Empty cells in the dataset

Finding Specific values in the dataset

The Power of ChatGPT Code Interpreter

A faster way to code

Filtering based on multiple conditions

Intro to the San Fransisco Salaries dataset

Importing the dataset

Plotting income as a time series with Matplotlib and Seaborn

Converting Column Types & Descriptive Statistics

Eliminate uneccessary columns from dataset

Multiple Plots in One prompt ad Visualisations Techniques

Exploratory Data Analysis contd

ChatGPT Code Interpreter - Time Series of Top5 Job titles

ChatGT Code Interpreter SF Salaries

Extracting stock price data through Yahoo Finance Library

Analysing Tech stock returns

Creating a Correlation Heatmap

Coding a WordCount App

Adding Character Count and More Features

Intro to Hangman

Coding Hangman

Platforms to consider

Connecting Printify - Print on Demand Service

Etsy Setup, Add Products & Shop content using GPT4

Finding a niche

Creating a portfolio of Images with Midjourney

Recap

Intro to Project and Prompt Guide

Email basics and Sign Up email

Newsletter emails

Use cases

Training GPT 4 on Midjourney V5

Introduction

Career Development Prompts walkthrough

Resume Writing Frameworks and Tips

Updating Resume

Writing Cover Letters tailored to specific jobs

Interview Prep - Conduct a Mock Interview with GPT 4

Update Linkedin Profile based on career objectives

Recap

Linkedin Post calendar, Content & Photos

Instagram campaign - Global cuisines using GPT 4 and Midjourney V5

Video Script writing

Master Prompts for running Social Media Campaigns and Social Media Coach

Creating colouring book pages with GPT 4 & Midjourney V5

Market Research for colouring book on Etsy and Amazon

Creating a colouring book using Canva

Recap

What is Python A Beginner's Guide with ChatGPT

Getting Started with Google Colab A Sample Project to Inspire Your Journey

Understanding Modules and pip in Python

Understanding Comments, Escape Sequences, and the Print Statement in Python

Understanding Operators in Python and a Coding Exericse

Master Typecasting in Python Convert Like a Pro!

Interactive Python How to Take and Use User Input Effectively

How to Manage, Process, and Analyze Your Data

Understanding and Using Strings in Python

A Comprehensive Guide to Python String Methods

String Slicing and Operations in Python

Mastering Conditional Logic If-Else Statements in Python

Unlocking Python’s Pattern Matching A Guide to Match Case Statements

From Zero to Loop Hero Understanding For Loops in Python

Fine-Tuning Your Loops Advanced Techniques with Break and Continue

Everything You Need To Know About While-Loops

Python Functions Demystified Building Blocks of Efficient Code

Combining Text and Calculations in Python

Building LLM Prompts with Variables

Completing a task List in python

Local VS Global Variables

Prioritizing Tasks with Dictionaries and AI

Tuples in Python for Better Data Management

Sets and Set Methods in Python

From Simple to Complex Mastering Data Comparison Techniques in Python

How to Enhance AI Decision-Making Capabilities

Everything You Need To Know about Recursion

Exception Handling in python

Unlock Python's Secret Weapon The Power of enumerate()

Supercharge Your Python Projects Mastering Virtual Environments

How import Works in Python A Deep Dive into Module Magic

Harness the Power of Python’s os Module

Why if name == main is Crucial for Your Python Scripts

Lambda Functions in Python Quick, Flexible, and Essential

Transform Your Text Files Python Techniques for Editing and Updating

Merging Files with ChatGPT

Working with Files in Python

Streamlining Excel Processing

Understanding and Using Constructors in Python

Introduction to OOP

Python Classes and Objects Your Gateway to Object-Oriented Programming

Decorators in Python Elevate Your Code with These Essential Tools

Implementing Getters and Setters in Python

Understanding Python Inheritance for Better Code

From Public to Private Understanding Access Modifiers in Python

The Power of Static Methods in Python

Class methods as Alternative Constructors

Implementing Operator Overloading in Python

Hybrid and Hierarchical Inheritance

Multiple and Multilevel Inheritance

Single Inheritance Essential Concepts and Techniques

Map, Filter and Reduce

Efficient Time Handling in Python Harness the Full Potential of the time Module

HTTP Requests with Python’s requests Module

Generators in Python for Better Code

Python Function Caching Explained

Multithreading and Multiprocessing in Python for High-Performance Applications

Essential Guide to Regular Expressions in Python Simplify Text Operations

Generate Histograms and Descriptive statistics with ChatGPT

Aggregate and Plot Timeseries Data with ChatGPT

Build Interactive Data Dashboards

Exploratory Data Analysis (EDA) and Visualization

Creating and Running a Temperature Converter App on Thonny

Glossary of GUI Widgets

Building an Excel File Viewer Desktop GUI App with PyQt and Python

Our first request to the OpenAI Completion API

Tokens

Understanding OpenAI Models

Understanding Token Limits and Controlling Maximum Tokens in API Requests

The Stop Parameter in OpenAI API

Parameters n and Echo

Understanding Temperature

TOP-P

Frequency Penalty

Presence Penalty

Streaming Responses

Introducing Chat API & GPT-4

Important Pricing Note

Chat Request

Writing a Completion Prompt In Chat Format

Chat API & its Message Format

Understanding Key Differences with Completion API

Asking GPT-4 To Explain Code

Calculating TimeComplexity WithGPT-4

Fixing Code Bugs With GPT-4

Counting Tokens With TikToken

Introduction to Embeddings (Cont)

Introduction to Embeddings

Generating Embeddings Using OpenAI APIs

Understanding and Visualizing Embedding Spaces

Building a Semantic Search Engine With Embeddings-Cont

Comparing Text Using Cosine Similarity

Building a Semantic Search Engine with Embeddings

Clustering Text Data Using Embeddings

Clustering Text Data Using Embeddings-Cont

Advanced Embedding Techniques and Best Practices

Applications of Embeddings in Recommendation Systems-cont

Applications of Embeddings in Recommendation Systems

Welcome and Course Overview

What is LangChain

Why Use LangChain

Understanding Chains

Introduction to Prompt Templates

Agents and Tools

Memory in LangChain

Components of LangChain

Building Blocks of LangChain

LangChain with external tools and LangChain for mutli-step tasks

Interfacing with Large Language Models (LLMs)

Ethics in LangChain and Best Practice