QuantInsti – Technical Indicators Strategies in Python

Description

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QuantInsti – Technical Indicators Strategies in Python

Trading in securities is a game of accurate forecasting. Technical analysis includes the study of price and volume data to forecast future prices. In this course, you will learn how to use technical indicators to generate trading signals, and identify trends in an asset’s price. You will implement indicators-based strategies, live trade them, and analyse their performance. Towards the end of this course, you can apply the learnings of this course by solving a real-world problem.

LEVEL
Beginner

AUTHOR
QuantInsti®

LIVE TRADING

• Explain the variations of moving averages and create a strategy using multiple moving averages.
• Create a multi-indicator strategy & a multi-timeframe strategy and live trade the strategy.
• Describe the role of indicators such as ROC and RSI and use them to create a trading strategy.
• Explain volume indicators such as OBV, Chaikin A/D and Chaikin Oscillator and use them to create a trading strategy.
• Evaluate the performance of your strategy and manage the risk associated with it by using ATR-based stop-loss and take-profit.
• Explain the role of market breadth analysis and use it in a trading strategy using Mclellan and TRIN indicators.
• Create a customised filter for stocks meeting your requirement and create a dashboard to display technical indicator values on your preferred stock.

LEARNING TRACK 2
This course is a part of the Learning Track: Technical Analysis Using Quantitative Methods

BEGINNER

• Candlestick Patterns based Automated Trading
• Swing Trading Strategies
• Technical Indicators Strategies in Python

INTERMEDIATE

• Price Action Trading Strategies Using Python
• Python For Trading!
• Quantitative Trading Strategies and Models
• Short Selling in Trading

SYLLABUS

Introduction
While it is easy to place buy and sell orders, not everyone follows a systematic approach to trading. In this section, you will understand what is the systematic approach to trading and how technical indicators will help you to trade in a better manner. You will also get acquainted with the Quantra ecosystem and how you get to learn as well as implement these concepts in real life as well.

• Introduction to the Course
• Course Structure
• Quantra Features and Guidance

Principles of Technical Analysis

Technical analysis consists of incorporating elements of a price chart and trying to estimate the future direction of an asset, or the market. In this section, you will understand the basics of technical analysis. Further, no method of analysis is perfect and technical analysis is no different. You will also understand when technical analysis can fail and how to overcome it.

• Principle of Technical Analysis
• Elements of Price Charts
• Application of Elements of Price Charts in Trading
• Definition of Technical Indicators
• Predicting Direction of an Asset
• Prediction of Asset Price Direction Using Technical Analysis
• Why Technical Analysis Gets a Bad Reputation?
• Failure of Technical Analysis
• Individual Bias and Success of Trading Strategy
• Factors to Avoid
• Perfect Indicator for Technical Analysis
• Additional Reading

Trend is your Friend

While trading in a trending market, you need to ace the entry and exit points. If you enter a long trade at the beginning of an uptrend, you’d probably make a lot of money. But if you enter this trend at the brink of a reversal, you might face extreme losses. In this section, you will learn which category of technical indicators falls under ‘trend’ indicators. You will also learn how you can use the current direction of a trend in your favour.

• Trend is your Friend
• Predicting a Trend
• Forecast the Trend
• Prices Trading Upwards
• Trend Indicators
• Application of Trend Indicators

Moving Average

Moving averages are the most popular and widely used trend indicators. In this section, you will learn how to use the Simple Moving Average to identify price trends. You will also learn about the SMA and price crossover strategy. Towards the end of this section, we will implement this strategy using Python.

• Simple Moving Average
• Rolling Average
• Weights for SMA
• Rolling Window of a Moving Average
• Calculation of SMA
• Assigning the weights for SMA
• Application for SMA
• Additional Reading for Data Source
• How to Use Jupyter Notebook?
• Strategy Flow Diagram
• Simple Moving Average
• How to Use Interactive Exercises?
• Calculate the Simple Moving Average
• Identify the SMA and price crossovers
• Strategy Flow Diagram
• SMA and Price Crossover
• Generate Buy Signals

Trade Sheet

One of the important steps after creating a strategy is to assess its effectiveness by computing metrics like the win-loss ratio, average PnL, etc. In order to do that, you need to record the details of all the trades taken. In this section, you will learn how to record the details of all the trades taken by generating a trade sheet.

• Generate Trade Sheet
• Long Crossover Condition
• PnL of Long Trades

Performance Analysis

To understand whether your strategy is working, you need to analyse certain metrics. In this section, you will learn how to evaluate the trade level metrics to depict how well the strategy has performed over a certain period of time, as well as evaluate the performance of your strategy based on returns, risk and both.

• Trade Level Analytics
• Average PnL Per Trade
• Win Percentage
• Average Trade Duration
• Additional Reading on Trade Level Analytics
• Performance Metrics
• CAGR
• Sharpe Ratio
• Maximum Drawdown
• Additional Reading on Performance Metrics

Transaction Costs and Slippage

The journey towards building a good backtest for a strategy idea is incomplete without considering the transaction costs and slippages. In simple words, transaction costs encompass brokerage, commission, etc. Slippage is the difference between the expected and executed price. Learn these concepts and understand how to incorporate them into your trading strategy in this section.

• Transaction Costs and Slippage
• Calculation of Transaction Cost
• Calculation of Slippage
• Implementation of Transaction Cost and Slippage
• Additional Reading

Live Trading on Blueshift

Learn how you can take your backtested strategy live with some important steps. Learn about the code structure, the various functions used to create a strategy, and finally, paper or live trade on Blueshift.

• Section Overview
• Live Trading Overview
• Vectorised vs Event Driven
• Process in Live Trading
• Real-Time Data Source
• Blueshift Code Structure
• Important API Methods
• Schedule Strategy Logic
• Fetch Historical Data
• Place Orders
• Backtest and Live Trade on Blueshift
• Additional Reading

Live Trading Template

This section includes a template of a trading strategy that can be used on Blueshift. This live trading strategy template uses moving average crossover to generate entry and exit signals. You can tweak the code by changing securities or the strategy parameters. You can also analyse the strategy performance in more detail.

• Paper/Live Trade Using SMA

Weighted Moving Average

The Weighted Moving Average is one of the many variations of moving averages. The uses of the weighted moving average, its calculation and its principles are all covered in this section.

• Additional Reading for the Anatomy of a Candle
• Weighted Moving Average
• WMA Weights
• Assigning Weights
• SMA v/s WMA
• Computing Weights
• Calculation of WMA
• Applications of WMA
• SMA and WMA Line
• Strategy Flow Diagram
• Weighted Moving Average
• Calculate the WMA
• Paper/Live Trade Using WMA

Exponential Moving Average

In this section, you will learn about the Exponential Moving Average, its calculation and interpretation. It includes the implementation of a price crossover strategy.

• Exponential Moving Average
• EMA Weights
• Calculation of EMA
• Difference between EMA and WMA
• Moving Average Lines
• SMA v/s EMA
• Faster Moving Average
• WMA v/s EMA
• Suitable Moving Average
• EMA Calculation
• Types of Moving Averages
• Strategy Flow Diagram
• Exponential Moving Average
• Calculate the EMA
• Paper/Live Trade Using EMA

Multiple Moving Averages

Moving average strategies can also be built based on multiple moving averages. The double and triple crossover strategies are covered in this section. What are the trading rules? How well does the strategy perform? All of these questions, and more, are answered in this section.

• Moving Average Crossovers
• Type of Crossover
• Golden Crossover
• Crossover Indication
• Triple Crossover
• Moving Average Variations
• Double and Triple Crossover
• Strategy Flow Diagram
• Moving Average Crossovers
• Generate Buy Signals
• Strategy Flow Diagram
• Triple Crossover Strategy
• Generate Signals
• Additional Reading for Moving Average Trading Strategies
• Paper/Live Trade Using Double Crossover

MACD

Moving Average Convergence Divergence is one of the most widely used technical indicators. It uses the principle of crossovers. In this section, you will learn about the different components of the MACD indicator. You will also learn how to generate entry signals using an MACD indicator.

• MACD Entry Points
• Crossover of Blue and Orange Line
• MACD Line & Signal Line
• MACD Indicator
• Compute MACD Line
• Parameters of MACD Indicator
• MACD Histogram
• Buy Signal using MACD
• Height of MACD Histogram
• Significance of Height of MACD Histogram
• Strategy Flow Diagram
• MACD
• MACD Components
• MACD Signal
• Paper/Live Trade Using MACD
• Test on Trend Indicators and Backtesting

ROC

By looking at the price chart, you can visually identify if the price of any financial asset is increasing or decreasing. But what if you want to quantify that increase or decrease in price? And how does quantifying the change in price help you in trading? This section will help you to answer these questions, and more.

• ROC
• Momentum
• ROC of a Stock
• Buy or Sell
• ROC Strategy Logic
• Rate of Change
• Calculate ROC
• ROC Strategy
• Paper/Live Trade Using ROC

Intuition and Interpretation of RSI

RSI is one of the most popular technical indicators and is widely used by traders around the globe. You will discover the rationale behind the RSI indicator in this section, as well as how to interpret it.

• Intuition of RSI Indicator
• Drawback of ROC
• Change in Price
• Calculate Loss
• Calculate Gain
• Calculate Average Gain and Loss
• RS Value
• RSI Value
• Interpret Values of RSI
• High RS Value
• Negative RSI
• RSI Above 100

Properties and Practical Application of RSI

In this section, you will learn about the properties of the RSI indicator and how it can be practically applied in trading. Additionally, you will also learn how to create a strategy based on the properties of this indicator and evaluate its performance.

• Properties of RSI Indicator
• Trading Decision
• RSI below 30
• Decrease in RSI Value
• RSI in Action
• RSI between 30 and 70
• RSI Range
• RSI Strategy Logic
• Relative Strength Index
• Calculate RSI
• RSI Strategy
• Additional Reading on RSI
• Paper/Live Trade Using RSI

Volume

The price does not tell you all there is to know to forecast the movement of a security. You can look at other parameters as well. One such parameter is volume. In this section, you will learn about volumes, spikes in volume and a volume-based indicator known as on-balance volume.

• Spikes in Volume
• Properties of Volume
• Spike in Volume
• Trading Spikes in Volume
• On-Balance Volume
• Properties of On-Balance Volume
• On-Balance Volume Inference
• Calculate On-Balance Volume
• Disadvantage of On-Balance Volume

Chaikin A/D

The on-balance volume attributes the entire volume traded in a day to either only the buyers or only the sellers. This, however, is not practical. In this section, you will learn about the Chaikin A/D indicator and how it deals with this limitation of on-balance volume.

• Chaikin A/D
• OBV vs Chaikin A/D
• Volume Allocation
• Current OBV Value
• Volume Attributed to Sellers
• Volume Attributed to Buyers
• Money Flow Multiplier
• Money Flow Volume
• Calculate Chaikin A/D
• Chaikin A/D Value
• Chaikin A/D Interpretation
• Additional Reading on Chaikin A/D

Limitations of Chaikin A/D and On-Balance Volume

Most indicators no matter how well they work have certain limitations associated with them. In this section, you will learn about the limitation of Chaikin A/D and on-Balance volume indicators.

• Limitations of OBV and Chaikin A/D
• Limitation of On-Balance Volume
• Unreliable Result
• Price and Volume

Chaikin Oscillator

In this section, you will learn about a volume-based indicator called the Chaikin Oscillator. You will learn the interpretation of this indicator and also how you can calculate it in python.

• Chaikin Oscillator
• Need for Chaikin Oscillator
• Trend of Chaikin A/D line
• Crossover Inference
• Chaikin Oscillator Calculation
• Chaikin Oscillator Inference
• Volume Indicators
• Calculate Chaikin A/D
• Calculate Chaikin Oscillator

Chaikin Oscillator Strategy

In this section, you will learn how to create a trading strategy by using the Chaikin Oscillator. Along with this, you will also learn how to combine this indicator with Bollinger Bands. You will learn how to implement these strategies and analyse their performance in python.

• Chaikin Oscillator Strategy Logic
• Chaikin Oscillator Strategy
• Generate signals for Chaikin Oscillator Strategy
• Paper/Live Trade Using Chaikin Oscillator
• Bollinger Bands
• Chaikin Oscillator and Bollinger Bands Strategy Logic
• Chaikin Oscillator and Bollinger Bands Strategy
• Compute Bollinger Bands on Chaikin Oscillator
• Generate Long Entry and Exit Signals
• Generate Short Entry and Exit Signals
• Paper/Live Trade Using Chaikin Oscillator and Bollinger Bands

Putting It All Together

Using a single indicator is a straightforward process. However, when it comes to combining two or more indicators knowing the purpose of this combination, how these indicators are selected and how to generate signals, are some key points that a trader must know. This section will teach you all about multiple indicator strategies, how to build and also how to implement them.

• Combing Indicators
• Drawbacks of a Single Indicator Strategy
• Need for Multiple Indicators
• Combine Indicators
• Chaikin Oscillator with ROC
• Using ROC with Chaikin Oscillator
• Trading Rules
• Interpretation of the Chaikin Oscillator
• Strategy Flow Diagram
• Multiple Indicator Strategy
• Generate Entry Signals
• Generate Exit Signals
• Paper/Live Trade Using Multiple Indicators

Multiple Timeframes

Looking at a stock from all angles helps traders analyse that stock in a better manner. The price charts change as the timeframe changes. Which timeframe is the best? How do you make your analysis better? Can you use multiple timeframes to analyse a single stock? All of these questions will be answered in this section as we build a multiple indicator strategy, implement it, and analyse its performance.

• Multiple Timeframes
• Selection of a Timeframe
• Drawbacks of a Single Timeframe
• Higher and Lower Timeframes
• Uses of a Higher Timeframe
• Multi-Timeframe Strategy
• Data Resampling
• Strategy Flow Diagram
• Multiple Timeframe Strategy
• Generate Buy Signals
• Paper/Live Trade Using Multiple Timeframes

ATR

In this section, you will learn about a volatility-based indicator called The Average True Range (ATR). You will learn to calculate the True Range and Average True Range to measure stock volatility.

• ATR
• Days Range
• Properties of True Range
• Calculate True Range
• ATR Indicator
• Calculate ATR
• The Magnitude of ATR
• Additional Reading for ATR

Risk Management

Risk management is one of the key elements of a trading strategy. The performance of a trading strategy can be improved with the help of risk management. In this section, you will be learning how to bring down the level of risk of your strategy by applying methods like ATR-based stop-loss and take-profit levels.

• ATR-Based SL & TP
• Limitation of Fixed Percentage Approach
• ATR Value
• ATR for Exits
• Possible Range
• Benefits of Dynamic Exits
• Determine Stop-loss
• Reset Stop-loss
• ATR-Based Stop-Loss and Take-Profit
• Calculate ATR for a Stock
• Dynamic Stop-Loss
• Additional Reading for SL & TP using ATR
• Test on Volume Indicators, Multi-Timeframes, SL & TP

Market Breadth Analysis

Most traders use a market index to check how the broad market is performing. But a market index can show a different picture than reality. In this section, you will understand why you should look beyond a market index and instead focus on the individual constituents of the index to understand how well the market is performing.

• Need of Market Breadth Analysis
• Conclusion Based on Trend in Index
• Index Performance and Reality
• Price Increase in Stocks and Majority Performance
• Implication of Market Breadth Analysis
• Market Breadth Analysis Versus Index Performance
• Market Breadth Analysis Using Indicators

McClellan Indicator

The McClellan Indicator uses the daily performance of the stocks that make up the market and quantifies this information to help us judge the market’s performance. In this section, you will understand how the McClellan Indicator is calculated and its interpretation.

• McClellan Indicator
• Calculation of Net Advances
• Limitation of Net Advances
• Calculation of Ratio Adjusted Net Advances
• Usage of Moving Average on RANA
• Crossover of Moving Averages
• Observations of EMA Values in McClellan Oscillator Graph
• Calculation of McClellan Oscillator
• Additional Reading

Application of McClellan Indicator

In this section, you will understand the importance of the AD line in predicting a recession in the market. Further, you will apply the same principles and try to check if the McClellan indicator can predict a market crash. You will also understand the limitations of the McClellan indicator.

• Application of McClellan Indicator
• Range of McClellan Indicator
• Contradiction of McClellan Indicator Assumption
• Implication of Sharp Increase in McClellan Indicator
• Can McClellan Indicator Predict a Market Crash?
• Implication of Fall in A-D Line and Discount Rate
• Effect of Liquidity Crunch on Small Cap Stocks
• Discount Rate’s Impact on A-D Line and GDP
• Use of McClellan Indicator in Predicting Market Crash
• McClellan Indicator and Volume Data
• Additional Reading

Calculation of TRIN Indicator

The TRIN indicator uses both price and volume information to analyse the broad market breadth and based on the value, we can interpret if the market is bullish, or bearish, and also when a reversal might happen.

• TRIN Indicator
• Formula of TRIN Indicator
• Calculation of AD Ratio
• Calculation of AD Volume Ratio
• Calculation of TRIN Values
• TRIN and Bearish Sentiment Forecast
• Calculation of TRIN Indicator
• Calculate Advancing Stocks Volume
• Computation of TRIN Indicator

TRIN Indicator Based Strategy

In this section, we will discuss the limitations of the TRIN indicator and how to create a strategy using the TRIN indicator components.

• TRIN Strategy
• Inference of TRIN Value
• Revisiting the Calculation of TRIN
• Testing TRIN in Different Scenarios
• Limitations of TRIN Indicator
• SMA of AD Ratio
• Trading Signals Using AD Ratio and AD Volume Ratio
• Reason to Buy on Basis on AD Ratio and AD Volume Ratio
• Exit Condition of TRIN Strategy
• Flow Chart of TRIN Indicator Based Strategy
• Implementation of TRIN Strategy
• Generate Trading Signal of AD Ratio
• Generate Trading Signal for TRIN Indicator Based Strategy
• Alternative Methods for Market Breadth Analysis
• Additional Reading

Creation of a Screener Using Technical Indicators

In this section, you will attempt to create a screener which uses the stocks which are a part of the S&P500 and filter only those stocks which are positively trending. Further, you will assign ranks and choose the top 20 positively trending stocks. Finally, you will also create a dashboard which comprises multiple indicators and their signals. You can use this dashboard to get an overview of a certain stock and base your decision based on these indicators.

• Creation of a Screener Using Technical Indicators
• Manual Calculation of Technical Indicator Values of an Index
• Use of Screener
• ADX Indicator as Screening Tool
• Standardisation of Moving Averages
• Screener Using Three Indicators
• Implementation of Screener Using Three Indicators
• Display Last Day’s ADX Indicator Values
• Rank the Stocks According to ADX Indicator Values
• Sort the Stocks According to ADX Indicator Values Rank
• Alternative Method for Creating Screener
• Technical Analysis Dashboard
• Download Daily Price Data
• Moving Average Trading Signals
• Calculate the Percentage of Stocks Above Their Respective SMAs
• Test on Market Breadth Analysis and Screener

Five Secrets of Successful Traders

While it is easy to identify rules which help you increase your capital, it is difficult to stick to them. Understand the 5 secrets which successful traders always follow.

• Five Secrets of Successful Traders
• Abidance to Take-profit Level
• Rules Followed by Traders
• Impact of News on Future Stock Prices
• Technical Analysis Checklist

Capstone Project

It is time to apply the knowledge you have gained in the course to a capstone project where you will create and backtest your own trading strategy based on technical indicators. Don’t worry if you get stuck, we have provided a model solution for you to reference.

• Getting Started
• Problem Statement
• Code Template and Data Files
• Capstone Solution Downloadable
• Capstone Project Solution

Run Codes Locally on Your Machine

Learn to install the Python environment in your local machine.

• Python Installation Overview
• Flow Diagram
• Install Anaconda on Windows
• Install Anaconda on Mac
• Know your Current Environment
• Troubleshooting Anaconda Installation Problems
• Creating a Python Environment
• Changing Environments
• Quantra Environment
• Troubleshooting Tips For Setting Up Environment
• How to Run Files in Downloadable Section?
• Troubleshooting For Running Files in Downloadable Section

Live Trading on IBridgePy

In this section, you would go through the different processes and API methods to build your own trading strategy for the live markets, and take it live as well.

• Section Overview
• Live Trading Overview
• Vectorised vs Event Driven
• Process in Live Trading
• Real-Time Data Source
• Code Structure
• API Methods
• Schedule Strategy Logic
• Fetch Historical Data
• Place Orders
• IBridgePy Course Link
• Additional Reading

Summary

In this section, we will summarise the key concepts learned in the course. You will also find the zip file containing the strategy codes and data files at the end of this section.

• Summary of the Course
• Next Steps
• Python Codes and Data Files

WHY QUANTRA®?

• Gain more in less time
• Get taught by practitioners
• Learn at your own pace
• Get data & strategy models to practice on your own

Tim Pearce – DCAM 2.0 Aesthetics Marketing & Social Media

Course Contents

Video Modules
Get Their Attention
Become Their Bestie
Become Their Hero
Trigger Them To Book
Save Time
Tech Tutorials

Downloads
Downloads

Video Introduction by Miranda Pearce

Did you know that a shocking 69% of Injectors are only getting 0-1 booking per week from social media?
And what’s worse… they’re spending up to 5+ hours creating content every week… but getting almost no results from it.

I hear Injectors struggling with this every day…

“The time it takes to create content doesn’t reflect the revenue that should come from my efforts”.
I get it… it’s like adding a full-time job on top of everything you already have on your plate as a Practitioner.

You put your heart and soul into creating the perfect post, you spend ages on it, you hit publish… and… nothing. Crickets. Or maybe a few views from other Practitioners, your mum and your grandma.

But no real engagement from potential clients.

And definitely not enough bookings to make it worth your while.

You get so tempted to throw in the towel because it feels like it’s all a waste of time.

But on the other hand, you also know that social media can be a GOLDMINE.

And you also know that if you just rely on word of mouth, you’ll get left behind.

You know others are having success with social media… you see those Injectors that get huge engagement, lots of bookings.

They’re posting content online and laughing all the way to the bank.

So why is it just not happening for you??

What are they doing that you’re not doing?

Do they know something you don’t?

The truth is… they DO know something you don’t.
And they ARE doing something you’re not.
Over the past few months I’ve had more and more Injectors telling me they’re in the same situation…

And if you’re stuck there too,

IT’S NOT YOUR FAULT!

Reach, views and engagement have dropped for everyone. It’s the algorithm’s fault.

But I know it’s not the answer you want to hear.

I’ve helped thousands of Injectors tap into the power of social media over the past XX years and I noticed something curious happening lately…

While a lot of Injectors are struggling to get consistent engagement and bookings from social media…

There’s another group of Injectors that are absolutely crushing it.

And I wanted to know why.

I wanted to figure out what that successful group of Injectors were doing that was helping them to get 6+ bookings per week from social media.
So I set out on a mission.

I surveyed over 870 Injectors and audited hundreds of social media accounts and a pattern started to emerge…

And I realised that the Injectors missing even ONE of these things, were struggling to get any results from social media.

So that’s when I put all my findings together to create a simple framework ANYONE could follow to get amazing results.

I call it… The Stairway To Bookings

Just imagine…

No more wasting time and energy wondering what to post or creating content for the sake of it. You know exactly what to share, and best of all, every post feels like a direct conversation with your ideal client – it never feels like wasted effort.
Confidently waving goodbye to your public health sector job knowing you’re on your way to building a wildly successful business. You open up your booked-out calendar every morning, all thanks to the magnetic pull of your social media presence.
No longer hoping for word-of-mouth referrals. Instead, you can rely on your social media to act as your unstoppable, 24/7 ambassador, bringing in clients even while you sleep.
Clients walking into your clinic fully trusting you and your expertise. They’ve seen your content and they’re already convinced they’re in the right hands. No hard selling, just genuine connections.
Having a reliable and proven strategy to grow a thriving clinic that gives you the financial freedom you dream of and deserve. You know how to get clients consistently and you can finally focus on your dreams, passions, and maybe even that dream holiday you’ve been putting off.
This is all possible when you follow a PROVEN system to turn social media into your own goldmine.

Introducing…
Dream Customer Attraction Method 2.0
Dream Customer Attraction Method (DCAM) 2.0 is an online marketing course designed specifically for Aesthetic Clinicians who are serious about growing their business. Updated for what’s working NOW in social media and based on evidence-backed strategies that TRULY WORK.

Everything you need to know from top to bottom and beginning to end is inside, so that you can:

Easily create social media posts that get ENGAGEMENT and CONSISTENT BOOKINGS, instead of wasting time creating content that gets ignored.
Set up a proven step-by-step system to convert scrollers into clients, so you can create financial freedom for your family.
Stop trying to attract patients with discounts, and instead, attract the RIGHT kind of patients by establishing trust and genuine connections. Get people to see you as the expert and as their trusted friend, so that they don’t want to book with anyone but YOU.
Do all this with a tribe of like-minded clinicians to cheer you on.
All delivered in a clear, easy to use way, and not just from some random marketing generalist. This course is 100% bespoke to aesthetics based on myself and Tim’s success in this industry…

Founders of a multi-million pound clinic
Trained 20k Practitioners in our training academy and online
Combined social media following of over 290,000
Here’s What’s Included:

Video Masterclasses
You’ll learn how to:

Set yourself apart and get attention from the right kind of followers.
Create content that makes people online gravitate towards you and want to book with YOU and no one else.
Create content that shows off your knowledge and expertise so that patients come to you already trusting you and ready for treatment.
Trigger people to actually book in, so that they’re not just seeing your content and scrolling on.
Plus 6 incredible bonuses:

The Purple Book
This is the marketing bible! This gorgeous book will be delivered to your home and includes all the course material from the video masterclasses in a book. And it’s got space for reflections in there so you can use it like a journal as well and it’s also a great accountability tool.

Content Cheat Cards
These cards are designed to make content creation feel FUN instead of feeling like a chore. There are 52 cards with step-by-step instructions and content ideas you can use. No more overthinking what to create – each content card gives you the hook, instructions about what to do, a call to action, and some fun tips to make your post even better.

30 Days Of Done-For-You Canva Templates
You don’t even have to think about what content to share – we’ve created one month’s worth of content that you can just plug and play easily with these beautiful templates. You can add your own touches to the templates using Canva and you’ve got an entire month of content ready to publish. And you get to reuse these forever.

Canva Mastery Course
Canva is an amazing and free online software you can use to easily create professional-looking content, even if you have absolutely no experience designing graphics. We’ve worked with a Canva expert and this course walks you through everything step by step, including editing the templates & designing your own content. You’re never going to need a graphic designer again after this.

Time-Saving Bible
I know that creating content can be really time-consuming, so this is a print-out you can refer to any time with 7 hacks that professionals use to save time when creating content. You’ll learn how to use ChatGPT to make creating content so much easier and faster, and some amazing apps you can use to save time.

Meet Miranda Pearce

​Expert Marketing Advisor for thousands of Aesthetic Clinicians
​Founded SkinViva Clinic in 2008 with husband Dr Tim Pearce (over 1,000 5 star reviews)
Successfully grew the business to over £3 million per year
​Took Dr Tim brand from 5,000 – 37,000 Instagram followers in 18 months
Co-hosts the UK’s number 1 aesthetics podcast
Founded ‘Medical Aesthetics Mindset Warriors’ Facebook Group with 4,500+ members
DCAM 2.0 Aesthetics Marketing & Social Media By Tim Pearce, What Is It Included (Content Proof: Watch Here!)

Frequently Asked Questions:

1. Innovative Business Model:
   • Embrace the reality of a genuine business! Our approach involves forming a group buy, where we collectively share the costs among members. Using these funds, we purchase sought-after courses from sale pages and make them accessible to individuals facing financial constraints. Despite potential reservations from the authors, our customers appreciate the affordability and accessibility we provide.
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   • The legality of our operations falls into a gray area. While we lack explicit approval from the course authors for resale, there’s a technicality at play. When procuring the course, the author didn’t specify any restrictions on resale. This legal nuance presents both an opportunity for us and a boon for those seeking budget-friendly access.
3. Quality Assurance: Unveiling the Real Deal:
   • Delving into the heart of the matter – quality. Acquiring the course directly from the sale page ensures that all documents and materials are identical to those obtained through conventional means. However, our differentiator lies in going beyond personal study; we take an extra step by reselling. It’s important to note that we are not the official course providers, meaning certain premium services aren’t included in our package:
     • No coaching calls or scheduled sessions with the author.
     • No access to the author’s private Facebook group or web portal.
     • No entry to the author’s exclusive membership forum.
     • No direct email support from the author or their team.

   We operate independently, aiming to bridge the affordability gap without the additional services offered by official course channels. Your understanding of our unique approach is greatly appreciated.

Refund is acceptable:

• Firstly, item is not as explained
• Secondly, Item do not work the way it should.
• Thirdly, and most importantly, support extension can not be used.

Thank you for choosing us! We’re so happy that you feel comfortable enough with us to forward your business here.