Categories
AI

Music GenerationPrompt

I need assistance in producing AI-generated text that I convert to music using MIDI files. Initially, I’ll provide a description of the format I need for the textual representation of the music. Since music is a time-based art form, the notes follow each other in time, and sometimes there are no notes, that is, silences.

The way I would like you to generate them is as follows:
Each note is represented as a tuple of two elements:
The pitch of the note (integer value).

Because I will use this text representation and convert to MIDI the note should be a number from 21 (that is note A0 – 27,50 Hz) to 96 (that is C7 – 2093 hz) so use these numbers to represent the note.

The duration of the note (float value) represented as:
0.125 for an eighth note
0.25 for a quarter note
0.5 for a half note 1 for a whole note
2 for a double whole note

But could be any number between 0 and 2, because you know, musician are creative so why not 0.29 or 1.22, etc.

With this format i need you generate a text that i will covert in music in this format:


melody_pitch_duration_data = [
(note, duration), (note, duration), (note,
duration),
etc,
]


And when there is a silence the note should be 0 and the duration is how long is that silence.
A melody is a linear sequence of notes that the listener hears as a single entity. It is the foreground to the backing elements and is a combination of pitch and rhythm. Sequences of notes that comprise melody are musically satisfying and are often the most memorable part of a song.
There are many ways to describe a melody. Here are a few:

  • Pitch: The pitch of a melody is the relative highness or lowness of the notes. Melodies can be high, low, or somewhere in between.
  • Rhythm: The rhythm of a melody is the pattern of long and short notes. Melodies can have a slow, steady rhythm, a fast, syncopated rhythm, or something in between.
  • Intervals: Intervals are the distance between notes. Melodies can use a variety of intervals, from small steps to large leaps.
  • Contour: The contour of a melody is the overall shape of the melody. Melodies can be ascending, descending, or something in between.
  • Tonal center: The tonal center of a melody is the note that the melody feels like it is centered around. Melodies can have a strong tonal center, a weak tonal center, or no tonal center at all.
    When describing a melody, it is important to consider all of these factors. The pitch, rhythm, intervals, contour, and tonal center all contribute to the overall sound of the melody.

Here are some examples of how to describe melodies:

  • The melody of “Happy Birthday” is simple and repetitive, with a clear tonal center.
  • The melody of “Yesterday” by The Beatles is more complex, with a variety of intervals and a changing tonal center.
  • The melody of “Bohemian Rhapsody” by Queen is highly dramatic, with a wide range of pitches and rhythms.

Quality melodies typically limit their range to about an octave-and-a-half, feature repeating elements like melodic intervals and rhythmic patterns, and consist of stepwise motion with occasional energetic leaps. Good melodies also interact meaningfully with the bass line, employing a mix of parallel, similar, oblique, or contrary motions for a dynamic, counter melodic effect. Finally, a standout melody tends to have a climactic moment, often a high note with significant harmonization and strong rhythmic placement, which then descends to a restful cadence.

No matter how it is described, a melody is one of the most important elements of music. It is what gives a song its identity and makes it memorable.

Please note that AI-generated music may not sound pleasing as it is randomly generated so we will use music theory but not random math so don’t randomize the generation process. take into account musical concepts like scales, modes, etc.

Now that you have a full understanding of the text representation, we will create some awesome music!

Are you ready to start generating music?
If so, respond with ‘YES’ and nothing else.

melody_pitch_duration_data = [
    (60, 0.125), (63, 0.083), (65, 0.083), (67, 0.167), (70, 0.167), 
    (72, 0.125), (75, 0.083), (77, 0.083), (79, 0.167), (82, 0.167),
    (84, 0.125), (87, 0.083), (89, 0.083), (91, 0.167), (94, 0.167),
    (96, 0.125), (99, 0.083), (101, 0.083), (103, 0.167), (106, 0.167),
]
# @markdown ### Run this cell and th MIDI with the melody will be in your download folder
import mido
from mido import Message, MidiFile, MidiTrack

# Constants
TICKS_PER_BEAT = 480  # Standard for most DAWs
BEATS_PER_MINUTE = 120  # Tempo
SECONDS_PER_MINUTE = 60
TICKS_PER_SECOND = TICKS_PER_BEAT * BEATS_PER_MINUTE / SECONDS_PER_MINUTE

# Create a new MIDI file
mid = MidiFile(ticks_per_beat=TICKS_PER_BEAT)

# Create a new track
track = MidiTrack()

# Append the track to the MIDI file
mid.tracks.append(track)

# Convert your data into MIDI events
for note, duration in melody_pitch_duration_data:
    # If there's a silence, don't make a note event
    if note != 0:
        # Add a note on event
        track.append(Message('note_on', note=note, velocity=64, time=0))

    # Wait for the duration of the note/silence
    # We multiply by TICKS_PER_SECOND because duration is in seconds
    track.append(Message('note_off', note=note, velocity=64, time=int(duration * TICKS_PER_SECOND)))

# Save the MIDI file
mid.save('melody.mid')

# Download the file
from google.colab import files
files.download('melody.mid')
Categories
Machine Learning

Fine-Tuning Vs Embedding

MethodUse CasesWhen to UseWhen Not to Use
Fine-Tuning– Creating a question-answer bot
– Personalizing language models
– Adapting a model to a specific domain or task
– Improving performance on a specific task
– When you have a large amount of task-specific data
– When you need the model to adapt to a specific task
– When you have sufficient computational resources
– When you have a small dataset (risk of overfitting)
– When computational resources are limited
Embedding– Information retrieval
– Similarity search
– Clustering
– Dimensionality reduction
– Visualizing high-dimensional data
– When you need to map input data into a high-dimensional space
– When computational resources are limited
– When you need to perform tasks like similarity search or clustering
– When you need the model to adapt to a specific task (fine-tuning would be more suitable)
Categories
Database

Database Comparison: MySQL, PostgreSQL, and MongoDB

Replication FeatureMongoDB ReplicationPostgreSQL ReplicationMySQL Replication
Replication MechanismReplica setsStreaming replicationMaster-Slave replication
Primary RoleOne primary replica receives write operationsOne primary server handles write operationsOne master server receives write operations
Secondary RoleMultiple secondary replicas replicate data asynchronouslyMultiple standby servers apply changes from the primary’s write-ahead log (WAL)Multiple slave servers replicate data from the master
Automatic FailoverSupports automatic failover when the primary becomes unavailableStandby servers can be promoted manually or using external toolsManual promotion of a slave to become the new master
Consistency ModelEventual consistency by default, but configurable read preferences for desired consistency levelSupports both synchronous replication (strong consistency) and asynchronous replication (better performance with potential data lag)Eventual consistency by default, but can be configured for stronger consistency
Read OperationsRead operations can be performed on primary and secondary replicasRead operations can be performed on standby servers (hot standby)Read operations can be performed on slave servers
Replication MechanismOplog ReplicationStreaming ReplicationMaster-Slave Replication
ExplanationMongoDB’s oplog replication involves recording write operations in the oplog and replicating them to secondary replicas.Streaming replication continuously streams the write-ahead log (WAL) from the primary server to standby servers to keep them in sync.Master-slave replication involves one master server that handles write operations and one or more slave servers that replicate data from the master.
Primary RolePrimary replica receives write operations.One primary server handles write operationsMaster server receives write operations.
Secondary RoleSecondary replicas asynchronously replicate data from the primary.Standby servers apply changes from the primary’s write-ahead log.Slave servers replicate data from the master.
Automatic FailoverSupports automatic failover when the primary becomes unavailable.Standby servers can be promoted manually or using external tools.Manual promotion of a slave to become the new master
Read OperationsRead operations can be performed on primary and secondary replicas.Read operations can be performed on standby servers.Read operations can be performed on slave servers.

Replication Mechanisms

  1. Snapshot Replication: Takes an initial full copy of the database and periodically replicates subsequent changes to the target replicas.
  2. Transactional Replication: Replicates individual database transactions from the source database to the target replicas, ensuring consistency between replicas.
  3. Merge Replication: Allows multiple replicas to make changes independently and then synchronizes those changes to maintain consistency.
  4. Peer-to-Peer Replication: Enables multiple databases to act as both sources and targets of replication, ensuring data consistency across all replicas.
  5. Master-Slave Replication: Involves a master database that receives write operations and one or more slave databases that replicate data from the master. Read operations can be performed on the slave databases.
  6. Streaming Replication: Continuously streams the write-ahead log (WAL) from the primary database server to standby servers, keeping them in sync.
  7. Change Data Capture (CDC): Captures and replicates individual data changes from the source database to the target replicas, allowing for real-time data replication.
  8. Logical Replication: Replicates data at the logical level, typically using transaction logs or specific replication protocols to capture and apply changes.
  9. Bi-Directional Replication: Enables data replication in both directions, allowing changes made in one database to be synchronized with another, and vice versa.
  10. Multi-Master Replication: Involves multiple master databases that can independently handle write operations, with changes replicated to other master databases.
Categories
Other

Market Research: Unleashing Potential

  1. Identify a viable business idea.
  2. Conduct market research.
  3. Develop a comprehensive business plan.
  4. Choose a legal structure and complete necessary registrations.
  5. Divide roles and responsibilities among the founding members.
  6. Secure funding and create a financial management plan.
  7. Develop and refine your product or service.
  8. Build a strong brand and marketing strategy.
  9. Launch the company and establish operational processes.
  10. Monitor performance and seek growth opportunities.
  1. Idea Generation:
    • Utilize AI-powered trend analysis and market research tools to identify emerging market gaps and potential business ideas.
  2. Market Research:
    • Use AI algorithms to collect and analyze data, providing insights into customer preferences, market trends, and competitive analysis.
  3. Business Plan Development:
    • Leverage AI platforms to generate financial projections, conduct scenario analysis, and optimize business plan components for better decision-making.
  4. Legal Considerations:
    • Employ AI-powered legal tools to streamline the process of selecting the appropriate legal structure, registering the company, and ensuring compliance with regulations.
  5. Division of Roles and Responsibilities:
    • Utilize AI-powered skill assessment tools to evaluate team members’ strengths and allocate roles accordingly, ensuring a complementary skill set within the company.
  6. Funding and Financial Management:
    • Utilize AI-driven financial analytics tools to forecast cash flows, identify investment opportunities, and optimize financial decision-making.
  7. Product or Service Development:
    • Incorporate AI in the development process, such as using AI algorithms for product design, prototyping, and testing, leading to more efficient and effective product development cycles.
  8. Branding and Marketing:
    • Employ AI-powered marketing analytics tools to identify target audiences, optimize marketing strategies, and personalize customer experiences based on data-driven insights.
  9. Launch and Operations:
    • Utilize AI in operational processes, such as employing automation tools for inventory management, customer support, and supply chain optimization, enhancing operational efficiency.
  10. Growth and Scaling:
  • Leverage AI for data analysis and pattern recognition to identify growth opportunities, optimize pricing strategies, and personalize customer offerings, facilitating business expansion.

  1. Exponential Organizations: Refers to companies that experience rapid growth and impact by leveraging emerging technologies, disruptive business models, and a massive transformative purpose (MTP).
  2. Law of Accelerating Returns: A concept that describes how technological progress tends to accelerate over time, leading to exponential growth and advancement in various fields.
  3. S-Curve: Represents the pattern of growth and adoption of new technologies or innovations over time, characterized by an initial slow growth phase, followed by a rapid acceleration, and eventually reaching a plateau as saturation occurs.
  4. Drake Equation: An equation proposed by astrophysicist Frank Drake to estimate the potential number of extraterrestrial civilizations in our galaxy, considering factors such as the rate of star formation, habitable planets, and the likelihood of intelligent life.
  5. AI (Artificial Intelligence): The development of computer systems that can perform tasks that would typically require human intelligence, including pattern recognition, problem-solving, and decision-making.
  6. Longevity: Refers to the study and pursuit of extending human lifespan and improving overall health and well-being.
  7. Abundance Mindset: A mindset that focuses on the belief that resources, opportunities, and solutions are plentiful and can be expanded, promoting a positive and proactive approach to problem-solving and growth.
  8. Disruptive Innovation: Refers to the introduction of new technologies, products, or business models that significantly disrupt existing markets or industries, often displacing established players.
  9. Market Research: The process of gathering and analyzing data about market trends, customer behavior, competition, and other factors to inform business decision-making and strategy.
  10. Ethics and Morals of AI: The discussion surrounding the ethical considerations, societal impact, and potential dangers associated with the development and deployment of artificial intelligence technologies.

insights:

  1. Exponential Organizations: The conversation revolves around the concept of exponential organizations, which are characterized by rapid growth and impact. These organizations leverage attributes such as massive transformative purpose (MTP) and disruptive innovation to thrive in the current fast-paced business landscape.
  2. The Impact of AI: The speakers discuss the potential of AI as a powerful tool for solving complex problems and driving innovation. They acknowledge its importance in addressing significant challenges but also express concerns about the ethical implications and potential dangers associated with AI development.
  3. Business Disruption: The average lifespan of companies on the S&P 500 has decreased, indicating the need to adapt to rapidly changing markets and avoid being disrupted. They emphasize the importance of continuously reinventing oneself and embracing disruptive innovation to stay ahead.
  4. Longevity and Data Analysis: The conversation briefly touches on the topic of longevity and the potential use of AI to analyze data related to factors such as diet, microbiome, and blood glucose levels to understand patterns and improve health outcomes.
  5. Mindset Shift: The speakers highlight the need for a mindset shift from scarcity to abundance thinking. They encourage embracing new technologies, exploring alternative solutions, and challenging traditional industry norms to foster growth and innovation.
  1. Develop a platform or service utilizing generative AI for content generation.
  2. Create a tool for generating visual content using generative AI, such as illustrations and videos.
  3. Build an AI-powered language translation service.
  4. Develop an AI-driven CRM system for analyzing customer data and generating insights.
  5. Create a marketplace or platform connecting businesses with AI experts for implementing generative AI technologies.
  6. Utilize generative AI for generating ideas, stories, and frameworks.
  7. Explore opportunities in the domain of prompt.com, a domain the speaker recently acquired, with a potentially groundbreaking idea.
  8. Consider using generative AI for generating music or other forms of artistic expression.
  9. Develop applications for generative AI in the field of dating or personal relationships.
  10. Explore generative AI applications in the film industry, such as generating movie plots or visuals.
  11. Use generative AI for automating tasks, such as generating HTML code or fixing errors in code.
  12. Develop AI-driven tools for data analysis and decision-making, leveraging generative AI capabilities.
  13. Explore potential applications of generative AI in the real estate industry, such as analyzing and optimizing land usage or property valuation.
Categories
Database

Comparison of NoSQL Database Models

Data ModelGCP EquivalentAWS EquivalentOpen-SourceUse Cases (GCP)Use Cases (AWS)
Document-basedGoogle Cloud FirestoreAmazon DocumentDBMongoDBReal-time collaboration, mobile apps, content management systemsContent management, catalogs, user profiles, mobile and web applications
Entity-basedGoogle Cloud DatastoreAmazon SimpleDBUser sessions, metadata storage, simple application dataWeb application data, metadata storage, small-scale data storage and retrieval
Wide-column storeGoogle Cloud BigtableAmazon DynamoDB (with DAX)Apache CassandraIoT data processing, time-series data, analyticsTime-series data, IoT applications, log processing, large-scale analytical workloads
Data ModelDocument-basedEntity-basedWide-column store
Storage FormatSelf-contained documents (JSON/BSON)Rows and columnsColumnar format
Schema FlexibilityFlexible schemas, nested structuresFixed attributes, traditional table-like structuresSchema flexibility within column families
Data OrganizationDocuments with key-value pairs, hierarchical structureEntities represented as rows with attributes as columnsRows with multiple columns or column families
Use CasesReal-time collaboration, mobile apps, content managementUser sessions, metadata storage, simple application dataIoT data processing, time-series data, analytics
Categories
Other

Faceless Niches

#CategoryNicheYouTube ChannelChannel URLVideo Type
1PsychologyPhilosophyPhilosophies for Lifehttps://www.youtube.com/channel/UCfwEtXGMDIifvYc1AmrANXgAnimated videos discussing philosophical concepts
2PsychologyMental healthPsychubhttps://www.youtube.com/user/Psych2GoTVAnimated videos on various mental health topics
3WealthInvestingChris Investhttps://www.youtube.com/c/ChrisInvestWhiteboard-style videos on investing
4WealthPersonal financeMatt Parhttps://www.youtube.com/user/mattpar9Screen recordings and voiceovers on personal finance
5HealthWeight lossBestiehttps://www.youtube.com/c/Bestie/videosStock footage videos with voiceovers on weight loss
6HealthHealth remediesNatural Cureshttps://www.youtube.com/c/NaturalCures/videosHealth remedy videos using stock footage
7RelationshipsDatingTrippAdvicehttps://www.youtube.com/c/TrippAdviceDating advice videos
8RelationshipsMarriageMarriageTodayhttps://www.youtube.com/c/MarriageTodayVideos on building and maintaining marriages
9TechnologySoftware tutorialsSkills Factoryhttps://www.youtube.com/c/SkillsFactory/videosTutorials on using different software tools
10TechnologyAmazon product reviewsTop 5 Pickshttps://www.youtube.com/c/Top5PicksReview videos of top products from Amazon
11EducationHistoryIt’s Historyhttps://www.youtube.com/c/ItsHistory/videosVideos on various historical events and topics
12EducationBackstoriesRealLifeLorehttps://www.youtube.com/c/RealLifeLore/videosExploring backstories and facts about countries, companies, etc.
13EntertainmentEntertainment (general)PewDiePiehttps://www.youtube.com/c/PewDiePieVlogs, Let’s Play videos, and entertainment content
14EntertainmentReaction videosFine Brothers Entertainmenthttps://www.youtube.com/user/TheFineBrosReaction videos to viral content and trends
15EntertainmentDIY and crafts5-Minute Craftshttps://www.youtube.com/c/5minutecrafts/videosDIY projects and crafting ideas
16EntertainmentProduct unboxing and reviewsUnbox Therapyhttps://www.youtube.com/c/unboxtherapyUnboxing and reviewing various products
17EntertainmentFitness and workoutsFitnessBlenderhttps://www.youtube.com/user/FitnessBlenderWorkout routines and fitness tips
18EntertainmentGamingMarkiplierhttps://www.youtube.com/c/markiplierGAMELet’s Play videos and gaming content
19EntertainmentMusic tutorialsPiano Synthesiahttps://www.youtube.com/c/PianoSynthesiaPiano tutorials with animated visuals
20EntertainmentCar reviews and modificationsDoug DeMurohttps://www.youtube.com/c/dougdemuroCar reviews, tours, and discussions
21EntertainmentOutdoor activities and adventureYes Theoryhttps://www.youtube.com/c/YesTheoryAdventure and challenge-based videos
22SportsSportsESPNhttps://www.youtube.com/c/ESPNSports news, highlights, and analysis
23TechnologyTech NewsMarques Brownleehttps://www.youtube.com/c/MKBHDTech news, reviews, and analysis
24GamingGame tutorialsTheRadBradhttps://www.youtube.com/c/theRadBradGame walkthroughs and Let’s Play videos
25FoodRecipe tutorialsTastyhttps://www.youtube.com/c/buzzfeedtastyRecipe videos and cooking tutorials
26BeautyMakeup tutorialsNikkieTutorialshttps://www.youtube.com/user/NikkieTutorialsMakeup tutorials and beauty tips
27FashionFashion adviceAlexa Chunghttps://www.youtube.com/c/AlexaChungTVFashion tips, trends, and advice
28MusicMusic coversKurt Hugo Schneiderhttps://www.youtube.com/user/KurtHugoSchneiderMusic covers and collaborations
29TravelTravel vlogsLost LeBlanchttps://www.youtube.com/c/LostLeBlancTravel vlogs and destination guides
30BusinessEntrepreneurshipGaryVeehttps://www.youtube.com/c/GaryVaynerchukBusiness advice and motivation
Categories
Other

Success Secrets: 5 Habits that Propel Achievers Forward

  1. Surrounding yourself with successful and positive-minded friends
  2. Stepping out of your comfort zone regularly
  3. Avoiding buying into the fear of missing out (FOMO)
  4. Adopting a solution-oriented mindset during problem
  5. Practicing dedicated “think days” for reflection and strategic planning
  6. Understanding the concept of the “Millionaire Pyramid” and persevering through challenges on the path to success

Millionaire Pyramid

Millionaire Pyramid
Categories
DevOps

CAP Theorem

CAP Theorem

The CAP Theorem states that it is impossible for a distributed data store to simultaneously provide more than two out of the following three guarantees:

  1. Consistency (C): Every read receives the most recent write or an error. This means that all nodes see the same data at the same time. It’s like having a single up-to-date copy of the data.
  2. Availability (A): Every request receives a (non-error) response, without the guarantee that it contains the most recent write. This means that the system keeps operating, rather than halting, even if some of the nodes are down.
  3. Partition Tolerance (P): The system continues to operate despite an arbitrary number of messages being dropped (or delayed) by the network between nodes. This means that even if there is a network outage in the data center and some of the computers are unreachable, the system continues to perform.

According to the CAP theorem, a distributed system can satisfy any two of these guarantees at the same time, but not all three. For example, a system can be consistent and available as long as there are no network partitions. If there is a network partition, the system has to choose between consistency and availability.

Categories
Other

Mastering Financial Success: 6 Key Steps to Build Wealth from Scratch

StepTodoBenefitsAction
1Create an investment budgetStay focused on investing, prioritize financial growthTreat investing as a priority, not an afterthought
2Increase your valueImprove skills, fill market gaps, become more marketableFocus on mastering skills or acquiring universal skills
3Open investing accountsAccess to stock market, potential long-term wealth accumulationAllocate a portion of investment budget, consider apps like Lightyear
4Build assetsGenerate more money, control your own businessIdentify market gaps, invest time and money into building assets
5Use debt strategicallyLeverage debt for investments, grow wealthUnderstand how to use debt to your advantage, focus on good credit score
6Spend only what your investment portfolio yieldsConsistent financial stability, sustainable lifestyleAim to spend 8-10% of your investment portfolio’s value

I reflect on the value of education and express my concerns about pursuing degrees that may not hold much worth. Instead, I emphasise the significance of viewing each small skill as an investment and reaping returns from it. Personally, I believe in focusing on mastering versatile skills like public speaking, negotiating, and content creation, which can be applied across various areas. My approach to education is practical and results-oriented, as I prioritise learning skills that directly contribute to increasing my value and potential earnings.

Categories
Other

Habits to Transform Your Life and Finance

  • Buy at full price from friends
  • Marry/date the financially stable
  • Work from a desk
  • Before accepting an offer
    • First offer ≠ Real offer 99% of the time
  • Understand the root cause of jealousy
    • Convert the negative energy to positive energy
  • Say less than necessary
    • Do in action
  • Eat healthily
  • Where to find mentors
    • Books
    • Podcasts
  • Focus on practicality
    • Focus on doing things –> Passion
    • Passion comes second
  • Spent time in solitude
  • Choose yourself
  • Influence rather being influenced
HabitQuoteAction Points
Buy your friend’s product at full price“Support your entrepreneur friends by buying their products at full price and spreading the word.”Purchase at full price, recommend, and leave positive reviews.
Marry the financially stable“Openly discuss money with your partner to align financial goals and prevent conflicts.”Have open money discussions, share goals, and address issues proactively.
Work from a desk“Create a dedicated workspace for focused productivity and establish clear work-life boundaries.”Use a designated desk, separate workspaces, and establish work-life balance.
Think before accepting the first offer“Evaluate offers carefully and be willing to negotiate for better terms.”Consider options, negotiate, and avoid immediately accepting first offers.
Understand the root cause of jealousy“Transform jealousy into motivation, identify desires behind it, and channel energy towards personal goals.”Recognize jealous feelings, understand desires, and focus on personal goals.
Say less than necessary“Focus on action rather than excessive talk about plans.”Prioritize doing rather than talking, avoid excessive sharing of plans.
Eat healthy“Prioritize healthy eating for improved performance and productivity.”Make healthy eating choices to enhance well-being and work efficiency.
Read every day“Expand knowledge through reading books, listening to podcasts, and exploring online resources.”Dedicate daily time for reading, listening, and continuous learning.
Focus on practicality“Acquire practical skills relevant to your field or industry.”Learn skills with practical applications in your chosen area.
Spend time in solitude“Take moments of solitude to reflect on goals and personal growth without distractions.”Allocate time for self-reflection and goal-setting without distractions.
Choose Yourself“Empower yourself by making choices based on your own desires and goals, disregarding others’ opinions.”Embrace personal decisions and goals, disregarding external judgments.