15 Sep 2025
π Day 30: AI/ML Journey
πΉ Math β Definite & Indefinite Integrals (areas antiderivatives)
πΉ Python (NumPy) β Indexing, slicing & boolean masking
Math builds theory, NumPy powers the hands-on side π
#AI #MachineLearning #Python #NumPy #Integration #MumInTech
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12 Sep 2025
π Day 27: AI/ML Journey
πΉ Math β Hessian Matrix = 2nd-order partial derivatives
πΉ Second Derivative Test β tells if a point is min, max, or saddle
Critical for optimization in ML π
#AI #MachineLearning #MathForAI #Optimization #MumInTech
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101
11 Sep 2025
π Day 26: AI/ML Journey
πΉ Math β Gradient Descent = step-by-step minimization using negative gradients
πΉ Optimization β drives ML training by reducing loss
This is literally how models learn. Step by step π
#AI #MachineLearning #Optimization #MumInTech
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94
10 Sep 2025
π Day 25: AI/ML Journey
πΉ Math β Chain Rule = derivative of composite functions
πΉ AI β backbone of backpropagation in Neural Networks
No chain rule β no deep learning π‘π
#AI #MachineLearning #DeepLearning #MathForAI #MumInTech
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353
9 Sep 2025
π Day 24: AI/ML Journey
πΉ Math β Calculus
β’ Partial Derivatives β change w.r.t one variable
β’ Gradients β vector of partial derivatives, used in optimization
Gradients = the heartbeat of ML learning π
#AI #MachineLearning #MathForAI #Calculus #MumInTech
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8 Sep 2025
π Day 23: AI/ML Journey
πΉ Math β Calculus
β’ Continuity
β’ Derivatives
β’ Differentiation Rules (power, product, quotient, chain)
Derivatives = foundation of optimization in ML. Step by step π
#AI #MachineLearning #MathForAI #Calculus #MumInTech
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7 Sep 2025
π Day 22: AI/ML Journey
Didnβt do much today, but made a start with Limits (foundation of calculus & optimization in ML).
Not every day is heavy, but showing up matters π
#AI #MachineLearning #MathForAI #MumInTech
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198
4 Sep 2025
π Day 19: AI/ML Journey
πΉ Math β Probability
β’ PDF β likelihood of values (for continuous variables)
β’ CDF β probability a variable β€ value
PDFs = shape of distribution, CDFs = accumulated probability π‘
Step by step π
#AI #MachineLearning #MathForAI m #MumInTech
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1 Sep 2025
π Day 16: AI/ML Journey
πΉ Review β LLN & CLT (more examples)
πΉ Math β Stats
β’ Hypothesis Testing
β’ Confidence Intervals
πΉ Python β Kaggle exercises (syntax, variables, numbers)
Theory coding muscles, step by step π
#AI #MachineLearning #Python #MathForAI #MumInTech
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1 Sep 2025
πΈ Happy New Month, Super Mums! πΈ
You *can* raise amazing kids *and* build the career or business of your dreams. πΌπ©βπ§βπ¦
New month =
β¨ New strength
β¨ New joy
β¨ New wins
Join thriving mums π dub.sh/jointhemomshub
#TheMumsHub #MumInTech #Mumpreneur
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31 Aug 2025
π Day 15: AI/ML Journey
πΉ Math β Probability & Statistics
β’ LLN β sample mean β true mean as trials β
β’ CLT β sample means β Normal distribution π
These are the backbone of statistical inference in ML. Step by step π
#AI
#MachineLearning
#MathForAI
#MumInTech
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25 Aug 2025
π Day 9: AI/ML Journey
πΉ Math β Probability
β’ Conditional Probability
β’ Bayesβ Theorem (update beliefs w/ new evidence)
Abstract at first, but real-world examples (medical tests, spam filters) make it click π‘ Step by step π
#AI
#MachineLearning
#MathForAI
#MumInTech
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182
12 May 2023
#mumintech π₯πͺ
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20 Jan 2023
Are you a #MumInTech?
Listen to this fab podcast π§β¬οΈ
20 Jan 2023
Season 2 of our #SpillingTheT #podcast has arrived! π§
To kick us off, we're talking being a working #MumInTech & designing your own #WorkLifeBalance with the wonderful Eline Blomme from @TrueLayer.
Listen to Eline's episode here π bit.ly/3Vym5G4
#WomenInTech
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20 Jan 2023
Season 2 of our #SpillingTheT #podcast has arrived! π§
To kick us off, we're talking being a working #MumInTech & designing your own #WorkLifeBalance with the wonderful Eline Blomme from @TrueLayer.
Listen to Eline's episode here π bit.ly/3Vym5G4
#WomenInTech
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28 Nov 2022
Thanks for following ππ»
@RacquetsCourt @mumintech @awlindia @FutureWasteUK @Parlbyg @SimoneAplin @MericSevgiEren @PolytagUk @SERecyclingLtd @thepublicturner @cathgem2000 @WCLondon_fixers @kulmiyeaid @ProfOntography @stuh66 @kikuchilondon @Blinkered_Simon @FurberSteve #nefollowers
5
18 Oct 2022
... she shared some of her experiences which were really encouraging for me, a first time mum.
Being a #mumintech or any other industry is hard work, and I recommend this article lnkd.in/eWYbanXQ for anyone thinking of how best to support working mums.
#communitymanager
1
20 Sep 2021
Thanks @VirtualCoffeeIO for letting me share my experience as a #mumintech experiencing mum guilt at MinT meet-up.β€οΈ
Kudos to all mums wherever you are in your journey. In the world full of high expectations, we donβt always have to feel guilt tripped. You are doing brilliantly.
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22 Nov 2020
Grab today's issue of The Guardian Life Magazine, as @JuneAngelides she talks about helping other women, her passion about changing the Nigerian story, being a fun techie and more
#JuneAngelides #MumInTech #Technology #Tech #TechWoman #GuardianLife #GuardianLifeNG #TheGuardianNg
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9 Mar 2020
Lilylearn c'est l'aventure de 3 femmes passionnΓ©es d'Γ©ducation et de tech ! β¨
BientΓ΄t sur @ululeFR π lilylearn.com/ulule/
#edtech #techforgood #lilyteam #womenintech #mumintech #sansΓ©cran #lecture #ecofriendly
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