ML Fundamentals

Understanding Exponentially Weighted Averages (C2W2L04)

Bias Correction of Exponentially Weighted Averages (C2W2L05)

Machine Teaching for Better Machine Learning with Mark Hammond - #43

PYTHON && POETRY | 100 Days of Code 16

[MINI] Recurrent Neural Networks

Pandas Time Series Analysis 5: Period and PeriodIndex

Graduating From the Udacity Deep Learning Nanodegree | 100 Days of Code 15

Simple linear regression model. Geometrical representation

The linear regression model

Pandas Time Series Analysis 4: to_datetime

Smart Buildings & IoT with Yodit Stanton - #36

Dimensionality Reduction - The Math of Intelligence #5

Estimating Sheep Pain with Facial Recognition

Understanding Mini-Batch Gradient Dexcent (C2W2L02)

Mini Batch Gradient Descent (C2W2L01)

The Problem of Local Optima (C2W3L10)

Exponentially Weighted Averages (C2W2L03)

Gradient Checking Implementation Notes (C2W1L14)

Learning Rate Decay (C2W2L09)

Gradient Checking (C2W1L13)

Using an Appropriate Scale (C2W3L02)

deeplearning.ai's Heroes of Deep Learning: Andrej Karpathy

deeplearning.ai's Heroes of Deep Learning: Pieter Abbeel

deeplearning.ai's Heroes of Deep Learning: Ian Goodfellow

deeplearning.ai's Heroes of Deep Learning: Ruslan Salakhutdinov

deeplearning.ai's Heroes of Deep Learning: Yoshua Bengio

deeplearning.ai's Heroes of Deep Learning: Yuanqing Lin

Forward and Backward Propagation (C1W4L06)

Central limit theorem

The Normal Distribution

What is a distribution?

Skewness

Population vs Sample

GENERATING FACES WITH GANs | 100 Days of Code 14

Finishing the Treehouse Python Track | 100 Days of Code 13

Pandas Time Series Analysis 3: Holidays

Completing Andrew Ng's Machine Learning Course on Coursera | 100 Days of Code 12

Pandas Time Series Analysis Part 2: date_range

Pandas Time Series Analysis Part 1: DatetimeIndex and Resample

Learning about Generative Adversarial Networks on Udacity | 100 Days of Code 11

Expressive AI-Generated Music With Google's Performance RNN with Doug Eck - #32

Enhancing Customer Experiences with Emotional AI, w/ Rana el Kaliouby - #35

Video Object Detection at Scale with Reza Zadeh - #34

The Power of Probabilistic Programming with Ben Vigoda - #33

Udacity Deep Learning Nanodegree Language Translation Project Submission | 100 Days of Code 10

Python Pandas Tutorial 12. Stack Unstack

Natural Language Understanding for Amazon Alexa with Zornitsa Kozareva - #30

[MINI] The Vanishing Gradient