In this machine learning course by google you have not required any prior knowledge of machine learning.
You need some Basic mathematical algebra concepts, Tensor flow basics and some basic knowledge of Python programming which is I describe below which help you learning better about machine learning.
I am sure this course will help you learning about machine learning fundamental which increase your interest in machine learning.
What is tensor flow?
Tensor flow is open source library for data flow programming across a range of tasks. It is symbolic math library and is also used for machine learning application such as neural networks.
It is used by google and released under Apache 2.0 open source license.
for knowing about it or use it you can visit its official site https://www.tensorflow.org/.
Key concept and tools for this crash course
Math
Algebra
- Variable , coefficients and functions.
- Linear Equation
- Logarithms
- Sigmoid function
Linear Algebra
- Tensor and Tensor rank
- Matrix Multiplication
Statistics
- Mean, median and outliers.
- Ability to read a histogram.
Calculus
- Concept of derivative .
- Gradient or slope.
- Partials derivatives.
- Chain rules (for understanding Backpropagation algorithm for training neural networks).
Python programming
Basic Python
- Defining and calling function using positional and calling function.
- Dictionaries, list and sets.
- for loops.
- if/ else conditional blocks and expression.
- String formatting.
- variable assignment and basic data type.
- the pass statement.
Now some interesting topics which is discussed in course
- Framing
- Descending into ML
- Reducing Loss
- First step with Tensor Flow
- Generlization
- Training and test sets
- Validation
- Representation
- Feature crosses
- Regulerization
- Logistic regression
- Classification
- Introduction to Neural nets
- Training Neural nets
for more information Visit: https://developers.google.com/machine-learning/crash-course/
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She never wants to go back! LoL I know this is completely
off topic but I had to tell someone!
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Ankara Nakliyat Firması olarak biliyoruzki Evden eve nakliyat zor ve profesyonellik gerektiren bir iştir. Yetiştirilmiş eleman kadrosu, kapalı kasa araçlar, sigortalı taşımacılık, özenle seçilmiş paketleme malzemeleri, ücretsiz expertiz hizmeti, eşyalarınızın demontaj ve montaj işlemleri, tam zamanlı çalışma ve müşteri, memnuniyetini en ön planda tutmak gibi bir çok birikime sahibiz. Biliyoruz ki işinizi en güzel şekilde yerine getirecek firma biziz. Uzman kadromuz ve egitimini almış personellerimiz ile evden eve nakliyat, büro – ofis taşımacılığı, kurumsal nakliyat hizmeti sunmaktayız.
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Mersin nakliyat ile taşınmalar pürüzsüz şekilde yerine getiriliyor. Hem de bunu sağlayan tek bir firma yok. Onlarca firma Mersin nakliyat sektöründe görev yapmaktadır. Bizler nakliyat platformumuz sayesinde en iyi Mersin nakliyat firmalarını bünyemiz altında toplayarak müşterilerin işlerini kolaylaştırdık. Mersin evden eve nakliyat hizmeti almak isteyen müşteriler sitemiz aracılığıyla tek bir firmadan değil birçok firmadan anında nakliyat teklifi alabiliyorlar. Teklif sunan Mersin nakliyat firmalarının fiyatlarını karşılaştırarak tercih yapabiliyorlar. Bu sayede daha ucuza taşınmış olup sorunların yaşanmasına da engel olmuş durumdalar.
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