[Deep Learning] 神经网络编程基础 (Basics of Neural Network Programming) - 逻辑回归-梯度下降-计算图 在神经网络中,假如有m个训练集,我们想把他们加入训练,第一个想到得就是用一个for循环来遍历训练集,从而开始训练。但是在神经网络中,我们换一个计算方法,这就是前向传播和反向传播。 对于逻辑回归,就是找出...
第二周:神经网络的编程基础(Basics of Neural Network programming) 二分类(Binary Classification) 这周我们将学习神经网络的基础知识,其中需要注意的是,当实现一个神经网络的时候,我们需要知道一些非常重要的技术和技巧。例如有一个包含mm个样本的训练集,你很可能习惯于用一个 for 循环来遍历训练集中的每个样本,但是...
You could code yourself out of a wet paper bag, but once you were out of the bag, you would have no idea what to do next. (In case you're interested, the phrase, "You couldn't do [fill in topic] out of a wet paper bag" implies that your skills in a certain area are so ...
To start learning ML, you need to know the basics of R/Python, learn descriptive and inferential statistics, or enroll for a Machine learning course. Who should learn Machine Learning? How should beginners learn Machine Learning? Why should I learn Machine Learning? What is the best programming...
Learn the Basics of ABAP Programming on SAP BTPDeveloping Multitenant Applications in the ABAP Environment Check this certification as well:SAP Certified Associate - Back-End Developer - ABAP Cloud Become an SAP BTP Architect An SAP BTP Architect is responsible for designing and overseeing the ...
Understand and stay away of cargo cult "Right tool for the job" is just to push an agenda Learn the basics functional programming ALWAYS use timezones with your dates ALWAYS use UTF-8 Create libraries Learn to monitor Explicit is better than implicit Companies look for specialists but keep gen...
Covers all aspects of data science and machine learning, starting with the basics of programming (string, decision tree and controls, binary, loops, etc.) to intermediate programming topics (arrays, number systems, OOPs, sorting, hashing, recursion, etc.) to ML Engineering (Neural networks, NLP...
这份深度学习论文阅读路线分为三大块：Deep Learning History and BasicsDeep Learning MethodApplications深度...
The algorithm take a step downhill in the direction of steepest descent. \omega=\omega-\alpha\cdot d\omega\alpha>0为learning rate重要参数,影响运行速率d\omega决定移动方向 Derivatives slope of function Computation Graph Vectorization 用python的np.dot运行比for loop速度快300多倍 (当纬度为10000) ...
Understand and stay away of cargo cult "Right tool for the job" is just to push an agenda Learn the basics functional programming ALWAYS use timezones with your dates ALWAYS use UTF-8 Create libraries Learn to monitor Explicit is better than implicit Companies look for specialists but keep gen...