Summaries of DeepLearningAI Videos 📚

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Mastering RLHF with AWS: A Hands-on Workshop on Reinforcement Learning from Human Feedback thumbnail
Mastering RLHF with AWS: A Hands-on Workshop on Reinforcement Learning from Human Feedback
DeepLearningAI
#29 AI for Good Specialization [Course 1, Week 3, Lesson 1] thumbnail
#29 AI for Good Specialization [Course 1, Week 3, Lesson 1]
DeepLearningAI
#22 Machine Learning Specialization [Course 1, Week 2, Lesson 1] thumbnail
#22 Machine Learning Specialization [Course 1, Week 2, Lesson 1]
DeepLearningAI
#27 AI for Good Specialization [Course 1, Week 2, Lesson 2] thumbnail
#27 AI for Good Specialization [Course 1, Week 2, Lesson 2]
DeepLearningAI
#10 AI for Good Specialization [Course 1, Week 1, Lesson 3] thumbnail
#10 AI for Good Specialization [Course 1, Week 1, Lesson 3]
DeepLearningAI
#14 AI for Good Specialization [Course 1, Week 2, Lesson 1] thumbnail
#14 AI for Good Specialization [Course 1, Week 2, Lesson 1]
DeepLearningAI
New course with AWS: Serverless LLM apps with Amazon Bedrock thumbnail
New course with AWS: Serverless LLM apps with Amazon Bedrock
DeepLearningAI
FastAPI for Machine Learning: Live coding an ML web application. thumbnail
FastAPI for Machine Learning: Live coding an ML web application.
DeepLearningAI
#32 AI for Good Specialization [Course 1, Week 3, Lesson 1] thumbnail
#32 AI for Good Specialization [Course 1, Week 3, Lesson 1]
DeepLearningAI
#6 Machine Learning Specialization [Course 1, Week 1, Lesson 2] thumbnail
#6 Machine Learning Specialization [Course 1, Week 1, Lesson 2]
DeepLearningAI
#30 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 6] thumbnail
#30 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 6]
DeepLearningAI
#39 Machine Learning Specialization [Course 1, Week 3, Lesson 4] thumbnail
#39 Machine Learning Specialization [Course 1, Week 3, Lesson 4]
DeepLearningAI
#24 Machine Learning Specialization [Course 1, Week 2, Lesson 1] thumbnail
#24 Machine Learning Specialization [Course 1, Week 2, Lesson 1]
DeepLearningAI
C4W2L02 Classic Network thumbnail
C4W2L02 Classic Network
DeepLearningAI
New course with LangChain: Build LLM Apps with LangChain.js thumbnail
New course with LangChain: Build LLM Apps with LangChain.js
DeepLearningAI
#17 Machine Learning Specialization [Course 1, Week 1, Lesson 4] thumbnail
#17 Machine Learning Specialization [Course 1, Week 1, Lesson 4]
DeepLearningAI
Train/Dev/Test Sets (C2W1L01) thumbnail
Train/Dev/Test Sets (C2W1L01)
DeepLearningAI
Adam Optimization Algorithm (C2W2L08) thumbnail
Adam Optimization Algorithm (C2W2L08)
DeepLearningAI
C4W3L04 Convolutional Implementation Sliding Windows thumbnail
C4W3L04 Convolutional Implementation Sliding Windows
DeepLearningAI
Data-centric AI: Real World Approaches thumbnail
Data-centric AI: Real World Approaches
DeepLearningAI
deeplearning.ai's Heroes of Deep Learning: Ian Goodfellow thumbnail
deeplearning.ai's Heroes of Deep Learning: Ian Goodfellow
DeepLearningAI
New course with Neo4J: Knowledge Graphs for RAG thumbnail
New course with Neo4J: Knowledge Graphs for RAG
DeepLearningAI
#7 Machine Learning Specialization [Course 1, Week 1, Lesson 2] thumbnail
#7 Machine Learning Specialization [Course 1, Week 1, Lesson 2]
DeepLearningAI
Forward Propagation in a Deep Network (C1W4L02) thumbnail
Forward Propagation in a Deep Network (C1W4L02)
DeepLearningAI
Beyond Jupyter Notebooks: MLOps Environment Setup & First Deployment thumbnail
Beyond Jupyter Notebooks: MLOps Environment Setup & First Deployment
DeepLearningAI
Vectorizing Across Multiple Examples (C1W3L04) thumbnail
Vectorizing Across Multiple Examples (C1W3L04)
DeepLearningAI
#10 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 2] thumbnail
#10 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 2]
DeepLearningAI
How to Build, Evaluate, and Iterate on LLM Agents thumbnail
How to Build, Evaluate, and Iterate on LLM Agents
DeepLearningAI
#14 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 6] thumbnail
#14 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 6]
DeepLearningAI
DeepLearning.AI NLP Learner Community Event ft. Luis Alaniz thumbnail
DeepLearning.AI NLP Learner Community Event ft. Luis Alaniz
DeepLearningAI
Broadcasting in Python (C1W2L15) thumbnail
Broadcasting in Python (C1W2L15)
DeepLearningAI
#34 Machine Learning Specialization [Course 1, Week 3, Lesson 2] thumbnail
#34 Machine Learning Specialization [Course 1, Week 3, Lesson 2]
DeepLearningAI
TensorFlow (C2W3L11) thumbnail
TensorFlow (C2W3L11)
DeepLearningAI
Single Number Evaluation Metric (C3W1L03) thumbnail
Single Number Evaluation Metric (C3W1L03)
DeepLearningAI
C4W4L10 Style Cost Function thumbnail
C4W4L10 Style Cost Function
DeepLearningAI
#5 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 5] thumbnail
#5 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 5]
DeepLearningAI
Exponentially Weighted Averages (C2W2L03) thumbnail
Exponentially Weighted Averages (C2W2L03)
DeepLearningAI
#4 Machine Learning Specialization [Course 1, Week 1, Lesson 2] thumbnail
#4 Machine Learning Specialization [Course 1, Week 1, Lesson 2]
DeepLearningAI
Vanishing/Exploding Gradients (C2W1L10) thumbnail
Vanishing/Exploding Gradients (C2W1L10)
DeepLearningAI
Why Regularization Reduces Overfitting (C2W1L05) thumbnail
Why Regularization Reduces Overfitting (C2W1L05)
DeepLearningAI
#8 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 8] thumbnail
#8 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 8]
DeepLearningAI
#41 Machine Learning Specialization [Course 1, Week 3, Lesson 4] thumbnail
#41 Machine Learning Specialization [Course 1, Week 3, Lesson 4]
DeepLearningAI
Random Initialization (C1W3L11) thumbnail
Random Initialization (C1W3L11)
DeepLearningAI
Quick Tour of Jupyter/iPython Notebooks (C1W2L17) thumbnail
Quick Tour of Jupyter/iPython Notebooks (C1W2L17)
DeepLearningAI
#5 AI for Good Specialization [Course 1, Week 1, Lesson 2] thumbnail
#5 AI for Good Specialization [Course 1, Week 1, Lesson 2]
DeepLearningAI
Branching out of the Notebook: ML Application Development with GitHub thumbnail
Branching out of the Notebook: ML Application Development with GitHub
DeepLearningAI
Pie & AI Medellín: A Discussion with Andrew Ng and Helmuth Trefftz thumbnail
Pie & AI Medellín: A Discussion with Andrew Ng and Helmuth Trefftz
DeepLearningAI
#1 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 1] thumbnail
#1 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 1]
DeepLearningAI
#37 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 13] thumbnail
#37 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 13]
DeepLearningAI
Gradient Checking Implementation Notes (C2W1L14) thumbnail
Gradient Checking Implementation Notes (C2W1L14)
DeepLearningAI
#24 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 16] thumbnail
#24 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 16]
DeepLearningAI
Heroes of NLP: Oren Etzioni thumbnail
Heroes of NLP: Oren Etzioni
DeepLearningAI
Explanation For Vectorized Implementation (C1W3L05) thumbnail
Explanation For Vectorized Implementation (C1W3L05)
DeepLearningAI
Derivatives Of Activation Functions (C1W3L08) thumbnail
Derivatives Of Activation Functions (C1W3L08)
DeepLearningAI
#28 AI for Good Specialization [Course 1, Week 2, Lesson 2] thumbnail
#28 AI for Good Specialization [Course 1, Week 2, Lesson 2]
DeepLearningAI
#22 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 14] thumbnail
#22 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 14]
DeepLearningAI
AI X Real World thumbnail
AI X Real World
DeepLearningAI
#16 Machine Learning Specialization [Course 1, Week 1, Lesson 4] thumbnail
#16 Machine Learning Specialization [Course 1, Week 1, Lesson 4]
DeepLearningAI
#13 AI for Good Specialization [Course 1, Week 2, Lesson 1] thumbnail
#13 AI for Good Specialization [Course 1, Week 2, Lesson 1]
DeepLearningAI
Transfer Learning (C3W2L07) thumbnail
Transfer Learning (C3W2L07)
DeepLearningAI
#1 AI for Good Specialization [Course 1, Week 1, Lesson 1] thumbnail
#1 AI for Good Specialization [Course 1, Week 1, Lesson 1]
DeepLearningAI
DeepLearning.AI NLP Learner Community Event ft.Valeri Voev thumbnail
DeepLearning.AI NLP Learner Community Event ft.Valeri Voev
DeepLearningAI
Mitigating LLM Hallucinations with a Metrics-First Evaluation Framework thumbnail
Mitigating LLM Hallucinations with a Metrics-First Evaluation Framework
DeepLearningAI
Train/Dev/Test Set Distributions (C3W1L05) thumbnail
Train/Dev/Test Set Distributions (C3W1L05)
DeepLearningAI
AI Access: Integrating Design and Technical Innovation in AI-First Products thumbnail
AI Access: Integrating Design and Technical Innovation in AI-First Products
DeepLearningAI
#27 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 3] thumbnail
#27 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 3]
DeepLearningAI
#29 Machine Learning Specialization [Course 1, Week 2, Lesson 2] thumbnail
#29 Machine Learning Specialization [Course 1, Week 2, Lesson 2]
DeepLearningAI
New course with Meta: Prompt Engineering with Llama 2 thumbnail
New course with Meta: Prompt Engineering with Llama 2
DeepLearningAI
DeepLearning.AI Learner Community Event ft. Neelesh Kamkolkar thumbnail
DeepLearning.AI Learner Community Event ft. Neelesh Kamkolkar
DeepLearningAI
#11 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 3] thumbnail
#11 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 3]
DeepLearningAI
#33 Machine Learning Specialization [Course 1, Week 3, Lesson 1] thumbnail
#33 Machine Learning Specialization [Course 1, Week 3, Lesson 1]
DeepLearningAI
#9 Machine Learning Specialization [Course 1, Week 1, Lesson 3] thumbnail
#9 Machine Learning Specialization [Course 1, Week 1, Lesson 3]
DeepLearningAI
#15 Machine Learning Specialization [Course 1, Week 1, Lesson 4] thumbnail
#15 Machine Learning Specialization [Course 1, Week 1, Lesson 4]
DeepLearningAI
LangChain for LLM Application Development: A short course by DeepLearning.AI thumbnail
LangChain for LLM Application Development: A short course by DeepLearning.AI
DeepLearningAI
C5W3L03 Beam Search thumbnail
C5W3L03 Beam Search
DeepLearningAI
C4W1L09 Pooling Layers thumbnail
C4W1L09 Pooling Layers
DeepLearningAI
#27 Machine Learning Specialization [Course 1, Week 2, Lesson 2] thumbnail
#27 Machine Learning Specialization [Course 1, Week 2, Lesson 2]
DeepLearningAI
#26 Machine Learning Specialization [Course 1, Week 2, Lesson 2] thumbnail
#26 Machine Learning Specialization [Course 1, Week 2, Lesson 2]
DeepLearningAI
#25 Machine Learning Specialization [Course 1, Week 2, Lesson 2] thumbnail
#25 Machine Learning Specialization [Course 1, Week 2, Lesson 2]
DeepLearningAI
#28 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 4] thumbnail
#28 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 4]
DeepLearningAI
deeplearning.ai Learner Community Event ft. Roger Smith thumbnail
deeplearning.ai Learner Community Event ft. Roger Smith
DeepLearningAI
[AI Access] Applied Analytics from End-to-End thumbnail
[AI Access] Applied Analytics from End-to-End
DeepLearningAI
Explanation of Logistic Regression's Cost Function (C1W2L18) thumbnail
Explanation of Logistic Regression's Cost Function (C1W2L18)
DeepLearningAI
Neural Network Representations (C1W3L02) thumbnail
Neural Network Representations (C1W3L02)
DeepLearningAI
Build First System Quickly, Then Iterate (C3W2L03) thumbnail
Build First System Quickly, Then Iterate (C3W2L03)
DeepLearningAI
#11 AI for Good Specialization [Course 1, Week 2, Lesson 1] thumbnail
#11 AI for Good Specialization [Course 1, Week 2, Lesson 1]
DeepLearningAI
The Problem of Local Optima (C2W3L10) thumbnail
The Problem of Local Optima (C2W3L10)
DeepLearningAI
C5W3L02 Picking the most likely sentence thumbnail
C5W3L02 Picking the most likely sentence
DeepLearningAI
The Impact of AI for Social Good thumbnail
The Impact of AI for Social Good
DeepLearningAI
Navigating LLM Threats: Detecting Prompt Injections and Jailbreaks thumbnail
Navigating LLM Threats: Detecting Prompt Injections and Jailbreaks
DeepLearningAI
#19 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 11] thumbnail
#19 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 11]
DeepLearningAI
deeplearning.ai's Heroes of Deep Learning: Yuanqing Lin thumbnail
deeplearning.ai's Heroes of Deep Learning: Yuanqing Lin
DeepLearningAI
#21 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 13] thumbnail
#21 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 13]
DeepLearningAI
#4 AI for Good Specialization [Course 1, Week 1, Lesson 1] thumbnail
#4 AI for Good Specialization [Course 1, Week 1, Lesson 1]
DeepLearningAI
C4W4L01 What is face recognition thumbnail
C4W4L01 What is face recognition
DeepLearningAI
What is end-to-end deep learning? (C3W2L09) thumbnail
What is end-to-end deep learning? (C3W2L09)
DeepLearningAI
#2 AI for Good Specialization [Course 1, Week 1, Lesson 1] thumbnail
#2 AI for Good Specialization [Course 1, Week 1, Lesson 1]
DeepLearningAI
C4W2L06 Inception Network Motivation thumbnail
C4W2L06 Inception Network Motivation
DeepLearningAI
LangChain: Chat with Your Data by DeepLearning.AI Now Available thumbnail
LangChain: Chat with Your Data by DeepLearning.AI Now Available
DeepLearningAI
A Note on Python/Numpy Vectors (C1W2L16) thumbnail
A Note on Python/Numpy Vectors (C1W2L16)
DeepLearningAI
Break into NLP hosted by deeplearning.ai thumbnail
Break into NLP hosted by deeplearning.ai
DeepLearningAI
#28 Machine Learning Specialization [Course 1, Week 2, Lesson 2] thumbnail
#28 Machine Learning Specialization [Course 1, Week 2, Lesson 2]
DeepLearningAI
Break into AI: I took an online course, what's next? thumbnail
Break into AI: I took an online course, what's next?
DeepLearningAI
Fitting Batch Norm Into Neural Networks (C2W3L05) thumbnail
Fitting Batch Norm Into Neural Networks (C2W3L05)
DeepLearningAI
Prioritizing AI/ML Projects in Your Organization thumbnail
Prioritizing AI/ML Projects in Your Organization
DeepLearningAI
Machine Learning Engineering for Production (MLOps) thumbnail
Machine Learning Engineering for Production (MLOps)
DeepLearningAI
C3W1L08 WhyHumanLevelPerformance thumbnail
C3W1L08 WhyHumanLevelPerformance
DeepLearningAI
C4W1L07 One Layer of a Convolutional Net thumbnail
C4W1L07 One Layer of a Convolutional Net
DeepLearningAI
Building with Instruction-Tuned LLMs: A Step-by-Step Guide thumbnail
Building with Instruction-Tuned LLMs: A Step-by-Step Guide
DeepLearningAI
DeepLearning.AI NLP Learner Community Event ft. Sachin Wani thumbnail
DeepLearning.AI NLP Learner Community Event ft. Sachin Wani
DeepLearningAI
C4W3L08 Anchor Boxes thumbnail
C4W3L08 Anchor Boxes
DeepLearningAI
Practical Data Science on AWS: Generative AI thumbnail
Practical Data Science on AWS: Generative AI
DeepLearningAI
Step-by-Step Natural Language Processing Workshop: From Data to Deployment thumbnail
Step-by-Step Natural Language Processing Workshop: From Data to Deployment
DeepLearningAI
#9 AI for Good Specialization [Course 1, Week 1, Lesson 3] thumbnail
#9 AI for Good Specialization [Course 1, Week 1, Lesson 3]
DeepLearningAI
#31 AI for Good Specialization [Course 1, Week 3, Lesson 1] thumbnail
#31 AI for Good Specialization [Course 1, Week 3, Lesson 1]
DeepLearningAI
Welcome (Deep Learning Specialization C1W1L01) thumbnail
Welcome (Deep Learning Specialization C1W1L01)
DeepLearningAI
#23 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 15] thumbnail
#23 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 15]
DeepLearningAI
Ask Me Anything about Natural Language Processing (NLP) thumbnail
Ask Me Anything about Natural Language Processing (NLP)
DeepLearningAI
Addressing Data Mismatch (C3W2L06) thumbnail
Addressing Data Mismatch (C3W2L06)
DeepLearningAI
#29 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 5] thumbnail
#29 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 5]
DeepLearningAI
#18 Machine Learning Specialization [Course 1, Week 1, Lesson 4] thumbnail
#18 Machine Learning Specialization [Course 1, Week 1, Lesson 4]
DeepLearningAI
#17 AI for Good Specialization [Course 1, Week 2, Lesson 1] thumbnail
#17 AI for Good Specialization [Course 1, Week 2, Lesson 1]
DeepLearningAI
Tuning Process (C2W3L01) thumbnail
Tuning Process (C2W3L01)
DeepLearningAI
Orthogonalization (C3W1L02 ) thumbnail
Orthogonalization (C3W1L02 )
DeepLearningAI
#33 AI for Good Specialization [Course 1, Week 3, Lesson 1] thumbnail
#33 AI for Good Specialization [Course 1, Week 3, Lesson 1]
DeepLearningAI
Grow Your Career in the Industry as an ML Practitioner thumbnail
Grow Your Career in the Industry as an ML Practitioner
DeepLearningAI
Derivatives (C1W2L05) thumbnail
Derivatives (C1W2L05)
DeepLearningAI
New course with Giskard: Red Teaming LLM Applications thumbnail
New course with Giskard: Red Teaming LLM Applications
DeepLearningAI
More Vectorization Examples (C1W2L12) thumbnail
More Vectorization Examples (C1W2L12)
DeepLearningAI
Batch Norm At Test Time (C2W3L07) thumbnail
Batch Norm At Test Time (C2W3L07)
DeepLearningAI
Cleaning Up Incorrectly Labelled Data (C3W2L02) thumbnail
Cleaning Up Incorrectly Labelled Data (C3W2L02)
DeepLearningAI
Activation Functions (C1W3L06) thumbnail
Activation Functions (C1W3L06)
DeepLearningAI
#20 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 12] thumbnail
#20 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 12]
DeepLearningAI
Andrew Ng at Amazon re:MARS 2019 thumbnail
Andrew Ng at Amazon re:MARS 2019
DeepLearningAI
How to transition into a career in ML/AI thumbnail
How to transition into a career in ML/AI
DeepLearningAI
#8 Machine Learning Specialization [Course 1, Week 1, Lesson 2] thumbnail
#8 Machine Learning Specialization [Course 1, Week 1, Lesson 2]
DeepLearningAI
#38 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 14] thumbnail
#38 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 14]
DeepLearningAI
Multitask Learning (C3W2L08) thumbnail
Multitask Learning (C3W2L08)
DeepLearningAI
C4W2L04 Why ResNets Work thumbnail
C4W2L04 Why ResNets Work
DeepLearningAI
#38 Machine Learning Specialization [Course 1, Week 3, Lesson 4] thumbnail
#38 Machine Learning Specialization [Course 1, Week 3, Lesson 4]
DeepLearningAI
#12 AI for Good Specialization [Course 1, Week 2, Lesson 1] thumbnail
#12 AI for Good Specialization [Course 1, Week 2, Lesson 1]
DeepLearningAI
Training and Testing on Different Distributions (C3W2L04) thumbnail
Training and Testing on Different Distributions (C3W2L04)
DeepLearningAI
#12 Machine Learning Specialization [Course 1, Week 1, Lesson 3] thumbnail
#12 Machine Learning Specialization [Course 1, Week 1, Lesson 3]
DeepLearningAI
#30 Machine Learning Specialization [Course 1, Week 2, Lesson 2] thumbnail
#30 Machine Learning Specialization [Course 1, Week 2, Lesson 2]
DeepLearningAI
Forward and Backward Propagation (C1W4L06) thumbnail
Forward and Backward Propagation (C1W4L06)
DeepLearningAI
Climbing the Corporate AI Ladder -DeepLearning.AI & FourthBrain thumbnail
Climbing the Corporate AI Ladder -DeepLearning.AI & FourthBrain
DeepLearningAI
#20 AI for Good Specialization [Course 1, Week 2, Lesson 2] thumbnail
#20 AI for Good Specialization [Course 1, Week 2, Lesson 2]
DeepLearningAI
Binary Classification (C1W2L01) thumbnail
Binary Classification (C1W2L01)
DeepLearningAI
#8 AI for Good Specialization [Course 1, Week 1, Lesson 2] thumbnail
#8 AI for Good Specialization [Course 1, Week 1, Lesson 2]
DeepLearningAI
#23 Machine Learning Specialization [Course 1, Week 2, Lesson 1] thumbnail
#23 Machine Learning Specialization [Course 1, Week 2, Lesson 1]
DeepLearningAI
#7 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 7] thumbnail
#7 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 7]
DeepLearningAI
#35 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 11] thumbnail
#35 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 11]
DeepLearningAI
C4W2L07 Inception Network thumbnail
C4W2L07 Inception Network
DeepLearningAI
Derivatives With Computation Graphs (C1W2L08) thumbnail
Derivatives With Computation Graphs (C1W2L08)
DeepLearningAI
#19 Machine Learning Specialization [Course 1, Week 1, Lesson 4] thumbnail
#19 Machine Learning Specialization [Course 1, Week 1, Lesson 4]
DeepLearningAI
#10 Machine Learning Specialization [Course 1, Week 1, Lesson 3] thumbnail
#10 Machine Learning Specialization [Course 1, Week 1, Lesson 3]
DeepLearningAI
C4W3L06 Intersection Over Union thumbnail
C4W3L06 Intersection Over Union
DeepLearningAI
C5W3L10 Trigger Word Detection thumbnail
C5W3L10 Trigger Word Detection
DeepLearningAI
Bias and Variance With Mismatched Data (C3W2L05) thumbnail
Bias and Variance With Mismatched Data (C3W2L05)
DeepLearningAI
Supervised Learning with a Neural Network (C1W1L03) thumbnail
Supervised Learning with a Neural Network (C1W1L03)
DeepLearningAI
Building Production-Grade LLM Apps thumbnail
Building Production-Grade LLM Apps
DeepLearningAI
#36 AI for Good Specialization [Course 1, Week 3, Lesson 2] thumbnail
#36 AI for Good Specialization [Course 1, Week 3, Lesson 2]
DeepLearningAI
Aligning LLMs with Direct Preference Optimization thumbnail
Aligning LLMs with Direct Preference Optimization
DeepLearningAI
Why is deep learning taking off? (C1W1L04) thumbnail
Why is deep learning taking off? (C1W1L04)
DeepLearningAI
#24 AI for Good Specialization [Course 1, Week 2, Lesson 2] thumbnail
#24 AI for Good Specialization [Course 1, Week 2, Lesson 2]
DeepLearningAI
C4W3L01 Object Localization thumbnail
C4W3L01 Object Localization
DeepLearningAI
#3 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 3] thumbnail
#3 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 3]
DeepLearningAI
C4W4L11 1D and 3D Generalizations thumbnail
C4W4L11 1D and 3D Generalizations
DeepLearningAI
Protecting Front line American Healthcare Workers Fighting COVID19: Lessons from South Korea thumbnail
Protecting Front line American Healthcare Workers Fighting COVID19: Lessons from South Korea
DeepLearningAI
How To Read AI Research Papers Effectively thumbnail
How To Read AI Research Papers Effectively
DeepLearningAI
#6 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 6] thumbnail
#6 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 6]
DeepLearningAI
AI+X: AI Innovation in Healthcare thumbnail
AI+X: AI Innovation in Healthcare
DeepLearningAI
#26 AI for Good Specialization [Course 1, Week 2, Lesson 2] thumbnail
#26 AI for Good Specialization [Course 1, Week 2, Lesson 2]
DeepLearningAI
#5 Machine Learning Specialization [Course 1, Week 1, Lesson 2] thumbnail
#5 Machine Learning Specialization [Course 1, Week 1, Lesson 2]
DeepLearningAI
C4W2L11 State of Computer Vision thumbnail
C4W2L11 State of Computer Vision
DeepLearningAI
#15 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 7] thumbnail
#15 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 7]
DeepLearningAI
Bias Correction of Exponentially Weighted Averages (C2W2L05) thumbnail
Bias Correction of Exponentially Weighted Averages (C2W2L05)
DeepLearningAI
Efficient Fine-Tuning for Llama-v2-7b on a Single GPU thumbnail
Efficient Fine-Tuning for Llama-v2-7b on a Single GPU
DeepLearningAI
RMSProp (C2W2L07) thumbnail
RMSProp (C2W2L07)
DeepLearningAI
Understanding Exponentially Weighted Averages (C2W2L04) thumbnail
Understanding Exponentially Weighted Averages (C2W2L04)
DeepLearningAI
Bias/Variance (C2W1L02) thumbnail
Bias/Variance (C2W1L02)
DeepLearningAI
#36 Machine Learning Specialization [Course 1, Week 3, Lesson 3] thumbnail
#36 Machine Learning Specialization [Course 1, Week 3, Lesson 3]
DeepLearningAI
#21 AI for Good Specialization [Course 1, Week 2, Lesson 2] thumbnail
#21 AI for Good Specialization [Course 1, Week 2, Lesson 2]
DeepLearningAI
Logistic Regression Cost Function (C1W2L03) thumbnail
Logistic Regression Cost Function (C1W2L03)
DeepLearningAI
#34 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 10] thumbnail
#34 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 10]
DeepLearningAI
#12 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 4] thumbnail
#12 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 4]
DeepLearningAI
DeepLearning.AI NLP Learner Community Event ft. Nikesh Bajaj thumbnail
DeepLearning.AI NLP Learner Community Event ft. Nikesh Bajaj
DeepLearningAI
Other Regularization Methods (C2W1L08) thumbnail
Other Regularization Methods (C2W1L08)
DeepLearningAI
#21 Machine Learning Specialization [Course 1, Week 2, Lesson 1] thumbnail
#21 Machine Learning Specialization [Course 1, Week 2, Lesson 1]
DeepLearningAI
#16 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 8] thumbnail
#16 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 8]
DeepLearningAI
Data Scientist vs. Machine Learning Engineer thumbnail
Data Scientist vs. Machine Learning Engineer
DeepLearningAI
C4W3L03 Object Detection thumbnail
C4W3L03 Object Detection
DeepLearningAI
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C4W1L08 Simple Convolutional Network Example
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#32 Machine Learning Specialization [Course 1, Week 3, Lesson 1]
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#14 Machine Learning Specialization [Course 1, Week 1, Lesson 3]
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#20 Machine Learning Specialization [Course 1, Week 1, Lesson 4]
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When to Change Dev/Test Sets (C3W1L07)
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Neural Network Overview (C1W3L01)
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#37 Machine Learning Specialization [Course 1, Week 3, Lesson 4]
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C4W2L05 Network In Network
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Founding an AI Startup: Dos & Don'ts of Building a Company
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New course with Google Cloud: Reinforcement Learning from Human Feedback (RLHF)
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C4W3L02 Landmark Detection
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#22 AI for Good Specialization [Course 1, Week 1, Lesson 1]
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Computation Graph (C1W2L07)
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#18 AI for Good Specialization [Course 1, Week 2, Lesson 1]
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#30 AI for Good Specialization [Course 1, Week 3, Lesson 1]
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Whether to Use End-To-End Deep Learning (C3W2L10)
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Using an Appropriate Scale (C2W3L02)
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Learner Spotlight: My Journey into AI
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Hyperparameter Tuning in Practice (C2W3L03)
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Numerical Approximations of Gradients (C2W1L12)
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Ones To Watch: Christine Payne
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DeepLearning.AI NLP Learner Community Event ft. Mo Rebaie
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AI + X: Don’t Switch Careers, Add AI
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Why Deep Representations? (C1W4L04)
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C4W4L02 One Shot Learning
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Vectorization (C1W2L11)
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Computing Neural Network Output (C1W3L03)
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What is a Neural Network? (C1W1L02)
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C5W3L04 Refining Beam Search
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New course with Hugging Face: Open Source Models with Hugging Face
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Deep Dive into LLM Evaluation with Weights & Biases
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#3 AI for Good Specialization [Course 1, Week 1, Lesson 1]
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GANs for Good- A Virtual Expert Panel by DeepLearning.AI
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Understanding Human-Level Performance? (C3W1L10)
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deeplearning.ai's Heroes of Deep Learning: Yoshua Bengio
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Prompt-Engineering for Open-Source LLMs
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DeepLearning.AI Learner Community Event ft. Ghaith Sankari
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Turbocharge Your RAG Applications with Powerful RAG Analytics
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Softmax Regression (C2W3L08)
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Learning Rate Decay (C2W2L09)
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#11 Machine Learning Specialization [Course 1, Week 1, Lesson 3]
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Normalizing Activations in a Network (C2W3L04)
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#25 AI for Good Specialization [Course 1, Week 2, Lesson 2]
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Pie & AI: Real-world AI Applications in Medicine
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#2 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 2]
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#6 AI for Good Specialization [Course 1, Week 1, Lesson 2]
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Why Non-linear Activation Functions (C1W3L07)
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Heroes of NLP: Chris Manning
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Expert Panel: Optimizing BizOps with AI
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Pathways in Machine Learning/Data Science
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#34 AI for Good Specialization [Course 1, Week 3, Lesson 1]
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Normalizing Inputs (C2W1L09)
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C4W2L09 Transfer Learning
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#16 AI for Good Specialization [Course 1, Week 2, Lesson 1]
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#31 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 7]
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Building Multi-Modal Search with Vector Databases
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Pie & AI: TensorFlow Specialization Launch @ Google HQ
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#17 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 9]
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Carrying Out Error Analysis (C3W2L01)
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Satisficing and Optimizing Metrics (C3W1L04)
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#35 AI for Good Specialization [Course 1, Week 3, Lesson 1]
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LLM Agent Fine-Tuning: Enhancing Task Automation with Weights & Biases
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Sizeof Dev and Test Sets (C3W1L06)
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AI for Good: A discussion on addressing real-world problems with AI
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Landing an ML Job- secrets from technical recruiters
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C4W1L05 Strided Convolutions
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deeplearning.ai's Heroes of Deep Learning: Yann LeCun
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C5W3L09 SpeechRecog
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Landing a Job in AI: Hiring Secrets from Technical Recruiters
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#33 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 9]
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#40 Machine Learning Specialization [Course 1, Week 3, Lesson 4]
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#39 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 15]
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Building Blocks of a Deep Neural Network (C1W4L05)
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Surpassing Human-Level Performance (C3W1L11)
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Basic Recipe for Machine Learning (C2W1L03)
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Getting Matrix Dimensions Right (C1W4L03)
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Heroes of NLP: Quoc Le
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C4W2L01 Why look at case studies?
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#2 Machine Learning Specialization [Course 1, Week 1, Lesson 1]
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Backpropagation Intuition (C1W3L10)
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#31 Machine Learning Specialization [Course 1, Week 3, Lesson 1]
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#15 AI for Good Specialization [Course 1, Week 2, Lesson 1]
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#7 AI for Good Specialization [Course 1, Week 1, Lesson 2]
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XAI: Learning Fairness with Interpretable Machine
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#3 Machine Learning Specialization [Course 1, Week 1, Lesson 2]
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#25 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 1]
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C4W1L11 Why Convolutions
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C4W1L01 Computer Vision
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Yann LeCun and Andrew Ng: Why the 6-month AI Pause is a Bad Idea
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#13 Machine Learning Specialization [Course 1, Week 1, Lesson 3]
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New course with Google Cloud: Understanding and Applying Text Embeddings with Vertex AI
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C4W4L07 What are deep CNs learning?
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deeplearning.ai's Heroes of Deep Learning: Andrej Karpathy
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#32 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3, Lesson 8]
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C4W4L03 Siamese Network
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Vectorizing Logistic Regression's Gradient Computation (C1W2L14)
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#13 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 5]
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Building Machine Learning Apps with Hugging Face: LLMs to Diffusion Modeling
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Weight Initialization in a Deep Network (C2W1L11)
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#26 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 3 Lesson 2]
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A Chat with Andrew on MLOps: From Model-centric to Data-centric AI
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C5W3L05 Error Analysis of Beam Search
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Deep L-Layer Neural Network (C1W4L01)
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C4W1L03 More Edge Detection
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C4W1L02 Edge Detection Examples
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#35 Machine Learning Specialization [Course 1, Week 3, Lesson 2]
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Why Does Batch Norm Work? (C2W3L06)
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How to Build a Real-World AI Project Portfolio
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Heroes of NLP: Kathleen McKeown
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DeepLearning.AI Learner Community Event ft. Ignacio Martinez
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Training Softmax Classifier (C2W3L09)
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Accelerating Your AI Career
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How to #BeADeepLearner
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