Learning JourneyCourses & Certifications
A collection of courses that have shaped my technical expertise
Natural Language Processing Specialization
Deeplearning.ai
110 hours
NLP with Classification and Vector SpacesProbabilistic ModelsSequence ModelsAttention Models
Completed: July 2024
Natural Language Processing with Attention Models
Coursera
26 hours
T5+BERT ModelsNeural Machine TranslationQuestion AnsweringAttention ModelsText Summarization
Completed: July 2024
Natural Language Processing with Sequence Models
Coursera
21 hours
Word EmbeddingSiamese NetworksSentiment with Neural NetsNatural Language GenerationNamed-Entity Recognition
Completed: July 2024
Natural Language Processing with Probabilistic Models
Coursera
30 hours
N-gram Language ModelsAutocorrectParts-of-Speech TaggingWord2vec
Completed: June 2024
Natural Language Processing with Classification & Vector Spaces
Coursera
33 hours
Machine TranslationLocality-Sensitive HashingSentiment AnalysisWord EmbeddingsVector Space Models
Completed: June 2024
Deep Learning Specialization
Deeplearning.ai
125 hours
Neural Networks and Deep LearningHyperparameter Tuning, Regularization and OptimizationConvolutional Neural NetworksSequence Models
Completed: June 2024
Sequence Models
Coursera
37 hours
Gated Recurrent Unit (GRU)Recurrent Neural NetworkNatural Language ProcessingLong Short Term Memory (LSTM)Attention Models
Completed: June 2024
Convolutional Neural Networks
Coursera
35 hours
Convolutional Neural NetworkDeep LearningTensorflowFacial Recognition SystemObject Detection and Segmentation
Completed: April 2024
Structuring Machine Learning Projects
Coursera
6 hours
Machine LearningDeep LearningMulti-Task LearningInductive TransferDecision-Making
Completed: March 2024
Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
Coursera
23 hours
Optimization AlgorithmsPractical Aspects of Deep LearningHyperparameter tuningMathematical Optimization
Completed: March 2024
Machine Learning With Python
IBM
13 hours
Machine LearningRegressionHierarchical ClusteringClassificationSciPy and scikit-learn
Completed: October 2023
Machine Learning Specialization
Deeplearning.ai
94 hours
Regression and ClassificationAdvanced Learning AlgorithmsRecommenders and Reinforcement Learning
Completed: September 2023
Unsupervised Learning, Recommendars, Reimforcement Learning
Coursera
27 hours
Unsupervised LearningAnomaly DetectionReinforcement LearningCollaborative FilteringRecommender Systems
Completed: September 2023
Advanced Learning Algorithms
Coursera
34 hours
TensorflowAdvice for Model DevelopmentArtificial Neural NetworkXgboostTree Ensembles
Completed: August 2023
Supervised Machine Learning: Regression and Classification
Coursera
33 hours
Linear RegressionGradient DescentRegularization to Avoid OverfittingLogistic Regression for Classification
Completed: July 2023