Experience the need & intuition of language features from machine learning and project driven perspective. Get the self-confidence to code any machine learning, deep learning and math logics in python by working on real python mini projects.
Experience & Master python language, machine learning algorithms, mathematical modelling and applied ML technology skills required to solve the most common machine learning problems that arise across many business verticals: Binary Classification(Hard), Binary Classification(Soft), MultiClass Classificatin, Regression, Dimensionality Reduction, also indepth understanding of AutoML.
Experience & Master python language, machine learning fundamentals, mathematical modelling & applied BIG ML technology skills required to solve 9 most common bigdata machine learning problems that arise across many business verticals: Classification, Regression, TimeSeries Forecasting, Recommender Systems, Density Estimation, Dimensionality Reduction, Clustering, Association Analysis and Outlier Detection.
Experience & Master python language, deep learning fundamentals & applied deep learning technology skills required to automate most common computer vision tasks/problems that arise across many business verticals: Image Search Engine, Image Classification, Object Recognition, Object Detection, Image Segmentation, Image Clustering & Synthetic Image Generation.
Experience & Master python language, deep learning fundamentals & applied deep learning technology skills required to automate most common natural language processing(NLP) tasks/problems that arise across many business verticals: Word Understanding, Sentence Understanding, Sentiment Analysis, Semantic Similarity, Predicting Missing words with language models, Sequence Labeling, Question-Answering, Narrow Dialogue Systems/Chatbots & Synthetic Text Generation.
Experience & Master python language, deep learning fundamentals & applied deep learning technology skills required to automate most common Multimedia tasks/problems that arise across many business verticals: Image to Text, Image Caption Generation, Video Caption Generation.
Master python language, reinforcemnt learning & deep learning fundamentals, applied deep reinforcemnt learning technology skills required to automate most common gaming and decision making tasks.
