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DEEP LEARNING-ENCODER DECODER MODELS SUMMARISED

Leave a Comment / CONTENT, DEEP LEARNING /NEURAL NETWORKS / By siddharthsamant0@gmail.com

THIS VIDEO CONTAINS A CRISP SUMMARISATION OF BASIC ENCODER DECODER MODELS USED IN MACHINE TRANSLATION , SIMILAR CONCEPTS CAN BE TRANSCEDED TO IMAGE CAPTION GENERATORS AND MORE !

OVERFITTING IN MACHINE LEARNING

BAG OF WORDS SUMMARISED

Leave a Comment / CONTENT., MACHINE LEARNING / By siddharthsamant0@gmail.com

THE FOLLOWING VIDEO CONSISTS OF A CRISP SUMMARY OF WHAT BAG OF WORDS IS , THE MATHEMATICS BEHIND IT , THE ADVANTAGES AND DISADVANTAGES AND THE USE CASES ASSOCIATED WITH …

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MATH FOR AI

TOPICS TO COVER AFTER LSTMS,GRUS ,BIDIRECTIONAL NETWORKS

Leave a Comment / CONTENT, DEEP LEARNING /NEURAL NETWORKS / By siddharthsamant0@gmail.com

FOLLOWING VIDEO SUMS UP WHAT ARE THE TOPICS ONE NEEDS TO COVER AFTER HAVING A FIRM GRIP ON LSTMS, GRUS AND DIDIRECTIONAL NETWORKS . ITS RECOMMENDED THAT YOU HAVE HANDS …

TOPICS TO COVER AFTER LSTMS,GRUS ,BIDIRECTIONAL NETWORKS Read More »

NESTEROV ACCELERATED DESCENT

NESTEROV ACCELERATED GRADIENT DESCENT

Leave a Comment / CONTENT, DEEP LEARNING /NEURAL NETWORKS / By siddharthsamant0@gmail.com

HOW NESTEROV GRADIENT DESCENT INCREASES EFFICIENCY OF MOMENTUM BASED DESCENTS THE PROBLEM THAT A SIMPLE MOMENTUM BASED GRADIENT DESCENT PRODUCES IS THAT IT BECAUSE OF ITS “MOMENTUM ” IT OVERSHOOTS …

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NEURAL NETWORK MOMENTUM

MOMENTUM BASED GRADIENT DESCENT

Leave a Comment / CONTENT, DEEP LEARNING /NEURAL NETWORKS / By siddharthsamant0@gmail.com

UNDERSTANDING HOW USING “MOMENTUM ” HELPS TO MAKE LEARNING EFFICIENT IN LOW GRADIENT REGIONS AFTER LEARNING WHAT GRADIENT DESCENT MEANS , WE TRY TO ADDRESS ONE OF THE MAJOR PROBLEMS …

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DEEP LEARNING IN GAMES

DEEP LEARNING IN GAMES 2

Leave a Comment / AI TECH UPDATES / By siddharthsamant0@gmail.com

HOW TO TRAIN AN AI TO DRIVE A CAR IN GAMES LIKE NFS , GTA USING DEEP LEARNING IN GAMES (TENSORFLOW AND PYTHON) What better than an Aston Martin driving …

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chess, chess board, rain

FINITE MARKOV DECISION PROCESS -PART 2

Leave a Comment / CONTENT., MACHINE LEARNING / By siddharthsamant0@gmail.com

DESCRIBING POLICIES AND VALUE FUNCTIONS OF A MARKOV DECISION PROCESS THE LAST ARTICLE (FINITE MARKOV DECISION PROCESS -PART 1 ) WAS FOCUSED MAJORLY ON DESCRIBING WHAT WE MEAN BY RETURNS, …

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chess, chess board, chess pieces

FINITE MARKOV DECISION PROCESS -PART 1

Leave a Comment / CONTENT., MACHINE LEARNING / By siddharthsamant0@gmail.com

DESCRIBING THE MARKOV DECISION PROCESS IN MACHINE LEARNING IN THIS POST WE DISCUSS A CERTAIN TYPE OF REINFORCEMENT PROBLEM . WE DEFINE A MERKONIKOV PROCESS AND THEN WE GET TO …

FINITE MARKOV DECISION PROCESS -PART 1 Read More »

battle, chess, checkmate

REINFORCEMENT LEARNING

Leave a Comment / CONTENT., MACHINE LEARNING, Uncategorized / By siddharthsamant0@gmail.com

THE WHAT AND HOW OF REINFORCEMENT LEARNING APART FROM SUPERVISED AND UNSUPERVISED MACHINE LEARNING , THERE IS A THIRD KIND OF MACHINE LEARNING APPROACH , WIDELY KNOWN AS REINFORCEMENT LEARNING …

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mathematics, formula, physics

K MEANS CLUSTERING IN MACHINE LEARNING

Leave a Comment / CONTENT., MACHINE LEARNING, Posts / By siddharthsamant0@gmail.com

THE K MEANS CLUSTERING CLASSIFICATION ALGORITHM USED IN MACHINE LEARNING WE HAVE SEEN HOW CLASSIFICATION PROBLEMS ARE TACKLED USING LOGISTIC REGRESSIONS . HERE WE DISCUSS AN ALGORITHM THAT HELPS US …

K MEANS CLUSTERING IN MACHINE LEARNING Read More »

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  • DEEP LEARNING-ENCODER DECODER MODELS SUMMARISED
  • BAG OF WORDS SUMMARISED
  • TOPICS TO COVER AFTER LSTMS,GRUS ,BIDIRECTIONAL NETWORKS
  • NESTEROV ACCELERATED GRADIENT DESCENT
  • MOMENTUM BASED GRADIENT DESCENT

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    AN UNDERGRAD IN ELECTRONICS AND COMMUNICATION ENGINEERING WHO WRITES AND WORKS ON DEEP LEARNING MATHEMATICS AND MODELS

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    • DEEP LEARNING-ENCODER DECODER MODELS SUMMARISED
    • BAG OF WORDS SUMMARISED
    • TOPICS TO COVER AFTER LSTMS,GRUS ,BIDIRECTIONAL NETWORKS

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