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Data Analytics

  • CRISP-ML(Q)
  • Data Types
  • Data Collection
  • EDA - Exploratory Data Analysis
  • EDA - Graphical Representation
  • Data Preparation - AutoEDA
  • Data Preparation
  • Feature Engineering
  • Probability Distribution
  • SQL
  • PowerBI - Query Editor
  • PowerBI - Data Visualization
  • Tableau - Charts
  • Tableau - 2
  • Excel - 1
  • Excel - 2
  • Google Looker Studio
  • AWS Data Analytics
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Data Science

  • CRISP-ML(Q)
  • Data Types
  • Data Collection
  • EDA - Exploratory Data Analysis
  • EDA - Graphical Representation
  • Data Preparation - AutoEDA
  • Data Preparation
  • Feature Engineering
  • Probability Distribution
  • Meta Learning
  • Data Mining Supervised Learning Part 1
  • Data Mining Supervised Learning Part 2
  • Explainability Techniques
  • eXplainabilty and Interpretability
  • Model Building Clustering
  • Model Building Dimension Reduction
  • Model Building Recommender System
  • Model Building Network Analytics
  • Model Building Association Rules
  • Text Mining and NLP Pipeline Part 1
  • Text Mining and NLP Pipeline Part 2
  • Data Mining Supervised Learning Predictive Modeling - Evaluation Techniques
  • Data Mining Supervised Learning Predictive Modeling - Graphical Evaluation Techniques
  • Naive Bayes
  • KNN Distance Based Algorithm
  • Decision Tree
  • Ensemble Methods
  • Ensemble - Non Generative Models Voting and Stacking
  • Generative Models - AdaBoost
  • Generative Models - Gradient Boosting
  • Generative Models - eXtreme Gradient Boosting
  • Generative Models - Bagging
  • Generative Models - Random Forest
  • Hypothesis Testing
  • Supervised Learning - Linear Regression
  • Supervised Learning - Logistic Regression
  • Regression Techniques
  • Deep Learning Primer
  • Activation Function
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Deep Learning

  • Computer Vision
  • CNN Part - 1
  • CNN Part - 2
  • Object Detection RCNN
  • Object Detection FastRCNN
  • Object Detection FasterRCNN
  • Object Detection YOLO
  • RNN
  • Bidirectional RNN
  • LSTM
  • Bidirectional LSTM
  • GRU
  • Bidirectional GRU
  • Transformers Attention Mechanism
  • Transformers Architecture
  • BERT Architecture
  • BERT Variant
  • GPT
  • Reinforcement Learning
  • Q Learning
  • Variational AutoEncoders
  • Generative Adversial Networks
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Data Engineering

  • Data Flow Standard EL vs ELT vs ETL
  • Foundations of Data Engineering
  • Big Data Tools
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  • AWS
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MLOPS

  • CI/CD/CT Pipeline
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  • Containerization Docker
  • Container Management Kubernetes and Kubeflow
  • MLflow
  • Apache Airflow
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Prompt Engineering

  • Basic Flow of Prompt Engineering
  • Basic Prompt Techniques Part 1
  • Basic Prompt Techniques Part 2
  • Basic Prompt Techniques Part 3
  • Advance Prompt Techniques Part 1
  • Advance Prompt Techniques Part 2
  • Advance Prompt Techniques Part 3
  • Advance Prompt Techniques Part 4
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Generative AI

  • LLM Basic
  • Fine Tuning
  • Benchmarks
  • Datasets trained on
  • Hyperparameter
  • Regularization Techniques
  • Model Compression Techniques
  • Hallucination Techniques
  • LLM Inference runtime
  • Chatbot History
  • Foundation model
  • Framework of LLM
  • Vector Database Intro
  • Vector Database Type
  • Vector Store vs Vector Index
  • Vector with Python module
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  • GIF
  • Video
CRISP-ML(Q)

Animated Learning:

Simplifying Emerging Technologies

Explore Concepts Effortlessly with Immersive Animations

360DigiTMG's Animated Learning simplifies complex topics in emerging technologies through engaging visuals. Covering areas like Data Analytics, Data Science, and Deep Learning, it breaks down intricate concepts into easy-to-understand animations. This interactive approach enhances learning, retention, and comprehension. Explore an immersive way to master emerging technologies effortlessly!

360digitmg

360DigiTMG is one of world pioneer training institutes that has trained India's leading professionals. The curriculum of each certification program is designed meticulously as per the latest market trends.

Contact

  • 360DigiTMG SDN BHD (1265527-M) Level 16, 1 Sentral, Jalan Stesen Sentral 5,KL Sentral, Kuala Lumpur, Malaysia.
  • info@360digitmg.com
  • +60 19-383 1378

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Domain Analytics
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Data Science
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Emerging Technologies
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  • Post Graduate Diploma in Artificial Intelligence  |
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  • Full Stack Data Science

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