Data

This is a blog containing data related news and information that I find interesting or relevant. Links are given to original sites containing source information for which I can take no responsibility. Any opinion expressed is my own.

Showing posts with label VARIANCE. Show all posts

Wednesday, 8 June 2022

Thorough examination of bias and variance in the linear regression by Arnaud Capitaine via @TDataScience

The connection between probability definition and machine learning explanation.

Great guide and clear explanation.

Posted by Mandy Parmenter at 10:00 No comments:

Email This BlogThis!Share to X Share to Facebook Share to Pinterest

Labels: BIAS, DATA, LINEAR REGRESSION, MEAN SQUARED ERROR, PROBABILITY, VARIANCE

Older Posts Home

View mobile version

Subscribe to: Posts (Atom)

About Me

Mandy Parmenter

View my complete profile

My LinkedIn Profile

Translate

Search This Blog

Labels

3D (1) ACF (1) ADAPTIVE ANALYTICS (2) ADVERSARIAL LEARNING (1) AEROSPIKE (1) AGILE (14) AGILE DATA GOVERNANCE (1) AGILE LAB (1) AI (344) AIoT (1) AIRFLOW (1) ALGORITHM (79) ALPHABET (1) ALTAIR (1) ALTERNATIVE DATA (1) AMAZON (5) AMBARI (2) ANALYTICS (750) ANODOT (1) AoT (1) APACHE (44) API (3) APPLICATION (3) ARROW (3) ARTIFICIAL INTELLIGENCE (340) ASSEMBLER (1) AUGMENTED ANALYTICS (3) AUGMENTED INTELLIGENCE (6) AUTO ENCODER (1) AUTO-TS (1) AUTOMATED MACHINE LEARNING (4) AUTOMATION (12) AVRO (1) AWS (12) AZURE (17) AZURE SYNAPSE (1) B-PIPE (1) B3i (1) BACKUP (2) BARRACUDA (1) BASH (1) BAYESIAN INFERENCE (2) BDaaS (6) BEAM (1) BI (136) BIAS (12) BIG DATA (1271) BIGQUERY (1) BITCOIN (4) BITEMPORAL (1) BLENDING (1) BLOCKCHAIN (48) BOT (3) BPM (1) BRAIN (1) BUSINESS ANALYSIS (6) C (1) CAPTUM (1) CASSANDRA (6) CAUSATION (4) CAV (1) CDC (1) CDMP (1) CDO (1) CERTIFICATION (8) CHANGE DATA CAPTURE (1) CHANGE MANAGEMENT (1) CHARTS (1) CHATBOT (4) CHIEF DATA OFFICER (7) CI/CD (1) CIO (1) CIRRO (1) CLIQUE (1) CLOUD (163) CLOUD DATAFLOW (1) CLOUDERA (1) CLUSTERING (3) CODE (117) COGNITIVE COMPUTING (8) CoLaboratory (1) COLUMNAR DATABASE (1) COLUMNSTORE (1) CONCEPT ACTIVATION VECTOR (1) CONFERENCE (1) CONFIDENCE INTERVAL (1) CONTEXT MANAGER (1) CONTINUOUS INTEGRATION/CONTINUOUS DEPLOYMENT (1) CONVOLUTIONAL NEURAL NETWORK (11) COPILOT (1) CORRELATION (8) COSMOS (1) COUNTER SOCIAL (1) COURSERA (2) COVID-19 (2) CRM (11) CRYPTEN (1) CRYPTOCURRENCIES (7) CUSTOMER EXPERIENCE (8) CYBERSECURITY (15) D-TALE (1) DaaS (4) DACPAC (1) DARK DATA (3) DASK (1) DATA (2305) DATA ACCURACY (14) DATA Act (1) DATA ANALYSIS (64) DATA ANALYST (12) DATA ANALYTICS (17) DATA ARCHITECTURE (13) DATA ARCHIVING (7) DATA AUTOMATION (1) data BRICKS (1) DATA CAPTURE (1) DATA CLEANING (17) DATA CLEANSING (15) DATA COLLECTION (1) DATA COMPLIANCE (10) DATA CONSISTENCY (1) DATA DESIGN (2) DATA DISCOVERY (10) DATA ENCRYPTION (2) DATA ENGINEER (12) DATA GOVERNANCE (102) DATA INFRASTRUCTURE (3) DATA INTEGRATION (20) DATA INTEGRITY (1) DATA LABELLING (1) DATA LAKE (37) DATA LAKEHOUSE (2) DATA LIFECYCLE (2) DATA LITERACY (1) DATA MANAGEMENT (225) DATA MAPPING (2) DATA MART (1) DATA MESH (1) DATA MIGRATION (1) DATA MINING (44) DATA MODEL (28) DATA OPS (4) DATA PIPELINE (2) DATA PREPARATION (15) DATA PRIVACY (24) DATA PRODUCT (1) DATA PROTECTION (6) DATA QUALITY (79) DATA REPORTING (6) DATA ROBOT (1) DATA SCIENCE (361) DATA SCIENTIST (186) DATA SECURITY (107) DATA SHARING (2) DATA SILO (5) DATA STABILITY (1) DATA STACK (1) DATA STEWARDSHIP (6) DATA STORAGE (2) DATA STRATEGY (41) DATA TYPES (8) DATA UNIFICATION (1) DATA VALIDATION (4) DATA VISUALISATION (116) DATA WAREHOUSING (40) DATA WRANGLING (3) DATABASE (20) DATABASE DESIGN (3) DATABRICKS (3) DATAFRAME (1) DATAWATCH (1) DATEFINDER (1) DBMS (2) DEARPYGUI (1) DEBUG (1) DECISION TREE (5) DECORATOR (1) DEDUPE (1) DEEP LEARNING (76) DEEP NEURAL NETWORK (10) DEEP REINFORCEMENT LEARNING (2) DEEPMIND (10) DEEPVARIANT (1) DELL (1) DELVE (1) DEMOGEN (1) DEQUES (1) DESCRiPITIVE ANALYTICS (1) DETECTRON2 (1) DEVELOPMENT (3) DEVOPS (3) DICTIONARY (1) DIGITAL INNOVATION (1) DIGITAL TRANSFORMATION (4) DIGITAL WORKPLACE (1) DISASTER RECOVERY (2) DISTILL (1) DISTRIBUTED LEDGER (1) DISTRIBUTION. (1) DOCKER (7) DREMIO (3) DRILL (1) DRL (1) DYNAMICS (1) ECM (1) ECOMMERCE (1) ECONOMICS (1) EDA (1) EDGE COMPUTING (1) EDITOR (1) EDW (1) EIM (2) EINOPS (1) EINSTEIN NOTATION (1) EINSUM (1) ELASTIC ANALYTICS (1) ENCODER (1) END USER (1) ENTERPRISE ARCHITECTURE (1) ENTERPRISE CONTENT MANAGEMENT (1) ePR (2) ER/Studio (3) ERP (5) ERWIN (4) ESRI (1) ETHICS (3) ETL (10) EVOLUTIONARY ALGORITHM (1) EXCEL (7) EXPLORATION (3) EXPLORATORY DATA ANALYSIS (3) FACEBOOK (7) FACEBOOK M (1) FAISS (1) FAST DATA (6) FASTAI (1) FASTCORE (1) FEATURE ENGINEERING (1) FEDERATED LEARNING (1) FLASHLIGHT (1) FLINK (3) FLUME (1) FOG COMPUTING (1) FOMO (1) FORECASTING (2) FPDF (1) FRAUD PREVENTION (2) FUNCTION (2) GAN (3) GARTNER (1) GDPR (27) GEN (1) GENERAL ADVERSARIAL NETWORK (1) GENERATIVE ADVERSARIAL NETWORK (4) GIT (2) GITHUB (3) GO (1) GOOGLE (36) GOOGLE DATA STUDIO (1) GOOGLE TRENDS (1) GOOGLECLOUD (5) GPS (1) GPT-2 (1) GPU (5) GRAPH (22) GraphSAGE (1) GUI (1) GUIDEBOOK (1) HADOOP (185) HANA (1) HAWQ (2) HBASE (2) HDFS (1) HIVE (17) HTAP (1) HUMAN COMPUTER INTERACTION (1) HUMU (1) HYBRID AI (1) HYDRABASE (1) IaaS (1) IBM (6) ICEBERG (2) ICECREAM (1) IDE (1) IDENTITY VERIFICATION (1) IDOD (1) IGNITE (1) IIG (1) IIoT (7) IMAGE RECOGNITION (6) IMDB (1) IMPALA (1) IN-DATABASE BLENDING (1) INFLUXDB (2) INFORMATICA (4) INFORMATION GOVERNANCE (2) INFORMATION MANAGEMENT (13) INFORMATION RIGHTS MANAGEMENT (1) INFORMATION SECURITY (3) INFORMATION THEORY (1) INSERTION SORT (1) INSIGHT (1) INTELLICODE (1) IoT (175) IPYTHON (3) IRM (1) JAVA (4) JAVASCRI|PT (1) JIGSAW (1) JOINS (1) JULIA (6) JUPYTER (14) K-MEANS (3) KAFKA (3) KAGGLE (6) KAPPA (1) KEDRO (1) KENSCI (1) KERAS (3) KINECT (1) KUBERNETES (7) KUDU (1) LAKEHOUSE (1) LAMBDA (3) LANGUAGE MODEL (1) LATTICE CRYPTOGRAPHY (1) LAZY PREDICT (1) LEARNING RATE (1) LIBRATUS (1) LIME (1) LINEAR REGRESSION (10) LINKEDIN (1) LINUX (2) LIVE DEMO (1) MACHINE INTELLIGENCE (7) MACHINE LEARNING (402) MACHINE LEARNING ENGINEER (3) MAGIC QUADRANT (1) MAGNITUDE-BASED INFERENCE (1) MAHOUT (1) MAINFRAME (1) MALUUBA (1) MAP REDUCE (14) MAPR (9) MARIA DB (1) MARKETING (1) MASTER DATA GOVERNANCE (5) MASTER DATA MANAGEMENT (2) MATHEMATICS (2) MATLAB (2) MATPLOTLIB (2) MATURITY MODEL (1) MAYA (1) MBI (1) MDA (1) MDG (1) MDM (50) MEAN SQUARED ERROR (1) MESA (1) METADATA (4) METROLOGY (1) MICROSOFT (8) MIFID (1) MINIMUM VIABLE PRODUCT (1) MITO (1) ML (324) MLAAS (3) MLOPS (3) MOBILE (15) MODEL (21) MONGO DB (6) MOOC (2) MQ (1) MS MARCO (1) MSCHART (1) MULTIPROCESSING (1) MVP (1) MYSQL (3) NARRATIVE SCIENCE (1) NATURAL LANGUAGE PROCESSING (12) NEO4J (1) NEURAL GRAPH LEARNING (2) NEURAL NETWORK (42) NEURO-SYMBOLIC CONCEPT LEARNER (1) NLP (14) NLTK (1) NORMALISATION (2) NOSQL (34) NSCL (1) NULL-HYPOTHESIS SIGNIFICANCE (1) NUMPY (1) OBJECT ORIENTED (2) OCR (2) ODP (1) ON-DEMAND ANALYSIS (1) ONTOLOGY (1) OPEN DATA (2) OPEN SOURCE (9) OPEN-ENDED (1) OPENAI (1) OPENMV CAMERA (1) OPTIMISATION (4) ORACLE (13) OSS (1) OUTLIERS (1) P-VALUE (1) PaaS (2) PACF (1) PANDAS (33) PARALLEL (1) PARQUET (1) PCA (2) PEEPHOLE (1) PIG (3) PINOT (2) PIPELINE (2) PLOTLY (1) PLURIBUS (1) PMDARIMA (1) POLARS (1) POSTGRES (3) POWERPOINT (1) PPRINT (1) PREDICTIVE ANALYTICS (127) PREDICTIVE FORECASTING (2) PREDICTIVE MODELLING (1) PRESTO (3) PROBABILITY (3) PROGRAMMING LANGUAGES (1) PROPHET (2) PUBLIC DATA (1) PYCHARM (1) PYDANTIC (2) PYFOREST (2) PYPY (2) PYSIMPLEGUI (1) PYSPARK (4) PYTHON (248) PYTORCH (10) QGIS (1) QIAGEN (1) QLIK (2) QUALITATIVE DATA (1) QUALITY ASSURANCE (1) QUANTUM COMPUTING (7) QUERY GRID (1) QUICKSIGHT (1) QUORA (1) R (96) R-BRAIN (1) R-SQUARED (1) RANDOM FOREST (4) RANKBRAIN (1) RANSOMWARE (1) RDA (1) RDBMS (5) REAL-TIME DATA (44) REGEX (1) REGRESSION (13) REGULAR EXPRESSION (1) REGULARISATION (1) REGULATIONS (1) REINFORCEMENT LEARNING (2) RELATIONAL DATA (2) RISK MANAGEMENT (2) ROBOTICS (8) RPA (3) RUBY ON RAILS (1) RUST (1) RVG (1) S-CURVES (1) S3 (1) SaaS (8) SAGEMAKER (1) SALESFORCE (3) SAMPLING (1) SAMZA (1) SAP (7) SAS (19) SAS VIYA (1) SCALA (2) SCIKIT-LEARN (5) SCRM (1) SDI (1) SECURITY (6) SELENIUM (2) SELF-SERVICE (3) SEMANTICS (1) SEMI SUPERVISED LEARNING (1) SENSOR (3) SENTIENT (1) SENTIMENT (1) SHINY (1) SIMILARITY (1) SIMPSON'S PARADOX (1) SKILLS (1) SKIP-GRAM MODEL (1) SLACK (1) SLICKDEALS (1) SLOWLY CHANGING DIMENSION (2) SNORKEL (2) SOCIAL NETWORK PLATFORM (1) SODA (1) SOFTWARE ENGINEER (2) SOM (1) SORT (1) SPARK (66) SPEECH RECOGNITION (4) SPLUNK (1) SPSS (6) SQL (26) SQL SERVER (15) SQLITE3 (1) SQOOP (2) SREC. COMPRESSION (1) SSAS (1) SSD (1) STANDARDS (7) STATISTICA (4) STATISTICS (49) STORM (3) SUPERUROP (1) SUPERVISED MACHINE LEARNING (1) T-SQL (11) TABLEAU (33) TABPY (1) TALEND (3) TDA (1) TENSORFLOW (18) TERADATA (9) TERR (1) TESTING (8) TEXT (28) TEXT MINING (1) TEXT PREDICTOR (1) TEXTBLOB (1) TEZ (1) THEANO (1) THICK DATA (2) TIME SERIES ANALYSIS (7) TOPOLOGICAL ANALYSIS (1) TRAINING (4) TRANSFER LEARNING (2) TWEEPY (1) TWITTER (2) UDACITY (1) UDM (1) UNIX (1) UNSTRUCTURED DATA (5) UNSUPERVISED LEARNING (2) VAEX (1) VARIANCE (1) VAS (1) VDM (1) VECTOR NORMS (1) VERALITY (1) VERTICA (1) VIBE (1) VIRTUAL EVENT (1) VIRTUALISATION (4) VIRTUALWARE (1) VISUAL STUDIO (1) VISUALISATION (5) VOICE (1) VR (2) WATSON ANALYTICS (13) WAV2LETTER (1) WAVE (1) WEARABLE (2) WEB SCRAPE (5) WEBINAR (157) WIDGET (1) WORD2VEC (1) WORKALNDAR (1) XIWINGS (1) XKCD (1) XLOOKUP (1) XML (1) YARN (4) ZERO TRUST MODEL (1) ZTM (1)

Blog Archive

▼ 2022 (116)
- ▼ October (7)
- ► September (9)
- ► August (9)
- ► July (8)
- ► June (14)
- ► May (12)
- ► April (14)
- ► March (18)
- ► February (10)
- ► January (15)

► 2021 (195)
- ► December (9)
- ► November (16)
- ► October (16)
- ► September (20)
- ► August (18)
- ► July (15)
- ► June (16)
- ► May (17)
- ► April (12)
- ► March (19)
- ► February (14)
- ► January (23)

► 2020 (169)
- ► December (11)
- ► November (15)
- ► October (20)
- ► September (17)
- ► August (13)
- ► July (20)
- ► June (9)
- ► May (8)
- ► April (13)
- ► March (10)
- ► February (16)
- ► January (17)

► 2019 (193)
- ► December (12)
- ► November (19)
- ► October (18)
- ► September (16)
- ► August (17)
- ► July (18)
- ► June (12)
- ► May (18)
- ► April (14)
- ► March (13)
- ► February (15)
- ► January (21)

► 2018 (264)
- ► December (12)
- ► November (12)
- ► October (19)
- ► September (21)
- ► August (9)
- ► July (19)
- ► June (23)
- ► May (32)
- ► April (28)
- ► March (30)
- ► February (27)
- ► January (32)

► 2017 (396)
- ► December (31)
- ► November (37)
- ► October (36)
- ► September (30)
- ► August (26)
- ► July (29)
- ► June (34)
- ► May (35)
- ► April (36)
- ► March (36)
- ► February (31)
- ► January (35)

► 2016 (671)
- ► December (33)
- ► November (35)
- ► October (35)
- ► September (62)
- ► August (69)
- ► July (60)
- ► June (50)
- ► May (64)
- ► April (60)
- ► March (69)
- ► February (64)
- ► January (70)

► 2015 (928)
- ► December (71)
- ► November (77)
- ► October (74)
- ► September (70)
- ► August (74)
- ► July (100)
- ► June (95)
- ► May (105)
- ► April (74)
- ► March (68)
- ► February (57)
- ► January (63)

► 2014 (449)
- ► December (63)
- ► November (61)
- ► October (59)
- ► September (59)
- ► August (62)
- ► July (60)
- ► June (55)
- ► May (30)

Powered by Blogger.