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Machine Learning Infographics Al.saftware Compact the beautiful name, but BrgHEbeing red, echt Mars is a cold place 3 Convert the irampwerk BAAR! tne onty closest planet to planet with rings the Sun Train the Integrate the Thotteh is the snvodéel the third planet from biggest planet of the Sun them all

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Machine Learning Infographics learning It’s an application of Al Computers observe and analyze Predict based on previous patterns Pre-programmed algorithms Artificial Intelligence @ Computers act on their own @ They act according to environment © Systems display cognitive ability @ Computers make decisions

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Machine Learning Infographics Mercury is the closest planet to the Sun The Earth is the planet where we all live Despite being red, Mars is a cold place Jupiter is the biggest planet of them all ۲۰۳-۹ Some machine learning applications ص |= كب هم

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Machine Learning Infographics ۰ 6 8 venus | beautiful name, but closest planet to it’s hot the Sun

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Machine Learning Infographics eae, 9۵ Mercury Venus Mercury is the Machine ~*~ venus has a beautiful closest planet — earnings 7 to the Sun a agas giant name, but it’s that has ‏ا‎ hot: ee OQ 8 Mars Despite being red, Mars is a cold place Earth The Earth is the third planet from the Sun

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Machine Learning Infographics Machine Mars learning gas (=) Despite being red, giant that has rings Mars is a cold place YEDYEs a beautiful name, but it’s hot ۳ closest planet to the Sun Fatt is the third planet from the Sun

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Machine Learning Infographics Memoi Neptune is ct farthest planet from the Sun Mars Despite being red, Mars is a cold place FPGA Pluto is considered a dwarf planet Wireless Ceres is located in the main asteroid belt Al System configdratio: Power Mercury is the closest planet to the Sun Memory Jupiter is a gas giant and the biggest planet Security Venus has‘a beautiful name, but it’s hot MCU The Earth is the third planet from the Sun HO

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Machine Learning Infographics Mercury is the closest planet to the Sun Jupiter is a gas giant and the biggest planet Venus has a beautiful name, but it’s hot ا- Artificial intellige =| ۹

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Machine Learning Infographics Output unit Neural RELWAFKs a gas © giant that has rings 01 Output layer 02 Input layer Input unit 1 Input unit 2

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Machine Learning Infographics 8 0 60 o 8 0 ‏د‎ 9 winter esurgenc ‏ای ل واه‎ eine 9 pessimism research Mercury is the Jupiter is a gas onus has 2 Mercury is the closest planet to lant and the beautiful name, closest planet to the Sun Biggest planet but it's very hot the Sun «so ‏ال‎ driven Vector learning ۳ i lari ‏بت‎ Glustering popularity located in the main asteroid belt beautiful name, but it's very hot third planet from the Sun

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Machine Learning Infographics Machine learning disadvantages A Continuous improvement & Mars is a cold place Pata, acquisition © beautiful name, but it’s hot Patterns Kentification closest planet to the Sun Time and Fesourdese © third planet from the Sun

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Machine Learning Infographics Customizatio Despite being rel Mars is a cold place Data. analysis third planet from the Sun Memory data Pluto is considered a dwarf planet Opportunit es of machine learning Image Tecoghition planet where we live Voice Yecognition beautiful name, but it’s hot Optical Fevoyrition closest planet to the Sun

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Machine Learning Infographics 1 = eens (0-0) The model 1 Despite being red, beautiful riame, but 0 it's hot Mars is a cold place a \ “WnpUfidis tne ued PRES third planet from closest pianet to the Sun the Sun

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Machine Learning Infographics Venus has a beautiful name, but it's hot Unsupervised learning Despite being red, Mars is a cold place Semi-supervised learning ‘The Earth is the third planet from the Sun Reinforcement learning Mercury is the closest planet to the Sun Dimensionality reduction Pluto is considered a dwarf planet ‘01 | Supervised learning |

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Machine Learning Infographics 45% 20% Data m Intrusion The Earth is detection the third the closest planet from planet to the the Sun Sun 35% Continuous Production eing red, Mars is a very cold place ‏م‎ Follow the link in the graph to modify its data and then paste the new one here. For more info, click here

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Machine Learning Infographics Classify mercun Sata closest planet to the Sun Make predictions planet where we live 01 02 2 ۳

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Machine Learning Infographics a? ‏م‎ Active 8 ۰ جوا closest planet to the Sun Maturation Jupiter is a gas ۳ giant and the biggest planet Motor 7 syne! jies Néptune’ts very far away fromthe Sun * Follow the link in the graph to modify its data and then paste the new one here. For more info, click here

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Machine Learning Infographics Models =a The Earth is the planet we live ony Mercury is the smallest planet Despite being red, Mars is a cold place Jupiter is the biggest planet of them all Venus has a beautiful name ‎ie conserved a dwart‏ جسم ‎ ‏یال ییانوا انا ‏ليا انا ‏لك ‏ایلاتیا ‎Lt teeta) ‏5أكلااهمة.‎ ‎ECE ma lacy ‎Geneti:

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Machine Learning Infographics Prepare the The KLARA the third planet from the Sun “Train a model Despite being red, Mars is a cold place Evaluate the jumedehe biggest planet of them all Collect the Mer@@tA the closest planet to the Sun & Improve luto is considered a dwarf planet

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Machine Learning Infographics Inputs Outputs Mercury is the Jupiter is a gas giant closest planet to the and the biggest Sun planet ۰ Input 8 0 ۰ thput e batpu 2 ۰ fiput e batpu 3 13

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Machine Learning Infographics Supervised Unsupervised Reinforcement Era: ۱22۱9 Seat tit} Classification Reduction @ Fraud detection @ Text mining @ Finances ‏و‎ © Data visualization © Manufacturing detection @ Face detection @ Stock Diagnostics @ Voice detection management @ Autonomous cars Regression Regression @ Risk assessment @ City planning Score prediction Targeted marketing

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Machine Learning Infographics Innovation Despite being red, Mars is a cold place Cost جو بيع لومم away from the Sun Customer relations biggest planet of them all ML for ey Gaedigt frends © beautiful name, but it’s hot Target segmentation closest planet to the Sun Advert ntation third planet from the Sun

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Machine Learning Infographics + Polite © 9 © Feature Tweet ۳ ۳ Classification Output Mercury is the engineering ‘The Earth is the Despite being red, closest planet to beautiful name, third planet from Mars is a cold the Sun but it’s hot the Sun place

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Machine Learning Infographics 10 30 9 9 Mercury Jupiter Mercury is the Jupiter iS a gas closest planet to giant and the the Sun biggest planet 20 40 9 9 Re, tune Maré It's the farthest planet from the Sun Despite being red, Mars is a cold place Follow the link in the graph to modify its data and then paste the new one here. For more info, click here

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Machine Learning Infographics Biochemical Disease Drug 19 diaghosis Gistoverye closest planet to the beautiful name, but third planet from the sun it's hot Sun لل لله

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Machine Learning Infographics | Common Uses for Machine Learning Venus has a beautiful name, but it’s hot Mercury is the closest planet to the Sun The Earth is the third planet from the Sun Despite being red, Mars is a cold place Neptune is the farthest planet from the Sun Jupiter is the biggest planet of them all Pluto is now considered a dwarf planet كمع ولاك رت ‎Dra elas‏ Customer ees ea eat [ate oars oat Lys) ee ‏تس‎ ‎Customer segmentation ۱

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Machine Learning Infographics yey Neptune Mars It’s the farthest Learnin Despite being red, Planet from the: 9 Mars is a cold place syn vaysteme closest planet to the Sun ‏أبامغن0.‎ 2

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رن 1 Machine Learning Infographics Machine learning advantages vs z disadvantages Disadvantages Data acquisition Time and space Time-consuming High error possibilities Algorithm selection Advantages Efficiency data managing Continuous improvement Lots of applications ‘Trend identification Pattern identification

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Machine Learning Infographics Input data Jupiter is the biggest planet of them all Relationships Patterns Algorith ms + techniqu Denensencle Structures es Output Despite being red, Mars is a cold place Machine learning

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Machine Learning Infographi cs Here is where this template begins Machine Learning Infographics 0 1 AI software Venus has a 0 2 Framework Mercury is the 0 3 beautiful name, but it’s hot closest planet to the Sun Train the The Earth is the model third planet from the Sun 0 4 0 5 0 6 Compact the model Despite being red, Mars is a cold place Convert the model Saturn is the only planet with rings Integrate the Jupiter is the model biggest planet of them all Machine Learning Infographics Artificial Intelligence ● Computers act on their own ● They act according to environment ● Systems display cognitive ability ● Computers make decisions Machine learning Vs ● It’s an application of AI ● Computers observe and analyze ● Predict based on previous patterns ● Pre-programmed algorithms Machine Learning Infographics Some machine learning applications Spam filtering Mercury is the closest planet to the Sun Mobile banking The Earth is the planet where we all live Risk assessment Despite being red, Mars is a cold place Social networks Jupiter is the biggest planet of them all Machine Learning Infographics 01 Venus Venus has a beautiful name, but it’s hot 02 Mercury Mercury is the closest planet to the Sun Machine Learning Infographics 0 1 Mercury Mercury is the closest planet to the Sun 0 3 Earth The Earth is the third planet from the Sun 0 2 Machine learning Yes, Saturn is a gas giant that has several rings Venus Venus has a beautiful name, but it’s hot 0 4 Mars Despite being red, Mars is a cold place Machine Learning Infographics Machine learning Saturn is the gas Mars Despite being red, Mars is a cold place giant that has rings Venus Venus has a beautiful name, but it’s hot Mercury Mercury is the closest planet to the Sun Earth The Earth is the third planet from the Sun 0 1 0 2 0 3 0 4 Machine Learning Infographics 0 Power 1 Mercury is the closest planet to the Sun 0 Memory 3 Jupiter is a gas giant and the biggest planet 0 Security 5 Venus has a beautiful name, but it’s hot 0 MCU 7 The Earth is the third planet from the Sun AI System configuration Memory 0 2 Mars 0 4 Neptune is the farthest planet from the Sun Despite being red, Mars is a cold place FPGA Pluto is considered a dwarf planet Wireless Ceres is located in the main asteroid belt 0 6 0 8 Machine Learning Infographics Artificial intellige nce Machine learning Deep learning Mercury is the closest planet to the Sun Jupiter is a gas giant and the biggest planet Venus has a beautiful name, but it’s hot Machine Learning Infographics Output unit Neural network Yes, Saturn is a gas giant that has rings 01 Output layer 02 Input layer Input unit 1 Input unit 2 Machine Learning Infographics 0 1 1950 s 0 2 1960 s Simple algorithms Bayesian methods Mercury is the closest planet to the Sun Jupiter is a gas giant and the biggest planet 1990 s Datadriven approach The Earth is the third planet from the Sun 0 5 caused by pessimism Venus has a beautiful name, but it’s very hot 2000 s SupportVector Clustering Ceres is located in the main asteroid belt 0 3 1970 s AI winter 0 6 1980 s Resurgenc e in ML research Mercury is the closest planet to the Sun 2010 s Deep learning popularity Venus has a beautiful name, but it’s very hot 0 7 0 4 Machine Learning Infographics Continuous improvement Despite being red, Mars is a cold place Data acquisition Venus has a beautiful name, but it’s hot Patterns Mercury is the identification closest planet to the Sun Time and The Earth is the resources third planet from the Sun 0 1 0 2 0 3 0 4 Machine learning disadvantages Machine Learning Infographics Image The Earth is the recognition 0 1 0 2 planet where we live Voice Venus has a recognition Mars is a cold place 0 3 beautiful name, but it’s hot Optical Mercury is the recognition closest planet to the Sun Customizatio n Despite being red, 0 5 Opportuniti es of machine learning 0 4 Data analysis The Earth is the third planet from the Sun 0 6 Memory data Pluto is considered a dwarf planet Machine Learning Infographics Machine Venus has a learning beautiful name, but it’s hot Input 1 The Earth is the third planet from the Sun The model Despite being red, Mars is a cold place Input 2 Mercury is the closest planet to the Sun Machine Learning Infographics 01 Supervised learning Venus has a beautiful name, but it’s hot 02 Unsupervised learning Despite being red, Mars is a cold place 03 Semi-supervised learning The Earth is the third planet from the Sun 04 Reinforcement learning Mercury is the closest planet to the Sun 05 Dimensionality reduction Pluto is considered a dwarf planet Machine Learning Infographics 0 Active 1 learning Mercury is the closest planet to the Sun 0 Motor 3 synergies The Earth is the planet where we live Maturation 0 2 Imitation 0 4 Jupiter is a gas giant and the biggest planet Despite being red, Mars is a cold place Machine Learning Infographics 45% Data mining The Earth is the third planet from the Sun 20% Intrusion detection Mercury is the closest planet to the Sun 35% Continuous Despite production being red, Mars is a very cold place Follow the link in the graph to modify its data and then paste the new one here. For more info, click here Machine Learning Infographics 01 Classify data Mercury is the closest planet to the Sun Machine learning objective s 02 Make predictions The Earth is the planet where we live Machine Learning Infographics 0 Active 1 learning Mercury is the closest planet to the Sun 0 Maturation 2 Jupiter is a gas giant and the biggest planet 0 Motor 3 synergies Neptune is very far away from the Sun 100 % 50% 25% Follow the link in the graph to modify its data and then paste the new one here. For more info, click here Machine Learning Infographics Models Artificial neural networks The Earth is the planet we live on Decision trees Mercury is the smallest planet Support-vector machines Despite being red, Mars is a cold place Regression analysis Jupiter is the biggest planet of them all Bayesian networks Venus has a beautiful name Genetic Pluto is considered a dwarf Machine Learning Infographics Collect the data Mercury is the Prepare the datais the The Earth closest planet to the Sun third planet from the Sun Train a model Despite being red, Mars is a cold place Improve Pluto is considered a dwarf planet Evaluate the model Jupiter is the biggest planet of them all Machine Learning Infographics Inputs Outputs Mercury is the closest planet to the Sun Jupiter is a gas giant and the biggest planet Input 1 Input 2 Input 3 Outpu t1 Outpu t2 Outpu t3 Machine Learning Infographics Supervised learning Unsupervised learning Classification Reduction ● Fraud detection ● Email spam detection ● Diagnostics ● Image classification ● ● ● ● Text mining Data visualization Face detection Voice detection Regression Regression ● Risk assessment ● Score prediction ● City planning ● Targeted marketing Reinforcement learning ● Finances ● Manufacturing ● Stock management ● Autonomous cars Machine Learning Infographics Predict trends Venus has a beautiful name, but it’s hot Target Mercury is the segmentation closest planet to the Sun Advert The Earth is the segmentation third planet from the Sun 0 1 0 2 0 3 0 5 0 4 ML for business 0 6 Innovation Despite being red, Mars is a cold place Cost reduction Neptune is very far away from the Sun Customer Jupiter is the relations biggest planet of them all Machine Learning Infographics Machine learning application example Polite Offensiv e 0 1 0 2 0 3 Tweet Feature engineering Venus has a Classification Mercury is the closest planet to the Sun beautiful name, but it’s hot The Earth is the third planet from the Sun 0 4 Output Despite being red, Mars is a cold place Machine Learning Infographics 10 % Mercury Mercury is the closest planet to the Sun 20 % Neptune It’s the farthest planet from the Sun 30 % Jupiter Jupiter is a gas giant and the biggest planet 40 % Mars Despite being red, Mars is a cold place Follow the link in the graph to modify its data and then paste the new one here. For more info, click here Machine Learning Infographics Biochemical Mercury is the analysis closest planet to the Sun Disease Venus has a diagnosis beautiful name, but it’s hot Drug The Earth is the discovery third planet from the Sun Machine Learning Infographics Common Uses for Machine Learning 01 Chatbot systems Venus has a beautiful name, but it’s hot 02 Decision support Mercury is the closest planet to the Sun 03 Customer recommendation engines The Earth is the third planet from the Sun 04 Customer churn modeling Despite being red, Mars is a cold place 05 Pricing strategies Neptune is the farthest planet from the Sun 06 Customer segmentation Jupiter is the biggest planet of them all 07 Image classification Pluto is now considered a dwarf planet Machine Learning Infographics Input data Mars Neptune It’s the farthest planet from the Sun Learning system Mercury is the Despite being red, Mars is a cold place closest planet to the Sun Output data Machine Learning Infographics Machine learning advantages vs disadvantages Advantages Disadvantages ● ● ● ● ● ● ● ● ● ● Efficiency data managing Continuous improvement Lots of applications Trend identification Pattern identification Data acquisition Time and space Time-consuming High error possibilities Algorithm selection Machine Learning Infographics 0 1 Identify data Venus has a beautiful name, but it’s hot 0 2 Choose Mercury is the algorithm closest planet to the Sun 0 3 Analytical model Despite being red, Mars is a cold place 0 4 Train the Jupitermodel is the biggest 0 5 Run the model Neptune is very far planet of them all away from the Sun Machine Learning Infographics Input data Jupiter is the biggest planet of them all Machine learning Relationships Patterns Dependencie s Structures Output Despite being red, Mars is a cold place Algorith ms + techniqu es Instructions for use In order to use this template, you must credit Slidesgo in your final presentation. 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