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- 1. Machine Learning Infographics Here is where this template begins
- 2. Machine Learning Infographics 01 AI software Venus has a beautiful name, but it’s hot Compact the model Despite being red, Mars is a cold place 04 Framework Mercury is the closest planet to the Sun 02 Train the model The Earth is the third planet from the Sun 03 Convert the model Saturn is the only planet with rings 05 Integrate the model Jupiter is the biggest planet of them all 06
- 3. Machine Learning Infographics Artificial Intelligence ● Computers act on their own ● They act according to environment ● Systems display cognitive ability ● Computers make decisions Machine learning ● It’s an application of AI ● Computers observe and analyze ● Predict based on previous patterns ● Pre-programmed algorithms Vs
- 4. Some machine learning applications Machine Learning Infographics Mercury is the closest planet to the Sun Spam filtering Despite being red, Mars is a cold place Risk assessment The Earth is the planet where we all live Mobile banking Jupiter is the biggest planet of them all Social networks
- 5. Machine Learning Infographics Venus Venus has a beautiful name, but it’s hot 01 Mercury Mercury is the closest planet to the Sun 02
- 6. Machine Learning Infographics Machine learning Yes, Saturn is a gas giant that has several rings 04 Mars Despite being red, Mars is a cold place 02 Venus Venus has a beautiful name, but it’s hot 01 Mercury Mercury is the closest planet to the Sun 03 Earth The Earth is the third planet from the Sun
- 7. Machine Learning Infographics 04 Mars Despite being red, Mars is a cold place 03 Venus Venus has a beautiful name, but it’s hot 02 Mercury Mercury is the closest planet to the Sun 01 Earth The Earth is the third planet from the Sun Machine learning Saturn is the gas giant that has rings
- 8. Machine Learning Infographics AI System configuration Power Mercury is the closest planet to the Sun 01 Security Venus has a beautiful name, but it’s hot 05 Memory Jupiter is a gas giant and the biggest planet 03 MCU The Earth is the third planet from the Sun 07 Memory Neptune is the farthest planet from the Sun 02 FPGA Pluto is considered a dwarf planet 06 Mars Despite being red, Mars is a cold place 04 Wireless Ceres is located in the main asteroid belt 08
- 9. Machine Learning Infographics Artificial intelligence 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
- 10. Machine Learning Infographics Input unit 1 Input unit 2 Output unit Neural network Yes, Saturn is a gas giant that has rings Output layer 01 Input layer 02
- 11. Machine Learning Infographics 1950s Simple algorithms Mercury is the closest planet to the Sun 01 1960s Bayesian methods Jupiter is a gas giant and the biggest planet 02 1970s AI winter caused by pessimism Venus has a beautiful name, but it’s very hot 03 1980s Resurgence in ML research Mercury is the closest planet to the Sun 04 1990s Data-driven approach The Earth is the third planet from the Sun 05 2000s Support-Vector Clustering Ceres is located in the main asteroid belt 06 2010s Deep learning popularity Venus has a beautiful name, but it’s very hot 07
- 12. Machine Learning Infographics 01 Continuous improvement Despite being red, Mars is a cold place 02 Data acquisition Venus has a beautiful name, but it’s hot 03 Patterns identification Mercury is the closest planet to the Sun 04 Time and resources The Earth is the third planet from the Sun Machine learning disadvantages
- 13. Machine Learning Infographics Opportunities of machine learning Image recognition The Earth is the planet where we live 01 Voice recognition Venus has a beautiful name, but it’s hot 03 Optical recognition Mercury is the closest planet to the Sun 05 Customization Despite being red, Mars is a cold place 02 Data analysis The Earth is the third planet from the Sun 04 Memory data Pluto is considered a dwarf planet 06
- 14. Machine Learning Infographics The model Despite being red, Mars is a cold place Machine learning Venus has a beautiful name, but it’s hot Input 2 Mercury is the closest planet to the Sun Input 1 The Earth is the third planet from the Sun
- 15. 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
- 16. Machine Learning Infographics Active learning Mercury is the closest planet to the Sun 01 Maturation Jupiter is a gas giant and the biggest planet 02 Motor synergies The Earth is the planet where we live 03 Imitation Despite being red, Mars is a cold place 04
- 17. Machine Learning Infographics Follow the link in the graph to modify its data and then paste the new one here. For more info, click here Intrusion detection Mercury is the closest planet to the Sun 20% Data mining The Earth is the third planet from the Sun 45% Continuous production Despite being red, Mars is a very cold place 35%
- 18. Machine Learning Infographics Machine learning objectives Mercury is the closest planet to the Sun Classify data 01 The Earth is the planet where we live Make predictions 02
- 19. Machine Learning Infographics Follow the link in the graph to modify its data and then paste the new one here. For more info, click here Active learning Mercury is the closest planet to the Sun 01 Maturation Jupiter is a gas giant and the biggest planet 02 Motor synergies Neptune is very far away from the Sun 03 100% 50% 25%
- 20. 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 algorithms Pluto is considered a dwarf planet
- 21. Machine Learning Infographics Collect the data Mercury is the closest planet to the Sun Prepare the data The Earth is the 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
- 22. Machine Learning Infographics Inputs Mercury is the closest planet to the Sun Outputs Jupiter is a gas giant and the biggest planet Input 1 Input 2 Input 3 Output 1 Output 2 Output 3
- 23. Machine Learning Infographics Supervised learning Classification ● Fraud detection ● Email spam detection ● Diagnostics ● Image classification Regression ● Risk assessment ● Score prediction Unsupervised learning Reduction ● Text mining ● Data visualization ● Face detection ● Voice detection Regression ● City planning ● Targeted marketing Reinforcement learning ● Finances ● Manufacturing ● Stock management ● Autonomous cars
- 24. Machine Learning Infographics 01 Predict trends Venus has a beautiful name, but it’s hot Innovation Despite being red, Mars is a cold place 02 Target segmentation Mercury is the closest planet to the Sun 03 Advert segmentation The Earth is the third planet from the Sun 05 Cost reduction Neptune is very far away from the Sun 04 Customer relations Jupiter is the biggest planet of them all 06 ML for business
- 25. Machine Learning Infographics Machine learning application example 04 Output Despite being red, Mars is a cold place 02 Feature engineering Venus has a beautiful name, but it’s hot 01 Tweet Mercury is the closest planet to the Sun 03 Classification The Earth is the third planet from the Sun Polite Offensive
- 26. Machine Learning Infographics Follow the link in the graph to modify its data and then paste the new one here. For more info, click here Mercury Mercury is the closest planet to the Sun 10% Jupiter Jupiter is a gas giant and the biggest planet 30% Neptune It’s the farthest planet from the Sun 20% Mars Despite being red, Mars is a cold place 40%
- 27. Machine Learning Infographics Disease diagnosis Venus has a beautiful name, but it’s hot Biochemical analysis Mercury is the closest planet to the Sun Drug discovery The Earth is the third planet from the Sun
- 28. Infographics You can add and edit some infographics to your presentation to present your data in a visual way. ● Choose your favourite infographic and insert it in your presentation using Ctrl C + Ctrl V or Cmd C + Cmd V in Mac. ● Select one of the parts and ungroup it by right-clicking and choosing “Ungroup”. ● Change the color by clicking on the paint bucket. ● Then resize the element by clicking and dragging one of the square-shaped points of its bounding box (the cursor should look like a double-headed arrow). Remember to hold Shift while dragging to keep the proportions. ● Group the elements again by selecting them, right-clicking and choosing “Group”. ● Repeat the steps above with the other parts and when you’re done editing, copy the end result and paste it into your presentation. ● Remember to choose the “Keep source formatting” option so that it keeps the design. For more info, please visit Slidesgo School.